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Brzozowska JM, Gotlib J. Social Media Potential and Impact on Changing Behaviors and Actions in Skin Health Promotion: Systematic Review. J Med Internet Res 2025; 27:e54241. [PMID: 39761100 DOI: 10.2196/54241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 05/06/2024] [Accepted: 11/09/2024] [Indexed: 01/07/2025] Open
Abstract
BACKGROUND Social media is used as a tool for information exchange, entertainment, education, and intervention. Intervention efforts attempt to engage users in skin health. OBJECTIVE This review aimed to collect and summarize research assessing the impact of social media on skin health promotion activities undertaken by social media users. METHODS In accordance with the PRISMA (Preferred Reporting Items for Systematic reviews and Meta-Analyses) guidelines, the following scientific databases were searched: Scopus, Web of Science, PubMed, Academic Search Ultimate (via EBSCO), Academic Research Source eJournals (via EBSCO), ERIC (via EBSCO), Health Source: Consumer Edition (via EBSCO), and Health Source: Nursing/Academic Edition (via EBSCO). Using ProQuest Dissertations and Theses, OpenGrey, Grey Literature Report, and MedNar, the search was supplemented with gray literature. Articles on skin care, skin health, skin diseases, skin protection, and educational activities promoting healthy skin on social media were selected for review (search date: February 6, 2023). The following qualification criteria were used: original research; research conducted on social media; and research topics regarding educational activities in skin health promotion, skin care, skin health, skin diseases, and skin protection. To assess the risk of bias, the following tools were used: the Cochrane Collaboration tool for risk-of-bias assessment (randomized controlled trials and quasi-experimental studies) and the Centre for Evidence-Based Medicine checklist (cross-sectional studies). RESULTS Altogether, 1558 works were considered, of which 23 (1.48%) qualified, with 3 (13%) studies on acne and 20 (87%) on skin cancer, sunscreen, and tanning. Social media interventions were dealt with in 65% (15/23) of the studies. The review made it possible to investigate cognitive and cognitive-behavioral interventions. In both observational and interventional studies, the most frequently discussed topics were skin exposure and protection against UV radiation and skin cancer. The analyzed research showed that social media is a source of information. Visualization has a strong impact on users. The involvement of social media users is measured through the amount of content shared and contributes to changing attitudes and behaviors regarding skin health. CONCLUSIONS This review outlined the impact of social media, despite its heterogeneity, on users' skin health behaviors, attitudes, and actions. It identified strategies for digital interventions to promote skin health. In health sciences, a standardized tool is needed to assess the quality of social media digital interventions. This review has several limitations: only articles written in English were considered; ongoing studies were omitted; and there was a small number of interventional studies on acne and a lack of research on daily skin care, education, and antiaging activities on social media. Another limitation, resulting from the topic being too broad, was a failure to perform quantitative data analysis, resulting in the studies that qualified for the review being heterogeneous.
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Affiliation(s)
- Justyna Martyna Brzozowska
- School of Medical & Health Sciences, University of Economics and Human Sciences in Warsaw, Warsaw, Poland
| | - Joanna Gotlib
- Department of Education and Research in Health Sciences, Faculty of Health Sciences, Medical University of Warsaw, Warsaw, Poland
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Berger BD, Kohlbeck SA, Howard KP, Birgenheir DG, Chavin RS, Knowlton GG, Larsen SE, Larson ER, Smith HM, Spalding RL, Thomas KB, Vallejo LG, Buttery D, Hargarten SW. Effect of Veteran-Focused Suicide Prevention Public Messaging on Help-Seeking Behavior and Secure Firearm Storage. OMEGA-JOURNAL OF DEATH AND DYING 2024:302228241297553. [PMID: 39547820 DOI: 10.1177/00302228241297553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2024]
Abstract
Suicide is a major public health concern in the United States. Veterans are among those at higher risk for death by suicide. Firearm ownership is one factor that contributes to veterans' elevated suicide risk. The current study sought to determine the effectiveness of an evidence-based, multi-media advertising campaign with a specific focus on veterans related to secure storage of firearms and general help-seeking attitudes during a mental health crisis. Results indicated positive changes in (a) attitudes toward seeking help from a health care provider or a friend/loved one during a mental health crisis, (b) attitudes toward firearm storage during a crisis, and (c) self-reported secure firearm storage behaviors post-advertising, particularly among veterans. Implications for future advertising campaigns, clinical interventions, and research investigations are discussed.
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Affiliation(s)
- Bertrand D Berger
- Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Mental Health Division, Clement J. Zablocki VA Medical Center, Milwaukee, WI, USA
| | - Sara A Kohlbeck
- Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Kristen P Howard
- Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Mental Health Division, Clement J. Zablocki VA Medical Center, Milwaukee, WI, USA
| | - Denis G Birgenheir
- Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Mental Health Division, Clement J. Zablocki VA Medical Center, Milwaukee, WI, USA
| | - Rachel S Chavin
- Mental Health Division, Clement J. Zablocki VA Medical Center, Milwaukee, WI, USA
| | - Graham G Knowlton
- Mental Health Division, Clement J. Zablocki VA Medical Center, Milwaukee, WI, USA
| | - Sadie E Larsen
- Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- National Center for PTSD, White River Junction VA, White River Junction, VT, USA
| | - Eric R Larson
- Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Mental Health Division, Clement J. Zablocki VA Medical Center, Milwaukee, WI, USA
| | - Heather M Smith
- Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Mental Health Division, Clement J. Zablocki VA Medical Center, Milwaukee, WI, USA
| | - Rachael L Spalding
- Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Mental Health Division, Clement J. Zablocki VA Medical Center, Milwaukee, WI, USA
| | - Katie B Thomas
- Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Mental Health Division, Clement J. Zablocki VA Medical Center, Milwaukee, WI, USA
| | - Leticia G Vallejo
- Mental Health Division, Clement J. Zablocki VA Medical Center, Milwaukee, WI, USA
| | | | - Stephen W Hargarten
- Division of Emergency Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
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Harrison RM, Lapteva E, Bibin A. Behavioral Nudging With Generative AI for Content Development in SMS Health Care Interventions: Case Study. JMIR AI 2024; 3:e52974. [PMID: 39405108 PMCID: PMC11522651 DOI: 10.2196/52974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 12/10/2023] [Accepted: 06/13/2024] [Indexed: 11/01/2024]
Abstract
BACKGROUND Brief message interventions have demonstrated immense promise in health care, yet the development of these messages has suffered from a dearth of transparency and a scarcity of publicly accessible data sets. Moreover, the researcher-driven content creation process has raised resource allocation issues, necessitating a more efficient and transparent approach to content development. OBJECTIVE This research sets out to address the challenges of content development for SMS interventions by showcasing the use of generative artificial intelligence (AI) as a tool for content creation, transparently explaining the prompt design and content generation process, and providing the largest publicly available data set of brief messages and source code for future replication of our process. METHODS Leveraging the pretrained large language model GPT-3.5 (OpenAI), we generate a collection of messages in the context of medication adherence for individuals with type 2 diabetes using evidence-derived behavior change techniques identified in a prior systematic review. We create an attributed prompt designed to adhere to content (readability and tone) and SMS (character count and encoder type) standards while encouraging message variability to reflect differences in behavior change techniques. RESULTS We deliver the most extensive repository of brief messages for a singular health care intervention and the first library of messages crafted with generative AI. In total, our method yields a data set comprising 1150 messages, with 89.91% (n=1034) meeting character length requirements and 80.7% (n=928) meeting readability requirements. Furthermore, our analysis reveals that all messages exhibit diversity comparable to an existing publicly available data set created under the same theoretical framework for a similar setting. CONCLUSIONS This research provides a novel approach to content creation for health care interventions using state-of-the-art generative AI tools. Future research is needed to assess the generated content for ethical, safety, and research standards, as well as to determine whether the intervention is successful in improving the target behaviors.
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Affiliation(s)
| | - Ekaterina Lapteva
- Institute of Psychology, Russian Academy of Sciences, Moscow, Russian Federation
| | - Anton Bibin
- Skoltech AI (Centers for Research, Education, and Innovation), Skolkovo Institute of Science and Technology, Moscow, Russian Federation
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Kroshus E, Steiner MK, Chrisman SPD, Lion KC, Rivara F, Lowry SJ, Strelitz B, Klein EJ. Improving post-concussion discharge education for families seeking emergency department care: intervention development. Brain Inj 2024; 38:479-488. [PMID: 38441083 PMCID: PMC11283255 DOI: 10.1080/02699052.2024.2318595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Accepted: 02/09/2024] [Indexed: 04/11/2024]
Abstract
BACKGROUND Pediatric emergency departments (ED) are where many families receive post-concussion medical care and thus an important context for helping parents build skills to support their child after discharge. OBJECTIVE Develop a strategy for increasing parent provision of emotional and instrumental support to their child after discharge and conduct a pilot test of this strategy's acceptability. METHODS In a large pediatric ED in the United States, we partnered with parents (n = 15) and clinicians (n = 15) to understand needs and constraints related to discharge education and to operationalize a strategy to feasibly address these needs. This produced a brief daily text message intervention for parents for 10 days post-discharge. We used a sequential cohort design to assess the acceptability this intervention and its efficacy in changing parenting practices in the 2-weeks post-discharge (n = 98 parents). RESULTS Parents who received the messaging intervention rated it as highly acceptable and had meaningfully higher scores for emotionally supportive communication with their child in the two weeks post-discharge than parents in the control condition (Cohen's d = 0.65, p = 0.021). CONCLUSIONS This brief messaging intervention is a promising strategy for enhancing discharge education post-concussion that warrants further evaluation.
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Affiliation(s)
- Emily Kroshus
- Seattle Children's Research Institute, Center for Child Health, Behavior and Development, Seattle, WA, USA
- Department of Pediatrics, University of Washington, Seattle, WA, USA
| | - Mary Kathleen Steiner
- Seattle Children's Research Institute, Center for Child Health, Behavior and Development, Seattle, WA, USA
| | - Sara P D Chrisman
- Seattle Children's Research Institute, Center for Child Health, Behavior and Development, Seattle, WA, USA
- Department of Pediatrics, University of Washington, Seattle, WA, USA
| | - K Casey Lion
- Seattle Children's Research Institute, Center for Child Health, Behavior and Development, Seattle, WA, USA
- Department of Pediatrics, University of Washington, Seattle, WA, USA
| | - Frederick Rivara
- Seattle Children's Research Institute, Center for Child Health, Behavior and Development, Seattle, WA, USA
- Department of Pediatrics, University of Washington, Seattle, WA, USA
| | - Sarah J Lowry
- Seattle Children's Research Institute, Center for Child Health, Behavior and Development, Seattle, WA, USA
| | - Bonnie Strelitz
- Seattle Children's Research Institute, Center for Clinical and Translational Research, Seattle, WA, USA
| | - Eileen J Klein
- Department of Pediatrics, University of Washington, Seattle, WA, USA
- Seattle Children's Research Institute, Center for Clinical and Translational Research, Seattle, WA, USA
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Kratka A, Rotering TL, Raitt MH, Whooley MA, Dhruva SS. Informational letters or postcards to initiate remote monitoring among veterans with pacemakers and implantable cardioverter-defibrillators: A randomized, controlled trial. Pacing Clin Electrophysiol 2024; 47:642-649. [PMID: 38556540 PMCID: PMC11671304 DOI: 10.1111/pace.14912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 12/04/2023] [Accepted: 12/10/2023] [Indexed: 04/02/2024]
Abstract
BACKGROUND Remote monitoring (RM) of pacemakers and implantable cardioverter-defibrillators (ICDs) is a Class 1, Level of Evidence A recommendation because of its multitude of clinical benefits. However, RM adherence rates are suboptimal, precluding patients from achieving these benefits. There is a need for direct-to-patient efforts to improve adherence. METHODS In this national randomized, controlled trial conducted in the Veterans Health Administration (VHA), 2120 patients with a pacemaker or ICD who had not sent an RM transmission for ≥1 year (and usually ≥3 years) while under VHA care for their device were randomly assigned to be mailed a postcard (n = 1076) or a detailed letter (n = 1044). The postcard described what RM does and its key benefits (reduced mortality and fewer in-person visits). The letter provided a similar message but included more details about RM benefits and the process. The primary outcome was an RM transmission sent within 90 days of mailing, and a secondary outcome was an RM transmission sent within 365 days. RESULTS The primary outcome was achieved in 121 (11.3%) in the postcard and 96 patients (9.2%) in the letter group (p = .12). The secondary outcome was achieved in 266 (24.7%) and 239 (22.9%), respectively (p = .32). CONCLUSIONS This randomized trial showed no significant difference in the proportion of chronically non-adherent patients who sent an RM transmission after receiving a low-cost postcard or a detailed, higher-cost letter encouraging their participation in RM. However, as only a minority of patients responded to either, further work is needed to engage patients in the life-saving benefits of RM.
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Affiliation(s)
- Allison Kratka
- Section of Cardiology, Department of Medicine, San Francisco Veterans Affairs Health Care System, San Francisco, California, USA
- Department of Medicine, University of California, San Francisco School of Medicine, San Francisco, California, USA
| | - Thomas L Rotering
- Section of Cardiology, Department of Medicine, San Francisco Veterans Affairs Health Care System, San Francisco, California, USA
- Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco School of Medicine, San Francisco, United States
| | - Merritt H Raitt
- Veterans Affairs Portland Health Care System, Portland, Oregon, USA
- Knight Cardiovascular Institute, Oregon Health and Sciences University, Portland, Oregon, USA
| | - Mary A Whooley
- Department of Medicine, University of California, San Francisco School of Medicine, San Francisco, California, USA
- Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco School of Medicine, San Francisco, United States
- Section of General Internal Medicine, Department of Medicine, San Francisco Veterans Affairs Health Care System, San Francisco, California, USA
| | - Sanket S Dhruva
- Section of Cardiology, Department of Medicine, San Francisco Veterans Affairs Health Care System, San Francisco, California, USA
- Department of Medicine, University of California, San Francisco School of Medicine, San Francisco, California, USA
- Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco School of Medicine, San Francisco, United States
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Maltz A, Rashkovich S, Sarid A, Cohen Y, Landau T, Saifer E, Amorai Belkin N, Alcalay T. The Framing Effect of Digital Textual Messages on Uptake Rates of Medical Checkups: Field Study. JMIR Public Health Surveill 2024; 10:e45379. [PMID: 38446543 PMCID: PMC10955408 DOI: 10.2196/45379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 06/25/2023] [Accepted: 12/10/2023] [Indexed: 03/07/2024] Open
Abstract
BACKGROUND Health care authorities often use text messages to enhance compliance with medical recommendations. The effectiveness of different message framings has been studied extensively over the past 3 decades. Recently, health care providers have begun using digital media platforms to disseminate health-related messages. OBJECTIVE This study aimed to examine the effectiveness of some of the most widely used message framings on the uptake rates of medical checkups. METHODS This study used a large-scale digital outreach campaign conducted by Maccabi Healthcare Services (MHS) during 2020-2021, involving a total of 113,048 participants. MHS members aged 50-74 years were invited to take their recommended medical actions from the following list: human papillomavirus (HPV), mammography, abdominal aortic aneurysm, fecal occult blood test (FOBT), and pneumococcal vaccination. Each member was randomly assigned to receive 1 of 6 message framings: control (neutrally framed; n=20,959, 18.5%), gains (benefits of compliance; n=20,393, 18%), losses (negative consequences of noncompliance; n=15,165, 13.4%), recommendation (a recommendation by an authoritative figure, in this context by a physician; n=20,584, 18.2%), implementation intentions (linking potential outcomes to future reactions; n=20,701, 18.3%), and empowerment (emphasizing personal responsibility for maintaining good health; n=15,246, 13.5%). The time frames for measuring a successful intervention were 14 days for scheduling screenings (ie, HPV, mammography, or abdominal aortic aneurysm), 30 days for performing the FOBT, and 60 days for receiving pneumococcal vaccination. We also examined the effectiveness of media channels (text message or email) on uptake rates and whether the subject-line length is correlated with message-opening rates. RESULTS No significant effect of message framing on uptake rates of medical checkups was observed. The rates of appointments for screening ranged from 12.9% to 14.1% across treatments. Based on a chi-square test, there was no evidence to reject the null hypothesis that these compliance rates are independent of the treatments (P=.35). The uptake rates for the FOBT and pneumococcal vaccination ranged from 23.3% to 23.8% across treatments, and we could not reject the hypothesis that they are independent of the treatments (P=.88). We also found that emails are more effective than text messages (P<.001) and that the subject-line length is negatively correlated with message-opening rates. CONCLUSIONS No evidence was found for an effect of the 5 message framings on uptake rates of medical checkups. To enhance compliance rates, public health officials may consider alternative framings. Furthermore, media channels and the subject-line length should be given careful consideration in the planning stages of health care campaigns. TRIAL REGISTRATION AEA RCT Registry AEARCTR-0006317; https://www.socialscienceregistry.org/trials/6317/history/201365.
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Affiliation(s)
- Amnon Maltz
- Department of Economics, University of Haifa, Haifa, Israel
| | | | - Adi Sarid
- Sarid Research Services, Haifa, Israel
| | - Yafit Cohen
- Marketing Automation Department, Maccbi Healthcare Services, Tel Aviv, Israel
| | - Tamar Landau
- AI & Big Data Department, Maccabi Healthcare Services, Tel Aviv, Israel
| | - Elina Saifer
- Marketing Automation Department, Maccbi Healthcare Services, Tel Aviv, Israel
| | - Neta Amorai Belkin
- Marketing Automation Department, Maccbi Healthcare Services, Tel Aviv, Israel
| | - Tamar Alcalay
- Nursing Division, Maccabi Healthcare Services, Tel Aviv, Israel
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Haggerty D, Contreras DA, Carter A, Drake C, Tucker RM. SLeep Education for Everyone Program (SLEEP) Results in Sustained Improvements in Sleep Outcomes at Six Months. Behav Sleep Med 2022:1-7. [PMID: 36377788 DOI: 10.1080/15402002.2022.2146693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE Community-delivered sleep education interventions have been demonstrated to be effective in improving sleep outcomes, but whether these benefits persist once the program ends is not well characterized. This study sought to determine whether the previously reported positive effects attributed to the SLeep Education for Elders Program (SLEEP) were maintained six months after program completion. METHOD Nineteen participants were surveyed three times: at baseline, program completion (six weeks), and the six-month post-program timepoint. Sleep outcomes for quality, duration, insomnia symptoms, sleep hygiene behaviors, and excessive daytime sleepiness were assessed using validated surveys, including the Pittsburgh Sleep Quality Index (from which duration was also extracted), the Insomnia Severity Index, the Sleep Hygiene Index, and the Epworth Sleepiness Scale. RESULTS Longitudinal models adjusted for baseline sleep problems revealed the benefits achieved immediately after the program were retained at six months for sleep quality (estimate: -2.0 (95%CI: -2.7, -1.3)), sleep duration (estimate: 0.9 (95%CI: 0.6, 1.2)), insomnia symptoms (estimate: -3.5 95%CI: (-4.6, -2.3)), and sleep hygiene behaviors (estimate: -2.6 (-4.3, -0.9)). CONCLUSIONS These results suggest that a community-delivered sleep education intervention can produce sustained benefits for participants and should be considered as a tool to address uncomplicated sleep issues.
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Affiliation(s)
- Diana Haggerty
- Office of Research and Education, Spectrum Health West Michigan, Grand Rapids, Michigan
| | - Dawn A Contreras
- Michigan State University Extension. Michigan State University, East Lansing, Michigan
| | - Anita Carter
- Michigan State University Extension. Michigan State University, East Lansing, Michigan
| | - Christopher Drake
- Division of Sleep Medicine, Henry Ford Health System, Detroit, Michigan
| | - Robin M Tucker
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, Michigan
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Schelleman-Offermans K, Ruiter RAC, Massar K. The Future Positive micro-intervention protocol: A program aiming to increase a healthy life-style among employees with a low socio-economic position. Front Public Health 2022; 10:832447. [PMID: 36211694 PMCID: PMC9540196 DOI: 10.3389/fpubh.2022.832447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Accepted: 08/26/2022] [Indexed: 01/21/2023] Open
Abstract
This paper describes the development of a Dutch micro-intervention, Future Positive, that aims to increase health behaviors among employees with a low socio-economic position (SEP), with the ultimate aim to decrease socio-economic health inequalities. Intervention Mapping (IM) was used to adapt previously developed psychological capital interventions into a micro-intervention suitable to be delivered in the work context for employees with a low socio-economic position. The first 4 steps of IM including the results of pre-testing the developed intervention program are described. Step 1 consists of the needs assessment, and investigated (a) the individual determinants of health behavior and health inequalities, and (b) the needs of employees with a low SEP and their employers regarding the implementation of the intervention at the worksite. Matrices-of-change were produced in Step 2, and relevant methods and applications were selected in step 3. Step 4 involved the intervention development, resulting in a brief micro-intervention that will be delivered in small groups, guided by trained facilitators using motivational interviewing techniques. Program materials include informative video-clips and active and cooperative learning exercises. The intervention was pre-tested among three groups of employees. The IM process, as well as the pre-testing, revealed that emphasizing autonomy and using easy to understand and mostly visual materials offered in chunks is essential for a well-tailored intervention that is suitable for people with low SEP. Also, participation should be facilitated by employers: It should be free of costs, offered during working hours, and take place at the job site. Results showed that the Future Positive micro-intervention is substantiated by theory, applicable in a work setting (high reach), and tailored to the needs of employees with a low SEP. We therefore fill the gap in this existing range of interventions aimed to improve life-style behaviors and contribute to theory-based interventions aimed to decrease the SEP-Health gradient.
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Sim WH, Jorm AF, Yap MBH. The Role of Parent Engagement in a Web-Based Preventive Parenting Intervention for Child Mental Health in Predicting Parenting, Parent and Child Outcomes. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19042191. [PMID: 35206394 PMCID: PMC8871768 DOI: 10.3390/ijerph19042191] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 02/09/2022] [Accepted: 02/10/2022] [Indexed: 02/01/2023]
Abstract
Although parents’ engagement in parenting programmes has frequently been posited to influence the efficacy and dissemination of these programmes, its relationship with intervention outcomes in parenting programmes is understudied. This study examined the predictive value of parental engagement on preventive parenting outcomes in a tailored online parenting programme aimed at enhancing parental protective factors and reducing risk factors for child depression and anxiety disorders. The present study also explored the associations between parental engagement and other parent, child and family outcomes. Data were collected from a community sample of 177 parents who received a tailored online parenting programme (‘Parenting Resilient Kids’; PaRK) and their children as part of a randomised controlled trial. Participants completed measures on parenting, child anxiety and depressive symptoms, health-related quality of life and family functioning on three occasions. Multiple regressions showed that parental engagement explained additional variance in preventive parenting (most proximal outcomes) at post-intervention and 12-month follow-up. Indicators of higher levels of parental engagement, operationalised by greater proportions of recommended programme modules and intended goals completed, uniquely predicted higher levels of preventing parenting. Higher levels of parental engagement also predicted higher levels of parental acceptance and parental psychosocial health-related quality of life, lower levels of parental psychological control and lower levels of impairments in child health-related quality of life. However, parental engagement did not explain additional variance in parent or child reported anxiety or depressive symptoms. This study provides support for the role of parental engagement in facilitating parenting changes in parenting-focused interventions.
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Affiliation(s)
- Wan Hua Sim
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, VIC 3800, Australia;
| | - Anthony F. Jorm
- Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC 3000, Australia;
| | - Marie B. H. Yap
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, VIC 3800, Australia;
- Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC 3000, Australia;
- Correspondence:
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Kharmats AY, Wang C, Fuentes L, Hu L, Kline T, Welding K, Cheskin LJ. Monday-focused tailored rapid interactive mobile messaging for weight management 2 (MTRIMM2): results from a randomized controlled trial. Mhealth 2022; 8:1. [PMID: 35178432 PMCID: PMC8800204 DOI: 10.21037/mhealth-21-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Accepted: 06/12/2021] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND Text-messaging interventions can reach many individuals across a range of socioeconomic groups, at a low cost. Few randomized controlled trials (RCTs) of text-messaging weight loss interventions have been conducted in United States. METHODS From September of 2016 to September of 2018, we conducted a two-parallel group, superiority, RCT of a 16-week text-messaging, weight loss intervention in Baltimore, Maryland, in overweight and obese adults younger than 71, who were able to receive text-messages. Our objective was to assess the effect of receiving the message content only (in printed documents distributed at baseline and week 8), versus receiving messages via short messaging service (SMS) on weight loss (primary outcome), body mass index, perceived exercise benefits and barriers, self-efficacy, and physical activity (PA). The random allocation sequence was equally balanced intervention groups by gender and age groups. Participants were randomized after the baseline assessment. Then, participants and most study staff were unblinded. Follow-up assessments were conducted at 8-, 16-, and 42-week post randomization. We performed intention-to-treat analysis using mixed linear regression models. RESULTS Of the 155 adults randomized (printed messages =77, SMS =78), 87.1% were women, 53.5% were African Americans, and 93.5% non-Hispanic. Participants who completed at least one follow-up assessment were included in regression analyses (n=145, printed messages =74, SMS =71). Compared to baseline, at the 42-week assessment, the average percent weight loss was 1.23 for the SMS group (P=0.006) and 0.86 for the printed messages group (P=0.047). Both groups experienced small reductions in weight (printed messages: -0.96 kg, P=0.022; SMS: -1.19 kg, P=0.006), BMI (printed messages: -0.32, P=0.035; SMS: -0.52, P=0.002), and percent energy from fat consumption (printed messages: -1.43, P=0.021; SMS: -2.14, P≤0.001). No statistically significant between groups differences were detected for any of the study outcomes. SMS response rates were not statistically significantly associated with study outcomes. No adverse events were reported. CONCLUSIONS A semi-tailored SMS weight loss intervention among overweight and obese adults was not statistically superior in efficacy to paper-based messaging. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT04506996.
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Affiliation(s)
- Anna Y. Kharmats
- Bloomberg School of Public Health, Department of International Health, Johns Hopkins University, Baltimore, MD, USA
- New York University Grossman School of Medicine, Department of Population Health, New York, NY, USA
| | - Chan Wang
- New York University Grossman School of Medicine, Department of Population Health, New York, NY, USA
| | - Laura Fuentes
- Bloomberg School of Public Health, Department of Health, Behavior & Society, Baltimore, MD, USA
| | - Lu Hu
- New York University Grossman School of Medicine, Department of Population Health, New York, NY, USA
| | - Tina Kline
- Bloomberg School of Public Health, Department of Health, Behavior & Society, Baltimore, MD, USA
| | - Kevin Welding
- Bloomberg School of Public Health, Department of Health, Behavior & Society, Baltimore, MD, USA
| | - Lawrence J. Cheskin
- George Mason University, College of Health and Human Services, Department of Nutrition and Food Studies, Fairfax, VA, USA
- Johns Hopkins School of Medicine, Department of Medicine, Baltimore, MD, USA
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11
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MacPherson MM, Merry KJ, Locke SR, Jung ME. mHealth prompts within diabetes prevention programs: a scoping review. Mhealth 2022; 8:20. [PMID: 35449504 PMCID: PMC9014231 DOI: 10.21037/mhealth-21-22] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Accepted: 11/04/2021] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND Mobile health (mHealth) prompts (e.g., text messaging, push notifications) are a commonly used technique within behaviour change interventions to prompt or cue a specific behaviour. Such prompts are being increasingly integrated into diabetes prevention programs (DPPs). While mHealth prompts provide a convenient and cost-effective way to reinforce behaviour change, no reviews to date have examined mHealth prompt use within DPPs. This scoping review aims to: (I) understand how mHealth prompts are being used within behaviour change interventions for individuals at risk for developing type 2 diabetes (T2D); and (II) provide recommendations for future mHealth prompt research, design, and application. METHODS The scoping review methodology outlined by Arksey and O'Malley were followed. Medline, CINAHL, PsycInfo, Web of Science, and SportDiscus were searched. The search strategy combined keywords relating to T2D risk and mHealth prompts in conjunction with database-controlled vocabulary when available (e.g., MeSH for Medline). RESULTS Of the 4,325 publications screened, 44 publications (based on 33 studies) met the inclusion criteria and were included for data extraction. Text messaging was the most widely used mHealth prompt (73%) followed by push notifications (21%). Only 30% of studies discussed the theoretical basis for prompt content and time of day messages were sent, and only 27% provided justification for prompt timing and frequency. Fourteen studies assessed participant satisfaction with mHealth prompts of which only two reported dissatisfaction due to either prompting frequency (hourly) or message content (solely focused on weight). Nine studies assessed behavioural outcomes including weight loss, physical activity, and diabetes incidence, and found mixed effects overall. CONCLUSIONS While mHealth prompts were well-received by participants, there are mixed effects on the influence of mHealth prompts on behavioural outcomes and diabetes incidence. More thorough reporting of prompt content development and delivery is needed, and more experimental research is needed to identify optimal content, delivery characteristics, and impact on behavioural and clinical outcomes.
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Affiliation(s)
- Megan M. MacPherson
- School of Health and Exercise Sciences, University of British Columbia, Kelowna, Canada
| | - Kohle J. Merry
- School of Rehabilitation Sciences, University of British Columbia, Vancouver, Canada
| | - Sean R. Locke
- Department of Kinesiology, Brock University, St. Catherines, Canada
| | - Mary E. Jung
- School of Health and Exercise Sciences, University of British Columbia, Kelowna, Canada
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12
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Zhang S, Zuo H, Meng X, Hu D. Support Life Club: A New Model Based on Social Media Group Chats and Social Activities That Can Improve Adherence and Clinical Outcomes in Patients Receiving Cardiac Rehabilitation. Patient Prefer Adherence 2022; 16:1907-1917. [PMID: 35945984 PMCID: PMC9357385 DOI: 10.2147/ppa.s368615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Accepted: 07/28/2022] [Indexed: 11/23/2022] Open
Abstract
AIM To describe a new model, the Support Life Club (SLC), for participants of Phase II cardiac rehabilitation (CR) programs and to evaluate this model for adherence, completion rates, and clinical outcomes. METHODS This retrospective study involved 391 consecutive patients who participated in an outpatient CR program between September 2016 and May 2020. The intervention group (SLC) was comprised of 198 patients who participated in education, WeChat-based group activity as well as outdoor activities, while the control group (non-intervention) was comprised of 193 cases. All patients attended a 12-week supervised outpatient CR program (three sessions per week, each lasting 40min). The intervention and control groups were compared for completion rates, Cardiopulmonary Exercise Test (CPET) results, Six-minute Walk Test (6MWT) distances, and Patient Health Questionnaire-9 (PHQ-9) scores. RESULTS Patients in the intervention group attended at least 75% of the exercise training sessions more often than those in the control group (72.5% vs 40.41%, adjusted odds ratio (OR): 27.385; 95% CI: 10.2 to 73.6; P = 0.0000). Analysis of variance (2 × 2 ANOVA) revealed a significant group-by-time interaction in PHQ9 and 6MWT test results (p = 0.000). CONCLUSION The addition of SLC to a cardiac rehabilitation program resulted in better outcomes for PHQ9 and 6MWT tests and may be a useful strategy to improve exercise adherence.
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Affiliation(s)
- Sisi Zhang
- Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
| | - Houjuan Zuo
- Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
| | - Xiaoping Meng
- Affiliated Hospital of Changchun Traditional Chinese Medicine, Changchun, People’s Republic of China
- Correspondence: Xiaoping Meng, Affiliated Hospital of Changchun Traditional Chinese Medicine, Gongnong Avenue No. 1478, Chaoyang District, Changchun, 130000, People’s Republic of China, Tel +86-13180889540, Email
| | - Dayi Hu
- Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
- People’s Hospital of Peking University, Beijing, People’s Republic of China
- Dayi Hu, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Jiefang Avenue No. 1095, Qiaokou District, Wuhan, 430000, People’s Republic of China, Tel +86-13901389171, Email
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13
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Gonzalez-Nahm S, Ames ML, Benjamin-Neelon SE. Formative evaluation of a portion control and calorie reduction campaign: Insights from focus groups with target audience. Prev Med Rep 2021; 24:101614. [PMID: 34976670 PMCID: PMC8684014 DOI: 10.1016/j.pmedr.2021.101614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 10/15/2021] [Accepted: 10/22/2021] [Indexed: 11/25/2022] Open
Abstract
Healthy eating campaigns can increase awareness of healthful foods and eating patterns and prompt behavior change. Portion control can be a useful strategy in weight management efforts, and new, innovative campaigns can help invigorate messages related to portion control and weight management. This qualitative study presents results of formative testing of portion control and calorie reduction messages and infographics for a proposed campaign. We conducted 17 focus groups with 113 adults ages 18-65 years in 3 US cities. We conducted separate focus groups by weight status (overweight/healthy weight) and gender (male/female) and analyzed coded data and categorized emerging themes. Participants, especially those with healthy weights, gravitated toward specific, and achievable messages to encourage portion control and calorie reduction. Men with overweight and women with healthy weights preferred messages that had a positive, supportive tone. Participants favored messages that addressed overeating and allowed for autonomy. In particular, women and those with healthy weights preferred messages that encouraged calorie budgeting. Many participants, in particular men, provided positive feedback on messages encouraging a "fresh start" on Mondays. Additionally, participants preferred messages that were colorful, informative, realistic, attractive, and relatable. With regard to message dissemination, participants suggested that messages and infographics be positioned in high-traffic areas and men generally suggested places where food decisions are made. Moreover, participants suggested message dissemination through trusted health professionals and credible research organizations. Health organizations planning a portion control or calorie reduction campaign should consider these factors early in the development process to help ensure acceptance and success.
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Affiliation(s)
- Sarah Gonzalez-Nahm
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, 615 N. Wolfe St., Baltimore, MD, USA
| | - Meghan L Ames
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, 615 N. Wolfe St., Baltimore, MD, USA
| | - Sara E Benjamin-Neelon
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, 615 N. Wolfe St., Baltimore, MD, USA
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14
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MacPherson M, Cranston K, Johnston C, Locke S, Jung ME. Evaluation and Refinement of a Bank of SMS Text Messages to Promote Behavior Change Adherence Following a Diabetes Prevention Program: Survey Study. JMIR Form Res 2021; 5:e28163. [PMID: 34448713 PMCID: PMC8433931 DOI: 10.2196/28163] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Revised: 06/04/2021] [Accepted: 07/05/2021] [Indexed: 02/07/2023] Open
Abstract
Background SMS text messaging is a low-cost and far-reaching modality that can be used to augment existing diabetes prevention programs and improve long-term diet and exercise behavior change adherence. To date, little research has been published regarding the process of SMS text message content development. Understanding how interventions are developed is necessary to evaluate their evidence base and to guide the implementation of effective and scalable mobile health interventions in public health initiatives and in future research. Objective This study aims to describe the development and refinement of a bank of SMS text messages targeting diet and exercise behavior change to be implemented following a diabetes prevention program. Methods A bank of 124 theory-based SMS text messages was developed using the Behaviour Change Wheel and linked to active intervention components (behavior change techniques [BCTs]). The Behaviour Change Wheel is a theory-based framework that provides structure to intervention development and can guide the use of evidence-based practices in behavior change interventions. Once the messages were written, 18 individuals who either participated in a diabetes prevention program or were a diabetes prevention coach evaluated the messages on their clarity, utility, and relevance via survey using a 5-point Likert scale. Messages were refined according to participant feedback and recoded to obtain an accurate representation of BCTs in the final bank. Results 76/124 (61.3%) messages were edited, 4/124 (3.2%) were added, and 8/124 (6.5%) were removed based on participant scores and feedback. Of the edited messages, 43/76 (57%) received minor word choice and grammar alterations while retaining their original BCT code; the remaining 43% (33/76, plus the 4 newly written messages) were recoded by a reviewer trained in BCT identification. Conclusions This study outlines the process used to develop and refine a bank of SMS text messages to be implemented following a diabetes prevention program. This resulted in a bank of 120 theory-based, user-informed SMS text messages that were overall deemed clear, useful, and relevant by both individuals who will be receiving and delivering them. This formative development process can be used as a blueprint in future SMS text messaging development to ensure that message content is representative of the evidence base and is also grounded in theory and evaluated by key knowledge users.
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Affiliation(s)
- Megan MacPherson
- School of Health and Exercise Sciences, Faculty of Health and Social Development, University of British Columbia, Kelowna, BC, Canada
| | - Kaela Cranston
- School of Health and Exercise Sciences, Faculty of Health and Social Development, University of British Columbia, Kelowna, BC, Canada
| | - Cara Johnston
- School of Health and Exercise Sciences, Faculty of Health and Social Development, University of British Columbia, Kelowna, BC, Canada
| | - Sean Locke
- Department of Kinesiology, Brock University, St Catharines, ON, Canada
| | - Mary E Jung
- School of Health and Exercise Sciences, Faculty of Health and Social Development, University of British Columbia, Kelowna, BC, Canada
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15
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MacPherson MM, Cranston KD, Locke SR, Bourne JE, Jung ME. Using the behavior change wheel to develop text messages to promote diet and physical activity adherence following a diabetes prevention program. Transl Behav Med 2021; 11:1585-1595. [PMID: 34008852 PMCID: PMC8604265 DOI: 10.1093/tbm/ibab058] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Improving diet and physical activity (PA) can reduce the risk of developing type 2 diabetes (T2D); however, long-term diet and PA adherence is poor. To impact population-level T2D risk, scalable interventions facilitating behavior change adherence are needed. Text messaging interventions supplementing behavior change interventions can positively influence health behaviors including diet and PA. The Behavior Change Wheel (BCW) provides structure to intervention design and has been used extensively in health behavior change interventions. Describe the development process of a bank of text messages targeting dietary and PA adherence following a diabetes prevention program using the BCW. The BCW was used to select the target behavior, barriers and facilitators to engaging in the behavior, and associated behavior change techniques (BCTs). Messages were written to map onto BCTs and were subsequently coded for BCT fidelity. The target behaviors were adherence to diet and PA recommendations. A total of 16 barriers/facilitators and 28 BCTs were selected for inclusion in the messages. One hundred and twenty-four messages were written based on selected BCTs. Following the fidelity check a total of 43 unique BCTs were present in the final bank of messages. This study demonstrates the application of the BCW to guide the development of a bank of text messages for individuals with prediabetes. Results underscore the potential utility of having independent coders for an unbiased expert evaluation of what active components are in use. Future research is needed to demonstrate the feasibility and effectiveness of resulting bank of messages.
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Affiliation(s)
- Megan M MacPherson
- School of Health and Exercise Sciences, Faculty of Health and Social
Development, University of British Columbia,
Kelowna, Canada
| | - Kaela D Cranston
- School of Health and Exercise Sciences, Faculty of Health and Social
Development, University of British Columbia,
Kelowna, Canada
| | - Sean R Locke
- Kinesiology, Faculty of Applied Health Sciences, Brock
University, St. Catharines, Ontario,
Canada
| | - Jessica E Bourne
- Centre for Exercise, Nutrition and Health Sciences, School of Policy
Studies, University of Bristol, Bristol,
UK
| | - Mary E Jung
- School of Health and Exercise Sciences, Faculty of Health and Social
Development, University of British Columbia,
Kelowna, Canada
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16
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Brown A, Sutherland R, Janssen L, Hudson N, Chooi A, Reynolds R, Walton A, Lecathelinais C, Reilly K, Nathan N, Wolfenden L. Enhancing the potential effects of text messages delivered via an m-health intervention to improve packing of healthy school lunchboxes. Public Health Nutr 2021; 24:2867-2876. [PMID: 33050974 PMCID: PMC9884787 DOI: 10.1017/s1368980020003997] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Revised: 09/20/2020] [Accepted: 10/02/2020] [Indexed: 01/08/2023]
Abstract
OBJECTIVE The aim of the study was to assess the impact of different lunchbox messages on parents' intention to pack a healthy lunchbox. DESIGN This study employed an experimental design. SETTING A series of messages were developed to align with the six constructs of the Health Belief Model. Messages were also developed that were (and were not) personalised and varied based on the source of the information provided (university, school, dietitian and health promotion service). During a telephone survey, participants were read the content of each message and asked about their intention to pack a healthy lunchbox. PARTICIPANTS Parents of primary school-aged children were randomised to receive different messages to encourage the packing of healthy lunchboxes. RESULTS The study was completed by 511 parents. Linear mixed regression analyses identified significant differences (P < 0·05) in intention scores between variant messages targeting the same behavioural constructs for 'susceptibility', 'severity', 'benefits' and 'barriers' but not 'cues to action' or 'self-efficacy'. The highest mean behavioural intention score was for 'benefits', whilst the lowest mean score was for 'barriers'. There were no significant differences in intention scores of parents receiving messages from a dietitian, university, health promotion team or school (P = 0·37). Intention scores did not differ in which messages were personalised based on child's name (P = 0·84) or grade level (P = 0·54). CONCLUSIONS The findings suggest that messages that focus on the benefits of packing healthy lunchboxes may be particularly useful in improving intentions of parents to pack healthy foods for their children to consume at school.
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Affiliation(s)
- Alison Brown
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- Hunter New England Population Health, Locked Bag 10, Wallsend, NSW2287, Australia
- Hunter Medical Research Institute, New Lambton Heights, NSW, Australia
- Priority Research Centre for Health Behaviour, University of Newcastle, Callaghan, NSW, Australia
| | - Rachel Sutherland
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- Hunter New England Population Health, Locked Bag 10, Wallsend, NSW2287, Australia
- Hunter Medical Research Institute, New Lambton Heights, NSW, Australia
- Priority Research Centre for Health Behaviour, University of Newcastle, Callaghan, NSW, Australia
| | - Lisa Janssen
- Hunter New England Population Health, Locked Bag 10, Wallsend, NSW2287, Australia
| | - Nayerra Hudson
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- Hunter New England Population Health, Locked Bag 10, Wallsend, NSW2287, Australia
| | - Amelia Chooi
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- Hunter New England Population Health, Locked Bag 10, Wallsend, NSW2287, Australia
| | - Renee Reynolds
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- Hunter New England Population Health, Locked Bag 10, Wallsend, NSW2287, Australia
| | - Alison Walton
- Mid North Coast Local Health District Health Promotion, Kempsey, NSW, Australia
| | - Christophe Lecathelinais
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- Hunter New England Population Health, Locked Bag 10, Wallsend, NSW2287, Australia
- Hunter Medical Research Institute, New Lambton Heights, NSW, Australia
- Priority Research Centre for Health Behaviour, University of Newcastle, Callaghan, NSW, Australia
| | - Kathryn Reilly
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- Hunter New England Population Health, Locked Bag 10, Wallsend, NSW2287, Australia
- Hunter Medical Research Institute, New Lambton Heights, NSW, Australia
- Priority Research Centre for Health Behaviour, University of Newcastle, Callaghan, NSW, Australia
| | - Nicole Nathan
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- Hunter New England Population Health, Locked Bag 10, Wallsend, NSW2287, Australia
- Hunter Medical Research Institute, New Lambton Heights, NSW, Australia
- Priority Research Centre for Health Behaviour, University of Newcastle, Callaghan, NSW, Australia
| | - Luke Wolfenden
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- Hunter New England Population Health, Locked Bag 10, Wallsend, NSW2287, Australia
- Hunter Medical Research Institute, New Lambton Heights, NSW, Australia
- Priority Research Centre for Health Behaviour, University of Newcastle, Callaghan, NSW, Australia
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17
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Gold N, Yau A, Rigby B, Dyke C, Remfry EA, Chadborn T. Effectiveness of Digital Interventions for Reducing Behavioral Risks of Cardiovascular Disease in Nonclinical Adult Populations: Systematic Review of Reviews. J Med Internet Res 2021; 23:e19688. [PMID: 33988126 PMCID: PMC8164125 DOI: 10.2196/19688] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Revised: 10/05/2020] [Accepted: 02/03/2021] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Digital health interventions are increasingly being used as a supplement or replacement for face-to-face services as a part of predictive prevention. They may be offered to those who are at high risk of cardiovascular disease and need to improve their diet, increase physical activity, stop smoking, or reduce alcohol consumption. Despite the popularity of these interventions, there is no overall summary and comparison of the effectiveness of different modes of delivery of a digital intervention to inform policy. OBJECTIVE This review aims to summarize the effectiveness of digital interventions in improving behavioral and health outcomes related to physical activity, smoking, alcohol consumption, or diet in nonclinical adult populations and to identify the effectiveness of different modes of delivery of digital interventions. METHODS We reviewed articles published in the English language between January 1, 2009, and February 25, 2019, that presented a systematic review with a narrative synthesis or meta-analysis of any study design examining digital intervention effectiveness; data related to adults (≥18 years) in high-income countries; and data on behavioral or health outcomes related to diet, physical activity, smoking, or alcohol, alone or in any combination. Any time frame or comparator was considered eligible. We searched MEDLINE, Embase, PsycINFO, Cochrane Reviews, and gray literature. The AMSTAR-2 tool was used to assess review confidence ratings. RESULTS We found 92 reviews from the academic literature (47 with meta-analyses) and 2 gray literature items (1 with a meta-analysis). Digital interventions were typically more effective than no intervention, but the effect sizes were small. Evidence on the effectiveness of digital interventions compared with face-to-face interventions was mixed. Most trials reported that intent-to-treat analysis and attrition rates were often high. Studies with long follow-up periods were scarce. However, we found that digital interventions may be effective for up to 6 months after the end of the intervention but that the effects dissipated by 12 months. There were small positive effects of digital interventions on smoking cessation and alcohol reduction; possible effectiveness in combined diet and physical activity interventions; no effectiveness for interventions targeting physical activity alone, except for when interventions were delivered by mobile phone, which had medium-sized effects; and no effectiveness observed for interventions targeting diet alone. Mobile interventions were particularly effective. Internet-based interventions were generally effective. CONCLUSIONS Digital interventions have small positive effects on smoking, alcohol consumption, and in interventions that target a combination of diet and physical activity. Small effects may have been due to the low efficacy of treatment or due to nonadherence. In addition, our ability to make inferences from the literature we reviewed was limited as those interventions were heterogeneous, many reviews had critically low AMSTAR-2 ratings, analysis was typically intent-to-treat, and follow-up times were relatively short. TRIAL REGISTRATION PROSPERO International Prospective Register of Systematic Reviews CRD42019126074; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=126074.
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Affiliation(s)
- Natalie Gold
- Public Health England, London, United Kingdom.,Centre for Philosophy of Natural and Social Science, London School of Economics and Political Science, London, United Kingdom
| | - Amy Yau
- Public Health England, London, United Kingdom.,Centre for Diet and Activity Research, MRC Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom
| | - Benjamin Rigby
- Public Health England, London, United Kingdom.,Department of Sociology, University of Durham, Durham, United Kingdom
| | - Chris Dyke
- Public Health England, London, United Kingdom.,Department of Social Science, Institute of Education, University College London, London, United Kingdom
| | - Elizabeth Alice Remfry
- Public Health England, London, United Kingdom.,Global Health Section, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
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18
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Graham AK, Munson SA, Reddy M, Neubert SW, Green EA, Chang A, Spring B, Mohr DC, Wildes JE. Integrating User-Centered Design and Behavioral Science to Design a Mobile Intervention for Obesity and Binge Eating: Mixed Methods Analysis. JMIR Form Res 2021; 5:e23809. [PMID: 33970114 PMCID: PMC8145081 DOI: 10.2196/23809] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 12/01/2020] [Accepted: 12/24/2020] [Indexed: 12/13/2022] Open
Abstract
Background Accounting for how end users engage with technologies is imperative for designing an efficacious mobile behavioral intervention. Objective This mixed methods analysis examined the translational potential of user-centered design and basic behavioral science to inform the design of a new mobile intervention for obesity and binge eating. Methods A total of 22 adults (7/22, 32% non-Hispanic White; 8/22, 36% male) with self-reported obesity and recurrent binge eating (≥12 episodes in 3 months) who were interested in losing weight and reducing binge eating completed a prototyping design activity over 1 week. Leveraging evidence from behavioral economics on choice architecture, participants chose treatment strategies from 20 options (aligned with treatment targets composing a theoretical model of the relation between binge eating and weight) to demonstrate which strategies and treatment targets are relevant to end users. The process by which participants selected and implemented strategies and their change in outcomes were analyzed. Results Although prompted to select one strategy, participants selected between 1 and 3 strategies, citing perceived achievability, helpfulness, or relevance as selection reasons. Over the week, all practiced a strategy at least once; 82% (18/22) struggled with implementation, and 23% (5/22) added a new strategy. Several themes emerged on successes and challenges with implementation, yielding design implications for supporting users in behavior change. In postexperiment reflections, 82% (18/22) indicated the strategy was helpful, and 86% (19/22) planned to continue use. One-week average within-subject changes in weight (–2.2 [SD –5.0] pounds) and binge eating (–1.6 [SD –1.8] episodes) indicated small clinical improvement. Conclusions Applying user-centered design and basic behavioral science yielded design insights to incorporate personalization through user choice with guidance, which may enhance engagement with and potential efficacy of digital health interventions.
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Affiliation(s)
- Andrea K Graham
- Center for Behavioral Intervention Technologies, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.,Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Sean A Munson
- Department of Human Centered Design & Engineering, University of Washington, Seattle, WA, United States
| | - Madhu Reddy
- Center for Behavioral Intervention Technologies, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.,Department of Communication Studies, Northwestern University, Chicago, IL, United States
| | - Sarah W Neubert
- Center for Behavioral Intervention Technologies, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.,Weinberg College of Arts and Sciences, Northwestern University, Evanston, IL, United States
| | - Emilie A Green
- Center for Behavioral Intervention Technologies, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.,Weinberg College of Arts and Sciences, Northwestern University, Evanston, IL, United States
| | - Angela Chang
- Center for Behavioral Intervention Technologies, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.,Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Bonnie Spring
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - David C Mohr
- Center for Behavioral Intervention Technologies, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.,Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Jennifer E Wildes
- Department of Psychiatry & Behavioral Neuroscience, University of Chicago, Chicago, IL, United States
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19
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Acharya A, Cunningham K, Manandhar S, Shrestha N, Chen M, Weissman A. Exploring the Use of Mobile Health to Improve Community-Based Health and Nutrition Service Utilization in the Hills of Nepal: Qualitative Study. J Med Internet Res 2020; 22:e17659. [PMID: 32915151 PMCID: PMC7519433 DOI: 10.2196/17659] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2020] [Revised: 06/28/2020] [Accepted: 07/26/2020] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND With mobile phone coverage and ownership expanding globally, mobile health (mHealth) interventions are increasingly being used to improve coverage and quality of health and nutrition services. However, evidence on mHealth intervention feasibility and factors to consider during program design is limited in low- and middle-income countries like Nepal. OBJECTIVE This study aimed to examine the potential of using text messages to improve health and nutrition services by exploring mobile phone ownership and sharing; mobile phone use and skills; and interest, preferences, and limitations regarding mHealth interventions. METHODS We conducted 35 in-depth interviews with 1000-day women (the period from conception to a child's second birthday), health facility staff, and female community health volunteers (FCHVs), as well as eight focus group discussions with health facility staff, FCHVs, and 1000-day household decision-makers (ie, husbands, mothers-in-law, and fathers-in-law). We also conducted a mobile phone skills test. We employed thematic analysis using framework matrices and analytical memos. RESULTS The study included 70 study participants, of whom 68 (97%) had a mobile phone, and phone sharing was uncommon. Use of text messages was most commonly reported by 1000-day women and health facility staff than household decision-makers and FCHVs. More than 8 in 10 participants (54/64, 84%) could dial numbers, and the majority (28/34, 82%) of 1000-day women, health facility staff, and male decision-makers could also read and write text messages. We found that 1000-day women preferred educational and reminder messages, whereas health facility staff and FCHVs desired educational and motivational messages. Participants suggested different types of texts for 1000-day women, families, FCHVs, and health facility staff, and reported less value for texts received from unknown phone numbers. CONCLUSIONS A text message-based mHealth intervention is acceptable in the hills of Nepal and has the potential to improve community health and nutrition service utilization, particularly by sending meeting reminders and by providing information. Our findings contribute to text message-based mHealth intervention design in under-resourced settings.
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Affiliation(s)
- Ajay Acharya
- Family Health International 360, Kathmandu, Nepal
| | | | | | | | - Mario Chen
- Global Health, Population, and Nutrition, Family Health International 360, Durham, NC, United States
| | - Amy Weissman
- Asia Pacific Regional Office, Family Health International 360, Bangkok, Thailand
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20
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Niu Z, Wang T, Hu P, Mei J, Tang Z. Chinese Public's Engagement in Preventive and Intervening Health Behaviors During the Early Breakout of COVID-19: Cross-Sectional Study. J Med Internet Res 2020; 22:e19995. [PMID: 32716897 PMCID: PMC7474413 DOI: 10.2196/19995] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Revised: 06/27/2020] [Accepted: 07/26/2020] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND Since January 2020, the coronavirus disease (COVID-19) swept over China and then the world, causing a global public health crisis. People's adoption of preventive and intervening behaviors is critical in curbing the spread of the virus. OBJECTIVE The aim of this study is to evaluate Chinese people's adoption of health behaviors in responding to COVID-19 and to identify key determinants for their engagement. METHODS An anonymous online questionnaire was distributed in early February 2020 among Mainland Chinese (18 years or older) to examine their engagement in preventive behaviors (eg, frequent handwashing, wearing masks, staying at home) and intervening behaviors (eg, advising family to wash hands frequently), and to explore potential determinants for their adoption of these health behaviors. RESULTS Out of 2949 participants, 55.3% (n=1629) reported frequent engagement in preventive health behaviors, and over 84% (n=2493) performed at least one intervening health behavior. Greater engagement in preventive behaviors was found among participants who received higher education, were married, reported fewer barriers and greater benefits of engagement, reported greater self-efficacy and emotional support, had greater patient-centered communication before, had a greater media literacy level, and had greater new media and traditional media use for COVID-19 news. Greater engagement in intervening behaviors was observed among participants who were married, had lower income, reported greater benefits of health behaviors, had greater patient-centered communication before, had a lower media literacy level, and had a greater new media and traditional media use for COVID-19 news. CONCLUSIONS Participants' engagement in coronavirus-related preventive and intervening behaviors was overall high, and the associations varied across demographic and psychosocial variables. Hence, customized health interventions that address the determinants for health behaviors are needed to improve people's adherence to coronavirus-related behavior guidelines.
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Affiliation(s)
- Zhaomeng Niu
- Rutgers Cancer Insititute of New Jersey, New Brunswick, NJ, United States
| | | | | | | | - Zhihan Tang
- Hengyang Medical College, University of South China, Hengyang, China
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21
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Wolner-Strohmeyer G, Keilani M, Mähr B, Morawetz E, Zdravkovic A, Wagner B, Palma S, Mickel M, Jordakieva G, Crevenna R. Can reminders improve adherence to regular physical activity and exercise recommendations in people over 60 years old? : A randomized controlled study. Wien Klin Wochenschr 2020; 133:620-624. [PMID: 32591933 PMCID: PMC7318722 DOI: 10.1007/s00508-020-01699-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Accepted: 05/30/2020] [Indexed: 11/07/2022]
Abstract
Purpose The purpose of the study was to investigate whether additional reminders could enhance adherence to a 12-week program consisting of regular physical activity. Methods The study collective consisted of pensioners insured with the Austrian Insurance Fund for Civil or Public Servants. They were made aware of our program through the public service union. The subjects were randomized to an intervention group (group A) that received reminders and to a control group (group B) that did not receive such notifications. Adherence to physical activity was assessed by the use of diaries. Results Group A performed 96 min more moderate intensity regular physical activity per week than group B (group A median 269 min, r = 0–1560 min; group B median 173 min, r = 0–2700 min). The Mann–Whitney U-test showed no significant differences (p = 0.080) between the study groups. There was no difference in muscle strengthening activity (group A: median: 2, r = 0–13 sessions; group B: median: 2, r = 0–20 sessions). Conclusion The major positive observation was that both the experimental and control group participants exceeded the recommended level of physical activity. Nevertheless, there were some differences concerning the minutes of physical activity performed in favor of the intervention group.
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Affiliation(s)
- Gudrun Wolner-Strohmeyer
- Wien Hauptstelle, Versicherungsanstalt öffentlich Bediensteter, Eisenbahnen und Bergbau, Vienna, Austria
| | - Mohammad Keilani
- Department of Physical Medicine, Rehabilitation and Occupational Medicine, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - Bruno Mähr
- Therapiezentrum Rosalienhof, Versicherungsanstalt öffentlich Bediensteter, Eisenbahnen und Bergbau, Bad Tatzmannsdorf, Austria
| | - Eva Morawetz
- Wien Hauptstelle, Versicherungsanstalt öffentlich Bediensteter, Eisenbahnen und Bergbau, Vienna, Austria
| | - Andrej Zdravkovic
- Department of Physical Medicine, Rehabilitation and Occupational Medicine, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - Barbara Wagner
- Department of Physical Medicine, Rehabilitation and Occupational Medicine, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - Stefano Palma
- Department of Physical Medicine, Rehabilitation and Occupational Medicine, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - Michael Mickel
- Department of Physical Medicine, Rehabilitation and Occupational Medicine, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - Galateja Jordakieva
- Department of Physical Medicine, Rehabilitation and Occupational Medicine, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - Richard Crevenna
- Department of Physical Medicine, Rehabilitation and Occupational Medicine, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria.
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22
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Gonzalez-Nahm S, Bhatti AM, Ames ML, Zaltz D, Benjamin-Neelon SE. A Public Health Messaging Campaign to Reduce Caloric Intake: Feedback From Expert Stakeholders. JOURNAL OF NUTRITION EDUCATION AND BEHAVIOR 2020; 52:595-606. [PMID: 32299674 DOI: 10.1016/j.jneb.2020.02.018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Revised: 02/24/2020] [Accepted: 02/26/2020] [Indexed: 06/11/2023]
Abstract
OBJECTIVE To obtain expert feedback on a public health messaging campaign to reduce caloric intake in US adults. DESIGN AND SETTING In 2018, researchers conducted semistructured telephone interviews with US-based experts in obesity prevention, mental health, and health communications. PARTICIPANTS The research team invited 100 experts to participate using purposive and snowball sampling techniques. Of those invited, 60 completed interviews, among which 37 (62%) were obesity prevention experts, 12 (20%) were mental health experts, and 11 (18%) were health communications experts. MAIN OUTCOME MEASURE Expert feedback regarding a public health messaging campaign to reduce caloric intake. ANALYSIS Two researchers reviewed and coded all transcripts. The team identified major themes and summarized findings. RESULTS Most experts identified barriers to effective calorie reduction including social and environmental factors, lack of actionable strategies, and confusion regarding healthy eating messages. Expert suggestions for effective messaging included addressing eating patterns, emphasizing nutrient density, and dissemination through multiple channels and trusted sources. In general, mental health experts more frequently voiced concerns regarding eating disorders, and communications experts raised issues regarding the dissemination of campaigns. CONCLUSIONS AND IMPLICATIONS Professionals should identify and address barriers to delivering a calorie reduction campaign before implementation, using strategies that enhance delivery to ensure an effective campaign.
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Affiliation(s)
- Sarah Gonzalez-Nahm
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD.
| | - Anam M Bhatti
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Meghan L Ames
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Daniel Zaltz
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Sara E Benjamin-Neelon
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
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23
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NeCamp T, Sen S, Frank E, Walton MA, Ionides EL, Fang Y, Tewari A, Wu Z. Assessing Real-Time Moderation for Developing Adaptive Mobile Health Interventions for Medical Interns: Micro-Randomized Trial. J Med Internet Res 2020; 22:e15033. [PMID: 32229469 PMCID: PMC7157494 DOI: 10.2196/15033] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Revised: 10/26/2019] [Accepted: 12/15/2019] [Indexed: 01/20/2023] Open
Abstract
Background Individuals in stressful work environments often experience mental health issues, such as depression. Reducing depression rates is difficult because of persistently stressful work environments and inadequate time or resources to access traditional mental health care services. Mobile health (mHealth) interventions provide an opportunity to deliver real-time interventions in the real world. In addition, the delivery times of interventions can be based on real-time data collected with a mobile device. To date, data and analyses informing the timing of delivery of mHealth interventions are generally lacking. Objective This study aimed to investigate when to provide mHealth interventions to individuals in stressful work environments to improve their behavior and mental health. The mHealth interventions targeted 3 categories of behavior: mood, activity, and sleep. The interventions aimed to improve 3 different outcomes: weekly mood (assessed through a daily survey), weekly step count, and weekly sleep time. We explored when these interventions were most effective, based on previous mood, step, and sleep scores. Methods We conducted a 6-month micro-randomized trial on 1565 medical interns. Medical internship, during the first year of physician residency training, is highly stressful, resulting in depression rates several folds higher than those of the general population. Every week, interns were randomly assigned to receive push notifications related to a particular category (mood, activity, sleep, or no notifications). Every day, we collected interns’ daily mood valence, sleep, and step data. We assessed the causal effect moderation by the previous week’s mood, steps, and sleep. Specifically, we examined changes in the effect of notifications containing mood, activity, and sleep messages based on the previous week’s mood, step, and sleep scores. Moderation was assessed with a weighted and centered least-squares estimator. Results We found that the previous week’s mood negatively moderated the effect of notifications on the current week’s mood with an estimated moderation of −0.052 (P=.001). That is, notifications had a better impact on mood when the studied interns had a low mood in the previous week. Similarly, we found that the previous week’s step count negatively moderated the effect of activity notifications on the current week’s step count, with an estimated moderation of −0.039 (P=.01) and that the previous week’s sleep negatively moderated the effect of sleep notifications on the current week’s sleep with an estimated moderation of −0.075 (P<.001). For all three of these moderators, we estimated that the treatment effect was positive (beneficial) when the moderator was low, and negative (harmful) when the moderator was high. Conclusions These findings suggest that an individual’s current state meaningfully influences their receptivity to mHealth interventions for mental health. Timing interventions to match an individual’s state may be critical to maximizing the efficacy of interventions. Trial Registration ClinicalTrials.gov NCT03972293; http://clinicaltrials.gov/ct2/show/NCT03972293
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Affiliation(s)
- Timothy NeCamp
- Department of Statistics, University of Michigan, Ann Arbor, MI, United States
| | - Srijan Sen
- Molecular and Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States.,Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - Elena Frank
- Molecular and Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
| | - Maureen A Walton
- Addiction Center, Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States.,Injury Prevention Center, University of Michigan, Ann Arbor, MI, United States
| | - Edward L Ionides
- Department of Statistics, University of Michigan, Ann Arbor, MI, United States
| | - Yu Fang
- Molecular and Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
| | - Ambuj Tewari
- Department of Statistics, University of Michigan, Ann Arbor, MI, United States
| | - Zhenke Wu
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, United States.,Michigan Institute for Data Science, University of Michigan, Ann Arbor, MI, United States
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24
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Stephenson A, Garcia-Constantino M, McDonough SM, Murphy MH, Nugent CD, Mair JL. Iterative four-phase development of a theory-based digital behaviour change intervention to reduce occupational sedentary behaviour. Digit Health 2020; 6:2055207620913410. [PMID: 32257366 PMCID: PMC7099670 DOI: 10.1177/2055207620913410] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Accepted: 02/21/2020] [Indexed: 11/16/2022] Open
Abstract
Introduction As high amounts of occupational sitting have been associated with negative
health consequences, designing workplace interventions to reduce sedentary
behaviour (SB) is of public health interest. Digital technology may serve as
a cost-effective and scalable platform to deliver such an intervention. This
study describes the iterative development of a theory-based, digital
behaviour change intervention to reduce occupational SB. Methods The behaviour change wheel and The Behaviour Change Technique Taxonomy were
used to guide the intervention design process and form a basis for selecting
the intervention components. The development process consisted of four
phases: phase 1 – preliminary research, phase 2 – consensus workshops, phase
3 – white boarding and phase 4 – usability testing. Results The process led to the development and refinement of a smartphone application
– Worktivity. The core component was self-monitoring and feedback of SB at
work, complemented by additional features focusing on goal setting, prompts
and reminders to break up prolonged periods of sitting, and educational
facts and tips. Key features of the app included simple data entry and
personalisation based on each individual’s self-reported sitting time.
Results from the ‘think-aloud’ interviews (n=5) suggest
Worktivity was well accepted and that users were positive about its
features. Conclusion This study led to the development of Worktivity, a theory-based and
user-informed mobile app intervention to reduce occupational SB. It is the
first app of its kind developed with the primary aim of reducing
occupational SB using digital self-monitoring. This paper provides a
template to guide others in the development and evaluation of
technology-supported behaviour change interventions.
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Affiliation(s)
- Aoife Stephenson
- Centre for Physical Activity and Health Research, Faculty of Life and Health Sciences, Ulster University, UK.,Centre for Health and Rehabilitation Technologies, Institute of Nursing and Health Research, Faculty of Life and Health Sciences, Ulster University, UK
| | - Matias Garcia-Constantino
- School of Computing, Faculty of Computing, Engineering and the Built Environment, Ulster University, UK
| | - Suzanne M McDonough
- Centre for Health and Rehabilitation Technologies, Institute of Nursing and Health Research, Faculty of Life and Health Sciences, Ulster University, UK.,School of Physiotherapy, University of Otago, New Zealand
| | - Marie H Murphy
- Centre for Physical Activity and Health Research, Faculty of Life and Health Sciences, Ulster University, UK
| | - Chris D Nugent
- School of Computing, Faculty of Computing, Engineering and the Built Environment, Ulster University, UK
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25
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Deery CB, Hales D, Viera L, Lin FC, Liu Z, Olsson E, Gras-Najjar J, Linnan L, Noar SM, Ammerman AS, Viera AJ. Physical activity calorie expenditure (PACE) labels in worksite cafeterias: effects on physical activity. BMC Public Health 2019; 19:1596. [PMID: 31783747 PMCID: PMC6884791 DOI: 10.1186/s12889-019-7960-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2019] [Accepted: 11/18/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Regular physical activity is an important component of healthy living and wellbeing. Current guidelines recommend that adults participate in at least 150 min of moderate or vigorous-intensity physical activity weekly. In spite of the benefits, just over half of U.S. adults meet these recommendations. Calorie-only food labels at points of food purchase have had limited success in motivating people to change eating behaviors and increase physical activity. One new point of purchase approach to promote healthy behaviors is the addition of food labels that display the physical activity requirement needed to burn the calories in a food item (e.g. walk 15 min). METHODS The Physical Activity Calorie Expenditure (PACE) Study compared activity-based calorie-expenditure food labels with calorie-only labels at three Blue Cross and Blue Shield of North Carolina worksite cafeterias. After 1 year of baseline data collection, one cafeteria had food items labeled with PACE labels, two others had calorie-only food labels. Cohort participants were asked to wear an accelerometer and complete a self-report activity questionnaire on two occasions during the baseline year and twice during the intervention year. RESULTS A total of 366 study participants were included in the analysis. In the PACE-label group, self-reported physical activity increased by 13-26% compared to the calorie-only label group. Moderate-to-vigorous physical activity (MVPA) increased by 24 min per week in the PACE-label group compared to the calorie-label group (p = 0.06). Changes in accelerometer measured steps, sedentary time, and MVPA had modest increases. Change ranged from 1 to 12% with effect size values from 0.08 to 0.15. Baseline physical activity level significantly moderated the intervention effects for all physical activity outcomes. Participants in both label groups starting in the lowest tertile of activity saw the largest increase in their physical activity. CONCLUSION Results suggest small positive effects for the PACE labels on self-reported and objective physical activity measures. Minutes of weekly MVPA, strength training, and exercise activities showed modest increases. These results suggest that calorie-expenditure food labels may result in some limited increases in physical activity.
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Affiliation(s)
- Christopher B Deery
- Department of Family Medicine, University of North Carolina at Chapel Hill School of Medicine, 590 Manning Drive, Chapel Hill, NC, 27599, USA
| | - Derek Hales
- Department of Health Behavior, University of North Carolina at Chapel Hill Gillings School of Global Public Health, Chapel Hill, NC, USA
| | - Laura Viera
- NC Translational and Clinical Sciences Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Feng-Chang Lin
- NC Translational and Clinical Sciences Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.,Department of Biostatistics, University of North Carolina at Chapel Hill Gillings School of Global Public Health, Chapel Hill, NC, USA
| | - Zhaopei Liu
- Department of Nutrition, University of North Carolina at Chapel Hill Gillings School of Global Public Health, Chapel Hill, NC, USA
| | - Emily Olsson
- NC Translational and Clinical Sciences Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Julie Gras-Najjar
- Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Laura Linnan
- Department of Health Behavior, University of North Carolina at Chapel Hill Gillings School of Global Public Health, Chapel Hill, NC, USA
| | - Seth M Noar
- School of Media and Journalism, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Alice S Ammerman
- Department of Nutrition, University of North Carolina at Chapel Hill Gillings School of Global Public Health, Chapel Hill, NC, USA.,Center for Health Promotion and Disease Prevention, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Anthony J Viera
- Department of Family Medicine and Community Health, Duke University School of Medicine, 2200 West Main Street, Suite 400, Durham, NC, 27705, USA.
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26
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Effects of a Short Message Service (SMS) Intervention on Reduction of HIV Risk Behaviours and Improving HIV Testing Rates Among Populations located near Roadside Wellness Clinics: A Cluster Randomised Controlled Trial in South Africa, Zimbabwe and Mozambique. AIDS Behav 2019; 23:3119-3128. [PMID: 30771133 DOI: 10.1007/s10461-019-02427-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Short Message Service (SMS) offers an innovative method of promoting sexual health to key and vulnerable populations who are users of mobile phones and are at high risk of HIV infection. This cluster randomised control trial tests the effectiveness of a SMS intervention in reducing HIV risk behaviours and improving HIV testing behaviours among truck drivers, sex workers and community residents located near Roadside Wellness Clinics (RWCs) in three southern African countries. The SMS arm received 35 HIV risk reduction and HIV testing SMSs over a 6-month period. The SMS intervention had no significant impact on sexual risk behaviours. However, participants in the SMS arm were more likely to have tested for HIV in the previous 6 months (86.1% vs. 77.7%; AOR 1.71, 95% CI 1.11-2.66). The results indicate that the general SMS intervention, which provide health promoting information, improved HIV testing rates in key and vulnerable populations in southern Africa.
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27
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Szrek H, Gyster V, Darnowsky P, Farias AR. Messaging, monetary incentives, and participation in wellness programs. INTERNATIONAL JOURNAL OF WORKPLACE HEALTH MANAGEMENT 2019. [DOI: 10.1108/ijwhm-11-2018-0148] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Purpose
Many companies in the USA have corporate wellness programs but are having trouble encouraging employees to take part in these programs. Even with monetary incentives, many employees do not join. The purpose of this paper is to consider whether timely reminders combined with monetary incentives improve participation in health benefit programs.
Design/methodology/approach
Employees of a large manufacturing company across multiple facilities were encouraged to enroll in a messaging service. Once a week, members received an SMS or e-mail reminder to complete a Health Risk Assessment (HRA) and Health Action Plan (HAP). The authors segmented employees based on prior year health insurance plan choice and HRA participation to analyze current HRA and HAP completion, with and without intervention.
Findings
The intervention increased completion rates 6 percent for subgroups that completed the HRA in the prior year and 34–37 percent for those that did not.
Practical implications
Corporate wellness programs should develop good communication channels with employees. The effectiveness of such programs will depend also on employee engagement.
Originality/value
With better communication, companies could raise participation in corporate wellness programmes and potentially reduce some of the monetary incentives that they currently offer.
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28
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MacPherson MM, Merry KJ, Locke SR, Jung ME. Effects of Mobile Health Prompts on Self-Monitoring and Exercise Behaviors Following a Diabetes Prevention Program: Secondary Analysis From a Randomized Controlled Trial. JMIR Mhealth Uhealth 2019; 7:e12956. [PMID: 31489842 PMCID: PMC6753687 DOI: 10.2196/12956] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2018] [Revised: 05/08/2019] [Accepted: 07/21/2019] [Indexed: 12/18/2022] Open
Abstract
Background A number of mobile health (mHealth) apps exist that focus specifically on promoting exercise behavior. To increase user engagement, prompts, such as text messages, emails, or push notifications, are often used. To date, little research has been done to understand whether, and for how long, these prompts influence exercise behavior. Objective This study aimed to assess the impact of prompts on mHealth self-monitoring and self-reported exercise in the days following a prompt and whether these effects differ based on exercise modality. Methods Of the possible 99 adults at risk for developing type II diabetes who participated in a diabetes prevention program, 69 were included in this secondary analysis. Participants were randomly assigned to 1 of the following 2 exercise conditions: high-intensity interval training or moderate-intensity continuous training. In the year following a brief, community-based diabetes prevention program involving counseling and supervised exercise sessions, all participants self-monitored their daily exercise behaviors on an mHealth app in which they were sent personalized prompts at varying frequencies. mHealth self-monitoring and self-reported exercise data from the app were averaged over 1, 3, 5, and 7 days preceding and following a prompt and subsequently compared using t tests. Results In the year following the diabetes prevention program, self-monitoring (t68=6.82; P<.001; d=0.46) and self-reported exercise (t68=2.16; P=.03; d=0.38) significantly increased in the 3 days following a prompt compared with the 3 days preceding. Prompts were most effective in the first half of the year, and there were no differences in self-monitoring or self-reported exercise behaviors between exercise modalities (P values >.05). In the first half of the year, self-monitoring was significant in the 3 days following a prompt (t68=8.61; P<.001; d=0.60), and self-reported exercise was significant in the 3 days (t68=3.7; P<.001; d=0.37), 5 days (t67=2.15; P=.04; d=0.14), and 7 days (t68=2.46; P=.02; d=0.15) following a prompt, whereas no significant changes were found in the second half of the year. Conclusions This study provides preliminary evidence regarding the potential influence of prompts on mHealth self-monitoring and self-reported exercise and the duration for which prompts may be effective as exercise behavior change tools. Future studies should determine the optimal prompting frequency for influencing self-reported exercise behaviors. Optimizing prompt frequency can potentially reduce intervention costs and promote user engagement. Furthermore, it can encourage consumers to self-monitor using mHealth technology while ensuring prompts are sent when necessary and effective. International Registered Report Identifier (IRRID) DERR2-10.2196/11226
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Affiliation(s)
- Megan M MacPherson
- School of Health and Exercise Sciences, University of British Columbia, Kelowna, BC, Canada
| | - Kohle J Merry
- Mechatronic Systems Engineering, School of Engineering Science, Simon Fraser University, Surrey, BC, Canada
| | - Sean R Locke
- School of Health and Exercise Sciences, University of British Columbia, Kelowna, BC, Canada
| | - Mary E Jung
- School of Health and Exercise Sciences, University of British Columbia, Kelowna, BC, Canada
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29
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Grant SB, Preston TA. Using social power and influence to mobilise the supply chain into knowledge sharing: A case in insurance. INFORMATION & MANAGEMENT 2019. [DOI: 10.1016/j.im.2018.10.004] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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30
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Social representation of palliative care in the Spanish printed media: A qualitative analysis. PLoS One 2019; 14:e0211106. [PMID: 30682109 PMCID: PMC6347435 DOI: 10.1371/journal.pone.0211106] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2018] [Accepted: 01/08/2019] [Indexed: 11/19/2022] Open
Abstract
Background Lack of social awareness is a major barrier to the development of palliative care. Mass media influences public opinion, and frequently deal with palliative care contributing to its image and public understanding. Aim To analyse how palliative care is portrayed in Spanish newspapers, as well as the contribution made by the press to its social representation. Design Based on criteria of scope and editorial plurality, four print newspapers were selected. Using the newspaper archive MyNews (www.mynews.es), articles published between 2009 and 2014 containing the words “palliative care” or “palliative medicine” were identified. Sociological discourse analysis was performed on the identified texts on two levels: a) contextual analysis, focusing on the message as a statement; b) interpretative analysis, considering the discourse as a social product. Results We examined 262 articles. Politician and healthcare professionals were the main representatives transmitting messages on palliative care. The discourses identified were characterised by: strong ideological and moral content focusing on social debate, strong ties linking palliative care and death and, to a lesser degree, as a healthcare service. The messages transmitted by representatives with direct experience in palliative care (professionals, patients and families) contributed the most to building a positive image of this healthcare practice. Overall, media reflect different interests in framing public understanding about palliative care. Conclusion The knowledge generated about how palliative care is reflected in the printed media may help to understand better one of the main barriers to its development not only in Spain, but also in other contexts.
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31
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Fischer X, Donath L, Zwygart K, Gerber M, Faude O, Zahner L. Coaching and Prompting for Remote Physical Activity Promotion: Study Protocol of a Three-Arm Randomized Controlled Trial (Movingcall). INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:E331. [PMID: 30691013 PMCID: PMC6388245 DOI: 10.3390/ijerph16030331] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/20/2018] [Revised: 01/16/2019] [Accepted: 01/22/2019] [Indexed: 11/16/2022]
Abstract
Background. Physical inactivity is currently seen as one of the biggest global public health issue. Remote physical activity (PA) promotion programs are expected to be effective if they are individually tailored and include behavior change techniques, personal coaching, and regular prompting. However, it is still not fully understood which intervention components are most effective. This paper describes the rationale and design of a study on an individually tailored remote PA promotion program comparing the efficacy of coaching and prompting with a single written advice. Methods. In total, 288 adults (age 20 to 65 years) were randomly assigned to three different intervention arms of a 6-month-long PA promotion program. A minimal intervention group received a single written PA recommendation. The two remaining groups either received telephone coaching sessions (n = 12 calls) with or without additional short message service (SMS) prompting (n = 48 SMSs for each participant). Data assessment took place at baseline, at the end of the intervention, and after a six-month follow-up-period. The primary outcome of the study was self-reported PA. Objectively assessed PA, psychosocial determinants of PA, well-being, body mass index (BMI), and adherence were assessed as secondary outcomes. Conclusion. Findings of this three-arm study will provide insight into the short and long-term effects of coaching and prompting for PA promotion.
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Affiliation(s)
- Xenia Fischer
- Department of Sport, Exercise and Health, University of Basel, 4052 Basel, Switzerland.
| | - Lars Donath
- Department of Intervention Research in Exercise Training, German Sport University Cologne, 50933 Köln, Germany.
| | - Kimberly Zwygart
- Department of Sport, Exercise and Health, University of Basel, 4052 Basel, Switzerland.
| | - Markus Gerber
- Department of Sport, Exercise and Health, University of Basel, 4052 Basel, Switzerland.
| | - Oliver Faude
- Department of Sport, Exercise and Health, University of Basel, 4052 Basel, Switzerland.
| | - Lukas Zahner
- Department of Sport, Exercise and Health, University of Basel, 4052 Basel, Switzerland.
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Kjær IGH, Anderssen SA, Torstveit MK. A tailored telephone and email based exercise intervention induced reductions in various measures of body composition in physically inactive adults: A randomized controlled trial. Prev Med Rep 2018; 11:160-168. [PMID: 29988751 PMCID: PMC6031217 DOI: 10.1016/j.pmedr.2018.06.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Revised: 06/01/2018] [Accepted: 06/14/2018] [Indexed: 12/27/2022] Open
Abstract
Obesity prevalence has increased the past decades and has become a serious public health problem. The aim of this six-month assessor-blinded, parallel-group randomized controlled trial was to assess the effect of a tailored telephone and email-based exercise intervention on various measures of body composition in a sample of apparently healthy and physically inactive adults. A total of 111 volunteering adults (40-55 yr) in Southern Norway were randomly assigned to an intervention group (IG; n = 39) or a no-information control group (CG; n = 50), by random allocation numbering. The IG received feedback on their health-related physical fitness, information on guidelines and recommendations for physical activity, a leaflet on national dietary recommendations, prompts and reminders in addition to three tailored exercise programs, one every two months, and fortnightly motivational counselling by email or telephone, alternately. The CG received no follow-up during the intervention period. The main outcome measures: weight, body mass index (BMI), waist circumference (WC) and fat percentage by skinfolds (FPskf) were assessed objectively at baseline and posttest. A one-way ANCOVA analysis, adjusted for baseline scores, gender, age, and educational level, revealed a larger reduction on all body compositional measures in the IG compared to the CG (p ≤ 0.043), except for BMI when adjusted for baseline scores. Additionally, a significantly higher percentage of the IG (64.1%) achieved a clinically significant reduction in FPskf compared to the CG (36.2%, p = 0.018). This six-month tailored telephone and email-based exercise intervention induced significant reductions on several measures of body composition in physically inactive adults. TRIAL REGISTRATION ClinicalTrials.gov (NCT03164239).
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Affiliation(s)
- Ingirid Geirsdatter Heald Kjær
- Faculty of Health and Sports Science, The University of Agder, Postboks 422, Kristiansand, Norway
- Department of Sport Medicine, The Norwegian School of Sport Sciences, Postboks 4014, Ullevål stadion, 0806 Oslo, Norway
| | - Sigmund Alfred Anderssen
- Department of Sport Medicine, The Norwegian School of Sport Sciences, Postboks 4014, Ullevål stadion, 0806 Oslo, Norway
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Bidargaddi N, Pituch T, Maaieh H, Short C, Strecher V. Predicting which type of push notification content motivates users to engage in a self-monitoring app. Prev Med Rep 2018; 11:267-273. [PMID: 30109172 PMCID: PMC6080195 DOI: 10.1016/j.pmedr.2018.07.004] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2018] [Revised: 06/13/2018] [Accepted: 07/15/2018] [Indexed: 02/06/2023] Open
Abstract
Despite the unprecedented access to self-monitoring health apps, lack of optimal user engagement remains a significant challenge. Push notification prompts with contextually tailored messages offers a promising strategy to improve engagement. To increase the efficacy of push-notifications on engaging individuals with health apps, greater attention to the modifiable components of push notifications that influence responsiveness is needed. This study examines the effect of message content and frequency of push notifications, along with past app usage on responding to notifications within 24 h, and engaging with self-monitoring in JOOL Health smartphone app. Mixed models were applied on a de-identified data set of 18,000 contextually tailored push notifications sent by JOOL Health App to 1414 participants. The content in sent messages on behavioural topics were mapped into either tailored suggestions or tailored insights. Our findings suggest that push notifications with tailored suggestions were more effective overall in encouraging self-monitoring, but amongst frequent app users, push-notifications containing insights was associated with greater self-monitoring. People who were not using the app as frequently were less likely to respond to a prompt. This study suggests that push-notification content does have an impact on subsequent use of key app features, and app developers should consider what content is likely to work best for who, and under what circumstances. Secondary data-analysis of commercial apps presents a unique opportunity to elucidate and optimize health behaviors.
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Affiliation(s)
- N Bidargaddi
- Digital Psychiatry & Personal Health Informatics Lab, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - T Pituch
- JOOL Health Inc, Ann Arbor, MI, USA
| | - H Maaieh
- JOOL Health Inc, Ann Arbor, MI, USA
| | - C Short
- Freemason's Centre for Men's Health, University of Adelaide, Adelaide, SA, Australia
| | - V Strecher
- JOOL Health Inc, Ann Arbor, MI, USA.,School of Public Health, University of Michigan, Ann Arbor, MI, USA
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Da Costa D, Zelkowitz P, Letourneau N, Howlett A, Dennis CL, Russell B, Grover S, Lowensteyn I, Chan P, Khalifé S. HealthyDads.ca: What Do Men Want in a Website Designed to Promote Emotional Wellness and Healthy Behaviors During the Transition to Parenthood? J Med Internet Res 2017; 19:e325. [PMID: 29021126 PMCID: PMC5658653 DOI: 10.2196/jmir.7415] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2017] [Revised: 07/19/2017] [Accepted: 07/27/2017] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Up to 18% of men experience depression and/or anxiety during the transition to parenthood. Interventions designed specifically to promote the mental health of men during the transition to parenthood are scarce. Internet-delivered interventions may be acceptable and far-reaching in enhancing mental health, parenting knowledge, and healthy behaviors in expectant or new fathers. OBJECTIVE To guide the development of Healthydads.ca, a website designed to enhance mental health and healthy behaviors in expectant fathers, a needs assessment was conducted to identify fathers' perspectives of barriers to seeking help for emotional wellness, informational needs, and factors affecting the decision to visit such a website. METHODS One hundred and seventy-four men whose partners were expecting, or had recently given birth, in 3 Canadian provinces (Quebec, Ontario, and Alberta) completed a Web-based survey inquiring about information needs related to psychosocial aspects of the transition to parenthood, lifestyle behaviors, parenting, and factors associated with the decision to visit a father-focused website. RESULTS Most men (155/174, 89.1%) reported accessing the Internet to obtain information on pregnancy and spent an average of 6.2 hours online per month. Seeking information about parenting on the Internet was reported by 67.2% (117/174) of men, with a mean of 4.4 hours per month of online searching. Top barriers to seeking help to improve emotional wellness during the perinatal period were: no time to seek help/assistance (130/174, 74.7%), lack of resources available in the health care system (126/174, 72.4%), financial costs associated with services (118/174, 67.8%), and feeling that one should be able to do it alone (113/174, 64.9%). Information needs that were rated highly included: parenting/infant care (52.9-81.6%), supporting (121/174, 69.5%) and improving (124/174, 71.3%) relationship with their partner, work-family balance (120/174, 69.0%), improving sleep (100/174, 57.5%), and managing stress (98/174, 56.3%). Perceiving the website as personally relevant (151/174, 86.8%), credible (141/174, 81.0%), effective (140/145, 80.5%), and having an easy navigation structure (141/174, 81.0%) were identified as important factors related to a first website visit. Providing useful (134/174, 77.0%) and easy to understand (158/174, 90.8%) information, which was also free of charge (156/174, 89.7%), were considered important for deciding to prolong a website visit. Providing the possibility to post questions to a health professional (133/174, 76.4%), adding new content regularly (119/174, 68.4%), and personal motivation (111/174, 63.8%) were factors identified that would encourage a revisit. CONCLUSIONS Our findings demonstrate that there is substantial interest among expectant and new fathers for using Internet-delivered strategies to prepare for the transition to parenthood and support their mental health. Specific user and website features were identified to optimize the use of father-focused websites.
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Affiliation(s)
| | - Phyllis Zelkowitz
- Department of Psychiatry, Jewish General Hospital, Montreal, QC, Canada.,Lady Davis Institute for Medical Research, Montreal, QC, Canada
| | - Nicole Letourneau
- Faculty of Nursing, University of Calgary, Calgary, AB, Canada.,Cumming School of Medicine, Pediatrics & Psychiatry, Alberta Children's Hospital Research Institute for Child and Maternal Health, Calgary, AB, Canada
| | - Andrew Howlett
- Department of Psychiatry, St. Joseph's Health Centre, Toronto, ON, Canada
| | - Cindy-Lee Dennis
- Lawrence Bloomberg Faculty of Nursing, University of Toronto, Toronto, ON, Canada
| | | | - Steven Grover
- Department of Medicine, McGill University, Montreal, QC, Canada
| | - Ilka Lowensteyn
- Department of Medicine, McGill University, Montreal, QC, Canada
| | - Peter Chan
- Department of Urology, McGill University Health Centre, Montreal, QC, Canada
| | - Samir Khalifé
- Department of Obstetrics and Gynecology, Jewish General Hospital, Montreal, QC, Canada
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Carrasco JM, García M, Navas A, Olza I, Gómez-Baceiredo B, Pujol F, Garralda E, Centeno C. What does the media say about palliative care? A descriptive study of news coverage in written media in Spain. PLoS One 2017; 12:e0184806. [PMID: 28968433 PMCID: PMC5624582 DOI: 10.1371/journal.pone.0184806] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2016] [Accepted: 08/31/2017] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION The goal of palliative care (PC) is to improve the quality of life of terminal stage patients and their families. The subject frequently appears in the mass-media and this helps create a socially accepted identity. The aim of this study is to describe and analyse PC related news items appeared in the Spanish written media. METHODOLOGY A descriptive cross-sectional study was designed. Considering diffusion, scope and the range in editorial policy criteria, four printed newspapers (PN) were selected, together with four exclusively digital media sources (DM). Through Mynews, a newspaper content depository, and the search tool for each DM website, articles published between 2009 and 2014 which included the terms "palliative care" and "palliative medicine" were sought. A questionnaire was created to characterise each article identified and a descriptive analysis was undertaken. RESULTS A total of 627 articles were identified, of which 359 (57%) were published in PN (42% in the printed editions -PE- 16% in their online editions -OE-) and 268 (43%) in DM. In general, they appeared mainly in sections concerning Health (23%), Culture and Society (18%) and General/Home News (15%). In PE, just 2% were found in the Health section and nearly 70% in Culture and Society and General/Home News. Most of the articles were informative in nature and contained socio-political messages (90%). Statements by PC professionals were found in 35% of the articles and by politicians in 32%. The most frequent content was related to facing end of life (74%) and patient quality of life (70%). CONCLUSIONS The Spanish written media reflects the socio-political interest aroused by PC. Nevertheless, messages circulating about PC do not describe professional practice, or the contribution of the same for patients. Content more in line with the clinical practice might help contribute to the development of this new area of medicine.
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Affiliation(s)
- José Miguel Carrasco
- ATLANTES Research Program, Institute for Culture and Society, University of Navarra, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | | | - Alejandro Navas
- Public Communication Department, School of Communication, University of Navarra, Pamplona, Spain
| | - Inés Olza
- GRADUN, Institute for Culture and Society, University of Navarra, Pamplona, Spain
| | - Beatriz Gómez-Baceiredo
- Journalism Projects Department, School of Communication, University of Navarra, Pamplona, Spain
| | - Francesc Pujol
- Department of Economics, School of Economics and Business Administration, University of Navarra, Pamplona, Spain
| | - Eduardo Garralda
- ATLANTES Research Program, Institute for Culture and Society, University of Navarra, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Carlos Centeno
- ATLANTES Research Program, Institute for Culture and Society, University of Navarra, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
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Khan KM, Evans SS, Bielko SL, Rohlman DS. Efficacy of technology-based interventions to increase the use of hearing protections among adolescent farmworkers. Int J Audiol 2017; 57:124-134. [PMID: 28918682 DOI: 10.1080/14992027.2017.1374568] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
OBJECTIVE Adolescent farmworkers are exposed to loud noise during farm activities. We present a prospective study that evaluated the efficacy of low-cost, technology-based intervention approaches in high schools to enhance the use of hearing protection among adolescent farmworkers. DESIGN Six high schools in Iowa that agreed to participate in the study were divided into three equal groups through cluster-randomisation with each group receiving one of the three formats of hearing protection intervention: (a) classroom training, (b) classroom training coupled with smartphone app training and (c) computer training. Participants completed baseline (pre-training) and six-week post-intervention surveys for assessing hearing protection knowledge, attitudes and behaviour. STUDY SAMPLE Seventy participants from six schools were initially enrolled but 50 completed both pre- and post-intervention surveys. RESULTS In most cases, all three groups showed significant improvement in hearing protection knowledge, attitude and frequency of use from pre- to post-intervention. However, changes between groups were statistically non-significant. CONCLUSIONS Although all three formats led to improvements on hearing protection knowledge, attitude and behaviour, the findings of the study, perhaps due to the small sample size, did not allow us to detect whether technology-based hearing protection interventions were more effective than the traditional face-to-face training for adolescent farmworkers.
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Affiliation(s)
- Khalid M Khan
- a Department of Environmental Health, School of Public Health , Indiana University , Bloomington , IN , USA and
| | - Sydney S Evans
- a Department of Environmental Health, School of Public Health , Indiana University , Bloomington , IN , USA and
| | - Sylvanna L Bielko
- a Department of Environmental Health, School of Public Health , Indiana University , Bloomington , IN , USA and
| | - Diane S Rohlman
- b Occupational and Environmental Health , College of Public Health, The University of Iowa , Iowa City , IA , USA
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Silina V, Tessma MK, Senkane S, Krievina G, Bahs G. Text messaging (SMS) as a tool to facilitate weight loss and prevent metabolic deterioration in clinically healthy overweight and obese subjects: a randomised controlled trial. Scand J Prim Health Care 2017; 35:262-270. [PMID: 28812403 PMCID: PMC5592353 DOI: 10.1080/02813432.2017.1358435] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/28/2022] Open
Abstract
OBJECTIVE To examine whether SMS text messaging facilitates a reduction of weight and waist circumference (WC) and favourable changes in lipid profile and insulin levels in clinically healthy overweight and obese subjects. DESIGN A randomised controlled trial. SETTING AND INTERVENTION Primary care health centre in Riga, Latvia. Text messaging once in two weeks. SUBJECTS A total of 123 overweight and obese men and women aged 30-45 years with no cardiovascular diseases (CVDs) or diabetes. MAIN OUTCOME MEASURES changes in anthropometric parameters (weight, WC, body mass index (BMI)) and biochemical parameters (lipids, fasting glucose and insulin). RESULTS We found a statistically significant decrease in weight (2.4%), BMI and WC (4.8%) in the intervention group, while the control group showed a statistically non-significant increase in weight and BMI and decrease in WC. Between group results obtained over the course of a year showed statistically significant mean differences between weight (-3.4 kg (95% CI -5.5, -1.3)), BMI kg/m2 (-1.14 (95% CI -1.9, -0.41)), WC (-4.6 cm (95% CI -6.8, -2.3)), hip circumference (-4.0 cm (95% CI -5.9, -2.0)) and fasting insulin (2.43 μU/ml (95% CI 0.6, 4.3)). Mean differences of changes in glucose and lipid levels were statistically non significant: fasting glucose (-0.01 mmol/l (95% CI -0.19, 0.17)), TC mmol/l (-0.04 mmol/l (95% CI -0.29, 0.21)), HDL-C (0.14 mmol/l (95% CI -0.65, 0.09)), LDL-C (-0.02 mmol/l (95% CI -0.22, 0.18)) and TG (0.23 mmol/l (95% CI -0.06, 0.52)). CONCLUSIONS SMS messaging in clinically healthy overweight and obese subjects facilitates a slight decrease in weight, BMI and WC. It is anticipated that the implications of this strategy might facilitate the design of preventive and promotive strategies among high risk groups in Latvia.
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Affiliation(s)
- Vija Silina
- Department of Family Medicine, Riga Stradins University, Riga, Latvia
- CONTACT Vija Silina Gravas iela 17-57, Riga LV-1057, Latvia
| | - Mesfin K. Tessma
- Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Solna, Sweden
| | - Silva Senkane
- Statistics Unit, Riga Stradins University, Riga, Latvia
| | - Gita Krievina
- Department of Human Physiology and Biochemistry, Riga Stradins University, Riga, Latvia
| | - Guntis Bahs
- Department of Internal Diseases, Riga Stradins University, Riga, Latvia
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Alkhaldi G, Modrow K, Hamilton F, Pal K, Ross J, Murray E. Promoting Engagement With a Digital Health Intervention (HeLP-Diabetes) Using Email and Text Message Prompts: Mixed-Methods Study. Interact J Med Res 2017; 6:e14. [PMID: 28829328 PMCID: PMC5566257 DOI: 10.2196/ijmr.6952] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2016] [Revised: 03/01/2017] [Accepted: 04/21/2017] [Indexed: 11/27/2022] Open
Abstract
Background Engagement with digital health interventions (DHIs) may be regarded as a prerequisite for the intervention to achieve positive health or behavior change outcomes. One method employed to promote engagement is the use of prompts such as emails and text messages. However, little is known about the characteristics of prompts that promote engagement. This study explored the association between the content and delivery mode of prompts and the users’ engagement with HeLP-Diabetes (Healthy Living for People with type 2 Diabetes), a DHI that aimed to promote self-management in adults with type 2 diabetes. Objective The objective of this study was to identify the characteristics of prompts, specifically the content and delivery mode, which were associated with increased engagement. Methods This was a mixed-methods study. Email and text message prompts were sent to the registered users of HeLP-Diabetes. Use of the intervention was recorded and examined to identify which email and text message prompts were associated with subsequent visits to the DHI. Characteristics of prompts that were identified as particularly effective or ineffective were explored through think-aloud interviews with the participants. Results Of a total of 39 email prompts, 49% (19/39) prompts showed a significant association with subsequent visits to the DHI. However, none of the text message prompts were associated with subsequent visits to the DHI. Furthermore, think-aloud interviews were carried out with 6 experienced participants with type 2 diabetes. The findings suggest that these participants preferred email prompts that were clear, relatively short, and empowering; used nondirective advice; included health professional references; were visually appealing; and contained news and updates. Conclusions The findings of this study contribute to the existing evidence supporting the role of email prompts in promoting and maintaining engagement with DHIs. This study described the content of prompts that may be engaging. However, the results should be interpreted with caution, as prompts may be context-specific interventions and the results may not be generalizable across other DHIs or other types of interventions targeting self-management of type 2 diabetes.
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Affiliation(s)
- Ghadah Alkhaldi
- Community Health Sciences Department, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Kerstin Modrow
- eHealth Unit, Research Department of Primary Care and Population Health, University College London, London, United Kingdom
| | - Fiona Hamilton
- eHealth Unit, Research Department of Primary Care and Population Health, University College London, London, United Kingdom
| | - Kingshuk Pal
- eHealth Unit, Research Department of Primary Care and Population Health, University College London, London, United Kingdom
| | - Jamie Ross
- eHealth Unit, Research Department of Primary Care and Population Health, University College London, London, United Kingdom
| | - Elizabeth Murray
- eHealth Unit, Research Department of Primary Care and Population Health, University College London, London, United Kingdom
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Sharp Donahoo LM, Siegrist B, Garrett-Wright D. Addressing Compassion Fatigue and Stress of Special Education Teachers and Professional Staff Using Mindfulness and Prayer. J Sch Nurs 2017; 34:442-448. [PMID: 28812432 DOI: 10.1177/1059840517725789] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Alternative therapies are promising nursing interventions for improvement of compassion fatigue in educators working in special education. A convenience sample of 27 teachers and professional staff working in special education participated in a quasi-experimental pilot study and completed a pre/posttest of demographic questions, the Perceived Stress Scale (PSS) (10-item) and Professional Quality of Life (ProQOL). All attended a presentation on stress, compassion satisfaction (CS), mindfulness, prayer, and social support. Nearly, one half received weekly electronic text message reminders encouraging use of mindfulness and prayer. All were offered support groups. Use of alternative therapies was self-selected and self-reported. Significant improvement occurred in posttest PSS scores ( p = .0485) of participants with the highest reported levels of use of mindfulness. ProQOL CS scores ( p = .0289) and PSS scores ( p = .0244) significantly improved when evaluating difference in means between groups with the highest levels and lowest levels of prayer and mindfulness. ProQOL burnout scores ( p = <.0001) increased from pretest to posttest. Findings were not significant in regard to reminders and social support.
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Muench F, Baumel A. More Than a Text Message: Dismantling Digital Triggers to Curate Behavior Change in Patient-Centered Health Interventions. J Med Internet Res 2017; 19:e147. [PMID: 28550001 PMCID: PMC5466696 DOI: 10.2196/jmir.7463] [Citation(s) in RCA: 70] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2017] [Revised: 03/06/2017] [Accepted: 03/17/2017] [Indexed: 11/13/2022] Open
Abstract
Digital triggers such as text messages, emails, and push alerts are designed to focus an individual on a desired goal by prompting an internal or external reaction at the appropriate time. Triggers therefore have an essential role in engaging individuals with digital interventions delivered outside of traditional health care settings, where other events in daily lives and fluctuating motivation to engage in effortful behavior exist. There is an emerging body of literature examining the use of digital triggers for short-term action and longer-term behavior change. However, little attention has been given to understanding the components of digital triggers. Using tailoring as an overarching framework, we separated digital triggers into 5 primary components: (1) who (sender), (2) how (stimulus type, delivery medium, heterogeneity), (3) when (delivered), (4) how much (frequency, intensity), and (5) what (trigger's target, trigger's structure, trigger's narrative). We highlighted key considerations when tailoring each component and the pitfalls of ignoring common mistakes, such as alert fatigue and habituation. As evidenced throughout the paper, there is a broad literature base from which to draw when tailoring triggers to curate behavior change in health interventions. More research is needed, however, to examine differences in efficacy based on component tailoring, to best use triggers to facilitate behavior change over time, and to keep individuals engaged in physical and mental health behavior change efforts. Dismantling digital triggers into their component parts and reassembling them according to the gestalt of one's change goals is the first step in this development work.
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Affiliation(s)
| | - Amit Baumel
- Psychiatry, Northwell Health, Great Neck, NY, United States
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Muench F, van Stolk-Cooke K, Kuerbis A, Stadler G, Baumel A, Shao S, McKay JR, Morgenstern J. A Randomized Controlled Pilot Trial of Different Mobile Messaging Interventions for Problem Drinking Compared to Weekly Drink Tracking. PLoS One 2017; 12:e0167900. [PMID: 28146560 PMCID: PMC5287456 DOI: 10.1371/journal.pone.0167900] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2016] [Accepted: 11/18/2016] [Indexed: 11/18/2022] Open
Abstract
INTRODUCTION Recent evidence suggests that text messaging may help to reduce problem drinking as an extension to in-person services, but very little is known about the effectiveness of remote messaging on problem drinking as a stand-alone intervention, or how different types of messages may improve drinking outcomes in those seeking to moderate their alcohol consumption. METHODS We conducted an exploratory, single-blind randomized controlled pilot study comparing four different types of alcohol reduction-themed text messages sent daily to weekly drink self-tracking texts in order to determine their impact on drinking outcomes over a 12-week period in 152 participants (≈ 30 per group) seeking to reduce their drinking on the internet. Messaging interventions included: weekly drink self-tracking mobile assessment texts (MA), loss-framed texts (LF), gain-framed texts (GF), static tailored texts (ST), and adaptive tailored texts (TA). Poisson and least squares regressions were used to compare differences between each active messaging group and the MA control. RESULTS When adjusting for baseline drinking, participants in all messaging groups except GF significantly reduced the number of drinks consumed per week and the number of heavy drinking days compared to MA. Only the TA and GF groups were significantly different from MA in reducing the number of drinking days. While the TA group yielded the largest effect sizes on all outcome measures, there were no significant differences between active messaging groups on any outcome measure. 79.6% of individuals enrolled in the study wanted to continue receiving messages for an additional 12 weeks at the end of the study. DISCUSSION Results of this pilot study indicate that remote automated text messages delivered daily can help adult problem drinkers reduce drinking frequency and quantity significantly more than once-a-week self-tracking messages only, and that tailored adaptive texts yield the largest effect sizes across outcomes compared to MA. Larger samples are needed to understand differences between messaging interventions and to target their mechanisms of efficacy.
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Affiliation(s)
- Frederick Muench
- Feinstein Institute for Medical Research, Department of Psychiatry, Northwell Health Great Neck, New York, United States of America
| | - Katherine van Stolk-Cooke
- Feinstein Institute for Medical Research, Department of Psychiatry, Northwell Health Great Neck, New York, United States of America
| | - Alexis Kuerbis
- Silberman School of Social Work, Hunter College at the City University of New York, New York, United States of America
| | - Gertraud Stadler
- Department of Applied Health Sciences, University of Aberdeen, Aberdeen, Scotland, United Kingdom
| | - Amit Baumel
- Feinstein Institute for Medical Research, Department of Psychiatry, Northwell Health Great Neck, New York, United States of America
| | - Sijing Shao
- Feinstein Institute for Medical Research, Department of Psychiatry, Northwell Health Great Neck, New York, United States of America
| | - James R. McKay
- Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Jon Morgenstern
- Feinstein Institute for Medical Research, Department of Psychiatry, Northwell Health Great Neck, New York, United States of America
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Morrison LG, Hargood C, Pejovic V, Geraghty AWA, Lloyd S, Goodman N, Michaelides DT, Weston A, Musolesi M, Weal MJ, Yardley L. The Effect of Timing and Frequency of Push Notifications on Usage of a Smartphone-Based Stress Management Intervention: An Exploratory Trial. PLoS One 2017; 12:e0169162. [PMID: 28046034 PMCID: PMC5207732 DOI: 10.1371/journal.pone.0169162] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2016] [Accepted: 12/13/2016] [Indexed: 11/18/2022] Open
Abstract
Push notifications offer a promising strategy for enhancing engagement with smartphone-based health interventions. Intelligent sensor-driven machine learning models may improve the timeliness of notifications by adapting delivery to a user’s current context (e.g. location). This exploratory mixed-methods study examined the potential impact of timing and frequency on notification response and usage of Healthy Mind, a smartphone-based stress management intervention. 77 participants were randomised to use one of three versions of Healthy Mind that provided: intelligent notifications; daily notifications within pre-defined time frames; or occasional notifications within pre-defined time frames. Notification response and Healthy Mind usage were automatically recorded. Telephone interviews explored participants’ experiences of using Healthy Mind. Participants in the intelligent and daily conditions viewed (d = .47, .44 respectively) and actioned (d = .50, .43 respectively) more notifications compared to the occasional group. Notification group had no meaningful effects on percentage of notifications viewed or usage of Healthy Mind. No meaningful differences were indicated between the intelligent and non-intelligent groups. Our findings suggest that frequent notifications may encourage greater exposure to intervention content without deterring engagement, but adaptive tailoring of notification timing does not always enhance their use. Hypotheses generated from this study require testing in future work. Trial registration number: ISRCTN67177737
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Affiliation(s)
- Leanne G. Morrison
- Psychology, Faculty of Social, Human, and Mathematical Sciences, University of Southampton, Southampton, Hampshire, United Kingdom
- Primary Care and Population Sciences, Faculty of Medicine, University of Southampton, Southampton, Hampshire, United Kingdom
- * E-mail:
| | - Charlie Hargood
- Department of Creative Technology, Faculty of Science and Technology, Bournemouth University, Poole, Dorset, United Kingdom
| | - Veljko Pejovic
- Faculty of Computer and Information Science, University of Ljubljana, Ljubljana, Slovenia
| | - Adam W. A. Geraghty
- Primary Care and Population Sciences, Faculty of Medicine, University of Southampton, Southampton, Hampshire, United Kingdom
| | - Scott Lloyd
- Redcar & Cleveland Borough Council, Redcar, Yorkshire, United Kingdom
- Health and Social Care Institute, School of Health and Social Care, Teesside University, Middlesbrough, Tees Valley, United Kingdom
- Fuse, Centre for Translational Research in Public Health, Newcastle University, Newcastle upon Tyne, Tyne and Wear, United Kingdom
- Centre for Public Policy and Health, School of Medicine, Pharmacy and Health, Durham University, Stockton on Tees, United Kingdom
| | | | - Danius T. Michaelides
- Electronics and Computer Science, University of Southampton, Southampton, Hampshire, United Kingdom
| | - Anna Weston
- Department of Creative Technology, Faculty of Science and Technology, Bournemouth University, Poole, Dorset, United Kingdom
| | - Mirco Musolesi
- Department of Geography, University College London, London, United Kingdom
| | - Mark J. Weal
- Electronics and Computer Science, University of Southampton, Southampton, Hampshire, United Kingdom
| | - Lucy Yardley
- Psychology, Faculty of Social, Human, and Mathematical Sciences, University of Southampton, Southampton, Hampshire, United Kingdom
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Dobson R, Whittaker R, Pfaeffli Dale L, Maddison R. The effectiveness of text message-based self-management interventions for poorly-controlled diabetes: A systematic review. Digit Health 2017; 3:2055207617740315. [PMID: 29942620 PMCID: PMC6001198 DOI: 10.1177/2055207617740315] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2017] [Accepted: 10/06/2017] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Poorly controlled diabetes leads to debilitating complications at a significant cost to health systems. Text messaging is an ideal platform for the delivery of self-management interventions to patients with poorly controlled diabetes due to the ubiquity of mobile phones, and the ability of text messaging to reach people in their everyday lives when self-management of the condition is vital. This systematic review aimed to assess the effectiveness of short message service-based diabetes self-management interventions on glycaemic control in adults with poorly controlled diabetes. METHODS/DESIGN MEDLINE, PubMed, EMBASE, The Cochrane Library and PsychINFO were searched from inception through to 23 January 2017 for randomised controlled trials investigating the use of text messaging based self-management interventions on haemoglobin A1c for patients with poorly controlled diabetes. RESULTS Seven studies met the inclusion criteria and were included in the review. Three of the studies reported a significant decrease in haemoglobin A1c from baseline to follow-up in the intervention group compared to the control group. No clear relationship between positive outcomes and intervention dose, content and functionality was seen. DISCUSSION Evidence supporting text messaging for improvements in glycaemic control in people with poorly controlled diabetes is mixed. Previous reviews have reported positive impacts on glycaemic control for short message service interventions in patients with diabetes; however, when limited to those with poorly controlled diabetes the evidence is less clear. Large-scale studies with robust methodology and longer-term follow-up are needed to further understand the impact of text-messaging-based self-management interventions for people with poorly controlled diabetes.
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Affiliation(s)
- Rosie Dobson
- National Institute for Health
Innovation, University of Auckland, New Zealand
| | - Robyn Whittaker
- National Institute for Health
Innovation, University of Auckland, New Zealand
- Institute for Innovation and
Improvement, Waitemata District Health Board, New Zealand
| | - Leila Pfaeffli Dale
- National Institute for Health
Innovation, University of Auckland, New Zealand
- School of Kinesiology, University of
British Columbia, Canada
| | - Ralph Maddison
- National Institute for Health
Innovation, University of Auckland, New Zealand
- Institute for Physical Activity and
Nutrition, Deakin University, Australia
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Berman A, Figueroa ME, Storey JD. Use of SMS-Based Surveys in the Rapid Response to the Ebola Outbreak in Liberia: Opening Community Dialogue. JOURNAL OF HEALTH COMMUNICATION 2017; 22:15-23. [PMID: 28854132 DOI: 10.1080/10810730.2016.1224279] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
During an emerging health crisis like the 2014 Ebola outbreak in West Africa, communicating with communities to learn from them and to provide timely information can be a challenge. Insight into community thinking, however, is crucial for developing appropriate communication content and strategies and for monitoring the progress of the emergency response. In November 2014, the Health Communication Capacity Collaborative partnered with GeoPoll to implement a Short Message Service (SMS)-based survey that could create a link with affected communities and help guide the communication response to Ebola. The ideation metatheory of communication and behavior change guided the design of the survey questionnaire, which produced critical insights into trusted sources of information, knowledge of transmission modes, and perceived risks-all factors relevant to the design of an effective communication response that further catalyzed ongoing community actions. The use of GeoPoll's infrastructure for data collection proved a crucial source of almost-real-time data. It allowed for rapid data collection and processing under chaotic field conditions. Though not a replacement for standard survey methodologies, SMS surveys can provide quick answers within a larger research process to decide on immediate steps for communication strategies when the demand for speedy emergency response is high. They can also help frame additional research as the response evolves and overall monitor the pulse of the situation at any point in time.
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Affiliation(s)
- Amanda Berman
- a Johns Hopkins Center for Communication Programs , Johns Hopkins Bloomberg School of Public Health , Baltimore , Maryland , USA
| | - Maria Elena Figueroa
- a Johns Hopkins Center for Communication Programs , Johns Hopkins Bloomberg School of Public Health , Baltimore , Maryland , USA
| | - J Douglas Storey
- a Johns Hopkins Center for Communication Programs , Johns Hopkins Bloomberg School of Public Health , Baltimore , Maryland , USA
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Rampersaud GC, Sokolow A, Gruspe A, Colee JC, Kauwell GPA. Folate/folic acid knowledge, intake, and self-efficacy of college-aged women: impact of text messaging and availability of a folic acid-containing supplement. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2016; 64:460-468. [PMID: 27093482 DOI: 10.1080/07448481.2016.1179196] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
OBJECTIVE To evaluate the impact of educational text messages (TMs) on folate/folic acid knowledge and consumption among college-aged women, and to evaluate the impact of providing folic acid supplements on folate/folic acid intake among college-aged women. PARTICIPANTS A total of 162 women (18-24 years) recruited from a university. METHODS The protocol included 3 study visits and a 6-week intervention for 4 groups: control; TM only; supplement only; and TM+supplement. Supplement groups received folic acid-containing supplements. TM groups received 18 folate-related TMs. Participants completed knowledge quizzes, supplement intake questions, a self-efficacy scale, and dietary recalls. RESULTS Despite receiving the same folic acid education, intake of folic acid and total folate was greater in the supplement groups compared with the non-supplement groups at mid- and post-study. TMs had no impact on any study measure. CONCLUSION Provision of a folic acid-containing supplement enhanced short-term folic acid intake, supporting the provision of supplements to this population group.
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Affiliation(s)
- Gail C Rampersaud
- a Food Science and Human Nutrition Department , University of Florida , Gainesville , Florida , USA
| | - Andrew Sokolow
- a Food Science and Human Nutrition Department , University of Florida , Gainesville , Florida , USA
| | - Abigail Gruspe
- a Food Science and Human Nutrition Department , University of Florida , Gainesville , Florida , USA
| | - James C Colee
- a Food Science and Human Nutrition Department , University of Florida , Gainesville , Florida , USA
| | - Gail P A Kauwell
- a Food Science and Human Nutrition Department , University of Florida , Gainesville , Florida , USA
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46
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Alkhaldi G, Hamilton FL, Lau R, Webster R, Michie S, Murray E. The Effectiveness of Prompts to Promote Engagement With Digital Interventions: A Systematic Review. J Med Internet Res 2016; 18:e6. [PMID: 26747176 PMCID: PMC4723726 DOI: 10.2196/jmir.4790] [Citation(s) in RCA: 163] [Impact Index Per Article: 18.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2015] [Revised: 08/14/2015] [Accepted: 09/23/2015] [Indexed: 02/02/2023] Open
Abstract
Background Digital interventions have been effective in improving numerous health outcomes and health behaviors; furthermore, they are increasingly being used in different health care areas, including self-management of long-term conditions, mental health, and health promotion. The full potential of digital interventions is hindered by a lack of user engagement. There is an urgent need to develop effective strategies that can promote users’ engagement with digital interventions. One potential method is the use of technology-based reminders or prompts. Objective To evaluate the effectiveness of technology-based strategies for promoting engagement with digital interventions. Methods Cochrane Collaboration guidelines on systematic review methodology were followed. The search strategy was executed across 7 electronic databases: the Cochrane Central Register of Controlled Trials (CENTRAL), MEDLINE, Embase, Web of Science, the Education Resources Information Center (ERIC), PsycINFO, and the Cumulative Index to Nursing and Allied Health Literature (CINAHL). Databases were searched from inception to September 13, 2013, with no language or publication type restrictions, using three concepts: randomized controlled trials, digital interventions, and engagement. Gray literature and reference lists of included studies were also searched. Titles and abstracts were independently screened by 2 authors, then the full texts of potentially eligible papers were obtained and double-screened. Data from eligible papers were extracted by one author and checked for accuracy by another author. Bias was assessed using the Cochrane risk of bias assessment tool. Narrative synthesis was performed on all included studies and, where appropriate, data were pooled using meta-analysis. All findings were reported according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Results A total of 14 studies were included in the review with 8774 participants. Of the 14 studies, 9 had sufficient data to be included in the meta-analyses. The meta-analyses suggested that technology-based strategies can potentially promote engagement compared to no strategy for dichotomous outcomes (relative risk [RR] 1.27, 95% CI 1.01-1.60, I2=71%), but due to considerable heterogeneity and the small sample sizes in most studies, this result should be treated with caution. No studies reported adverse or economic outcomes. Only one study with a small sample size compared different characteristics; the study found that strategies promoting new digital intervention content and those sent to users shortly after they started using the digital intervention were more likely to engage users. Conclusions Overall, studies reported borderline positive effects of technology-based strategies on engagement compared to no strategy. However, the results have to be interpreted with caution. More research is needed to replicate findings and understand which characteristics of the strategies are effective in promoting engagement and how cost-effective they are.
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Affiliation(s)
- Ghadah Alkhaldi
- eHealth Unit, Research Department of Primary Care and Population Health, University College London, London, United Kingdom.
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47
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Kite J, Indig D, Mihrshahi S, Milat A, Bauman A. Assessing the usefulness of systematic reviews for policymakers in public health: A case study of overweight and obesity prevention interventions. Prev Med 2015; 81:99-107. [PMID: 26303371 DOI: 10.1016/j.ypmed.2015.08.012] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2015] [Revised: 08/12/2015] [Accepted: 08/13/2015] [Indexed: 11/25/2022]
Abstract
OBJECTIVE Systematic reviews (SRs) should include policy-relevant information in order to more readily inform policy and practice. We investigated whether SRs of overweight and obesity prevention interventions are framed in such a way that maximises their usefulness for policymakers. METHOD We conducted a systematic review of SRs of overweight and obesity prevention interventions published in 4 databases any time up to December 2014. We analysed the SRs for their usefulness to policymakers, using a coding frame developed based on literature around what policymakers want and need from systematic reviews. Systematic reviews were assessed for a) policy links and framing; b) quality assessment and conflict of interest statements: and c) discussion of policy implications. RESULTS Of the 153 SRs that met the inclusion criteria, very few (7%) had authors from policy-based organisations, 48% had funding from such organisations, and almost a third (31%) framed their introduction or aims around policy. Most (69%) discussed issues affecting generalisability of the SR findings but only a quarter (24%) discussed cost or cost-effectiveness of the intervention under investigation. Less than a third (29%) of SRs discussed the policy implications of their findings. SRs that were policy-framed were significantly more likely to discuss costs (PR=1.8, 95%CI 1.0-3.0) and policy implications (PR=2.5, 95%CI 1.5-4.0). CONCLUSION SRs should discuss the policy and practice implications of their findings to maximise the influence of SRs on policy making. It is recommended that SR guidelines are updated to include generalisability and discussion of policy and practice implications as a requirement.
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Affiliation(s)
- James Kite
- Prevention Research Collaboration, School of Public Health, University of Sydney, NSW, Australia.
| | - Devon Indig
- Prevention Research Collaboration, School of Public Health, University of Sydney, NSW, Australia.
| | - Seema Mihrshahi
- Prevention Research Collaboration, School of Public Health, University of Sydney, NSW, Australia.
| | - Andrew Milat
- NSW Ministry of Health, 73 Miller St, North Sydney, NSW, Australia.
| | - Adrian Bauman
- Prevention Research Collaboration, School of Public Health, University of Sydney, NSW, Australia.
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Reinwand DA, Crutzen R, Elfeddali I, Schneider F, Schulz DN, Smit ES, Stanczyk NE, Tange H, Voncken-Brewster V, Walthouwer MJL, Hoving C, de Vries H. Impact of Educational Level on Study Attrition and Evaluation of Web-Based Computer-Tailored Interventions: Results From Seven Randomized Controlled Trials. J Med Internet Res 2015; 17:e228. [PMID: 26446779 PMCID: PMC4642402 DOI: 10.2196/jmir.4941] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2015] [Revised: 09/08/2015] [Accepted: 09/22/2015] [Indexed: 11/16/2022] Open
Abstract
Background Web-based computer-tailored interventions have shown to be effective in improving health behavior; however, high dropout attrition is a major issue in these interventions. Objective The aim of this study is to assess whether people with a lower educational level drop out from studies more frequently compared to people with a higher educational level and to what extent this depends on evaluation of these interventions. Methods Data from 7 randomized controlled trials of Web-based computer-tailored interventions were used to investigate dropout rates among participants with different educational levels. To be able to compare higher and lower educated participants, intervention evaluation was assessed by pooling data from these studies. Logistic regression analysis was used to assess whether intervention evaluation predicted dropout at follow-up measurements. Results In 3 studies, we found a higher study dropout attrition rate among participants with a lower educational level, whereas in 2 studies we found that middle educated participants had a higher dropout attrition rate compared to highly educated participants. In 4 studies, no such significant difference was found. Three of 7 studies showed that participants with a lower or middle educational level evaluated the interventions significantly better than highly educated participants (“Alcohol-Everything within the Limit”: F2,376=5.97, P=.003; “My Healthy Behavior”: F2,359=5.52, P=.004; “Master Your Breath”: F2,317=3.17, P=.04). One study found lower intervention evaluation by lower educated participants compared to participants with a middle educational level (“Weight in Balance”: F2,37=3.17, P=.05). Low evaluation of the interventions was not a significant predictor of dropout at a later follow-up measurement in any of the studies. Conclusions Dropout attrition rates were higher among participants with a lower or middle educational level compared with highly educated participants. Although lower educated participants evaluated the interventions better in approximately half of the studies, evaluation did not predict dropout attrition. Further research is needed to find other explanations for high dropout rates among lower educated participants.
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Affiliation(s)
- Dominique A Reinwand
- CAPHRI, Department of Health Promotion, Maastricht University, Maastricht, Netherlands.
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Bock BC, Rosen RK, Barnett NP, Thind H, Walaska K, Foster R, Deutsch C, Traficante R. Translating Behavioral Interventions Onto mHealth Platforms: Developing Text Message Interventions for Smoking and Alcohol. JMIR Mhealth Uhealth 2015; 3:e22. [PMID: 25714907 PMCID: PMC4376101 DOI: 10.2196/mhealth.3779] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2014] [Revised: 09/25/2014] [Accepted: 10/12/2014] [Indexed: 11/13/2022] Open
Abstract
The development of mHealth applications is often driven by the investigators and developers with relatively little input from the targeted population. User input is commonly limited to "like/dislike" post- intervention consumer satisfaction ratings or device or application specific user analytics such as usability. However, to produce successful mHealth applications with lasting effects on health behaviors it is crucial to obtain user input from the start of each project and throughout development. The aim of this tutorial is to illustrate how qualitative methods in an iterative process of development have been used in two separate behavior change interventions (targeting smoking and alcohol) delivered through mobile technologies (ie, text messaging). A series of focus groups were conducted to assist in translating a face-to-face smoking cessation intervention onto a text message (short message service, SMS) delivered format. Both focus groups and an advisory panel were used to shape the delivery and content of a text message delivered intervention for alcohol risk reduction. An in vivo method of constructing message content was used to develop text message content that was consistent with the notion of texting as "fingered speech". Formative research conducted with the target population using a participatory framework led to important changes in our approach to intervention structure, content development, and delivery. Using qualitative methods and an iterative approach that blends consumer-driven and investigator-driven aims can produce paradigm-shifting, novel intervention applications that maximize the likelihood of use by the target audience and their potential impact on health behaviors.
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Affiliation(s)
- Beth C Bock
- Centers for Behavioral and Preventive Medicine, Alpert Medical School, Brown University, Providence, RI, United States.
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50
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Kim JY, Oh S, Steinhubl S, Kim S, Bae WK, Han JS, Kim JH, Lee K, Kim MJ. Effectiveness of 6 months of tailored text message reminders for obese male participants in a worksite weight loss program: randomized controlled trial. JMIR Mhealth Uhealth 2015; 3:e14. [PMID: 25648325 PMCID: PMC4342743 DOI: 10.2196/mhealth.3949] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2014] [Revised: 01/05/2015] [Accepted: 01/22/2015] [Indexed: 01/02/2023] Open
Abstract
Background Worksite nutrition and physical activity interventions are important to help overweight and obese employees lose weight, but costs and insufficient sustained motivation prevent the majority of these programs from succeeding. Tailored text messaging in aiding weight management has been effective in several studies, but no studies have evaluated the effect of a tailored text message service on weight loss in a worksite health promotion program. Objective We studied the efficacy of a tailored text-messaging intervention for obese male participants in a worksite weight loss program of 6 months duration. Methods The study was an unblinded, randomized controlled trial. Men with a body mass index greater than 25 kg/m2 were recruited from the Korea District Heating Corporation, the Korea Expressway Corporation, and the Korea Gas Corporation. The participants were identified by nurse managers. Participants were randomly allocated to 1 of the following 2 groups for 24 weeks: (1) intervention group, which received tailored text message reminders every other day plus 4 offline education sessions and brief counseling with monthly weight check by nurses for weight control over 6 months and (2) control group, which received the 4 offline education sessions and brief counseling with monthly weight check by nurses about weight control over 6 months. The primary outcome was the difference in weight loss at 6 months. A mixed-model repeated-measures analysis was performed to evaluate the effect of the intervention group’s weight loss compared with the control group. Results A total of 205 obese men were randomized into either the intervention (n=104) or the control group (n=101). At the end of 6 months, the intervention group (n=63) had lost 1.71 kg (95% CI –2.53 to –0.88) and the control group (n=59) had lost 1.56 kg (95% CI –2.45 to –0.66); the difference between the 2 groups was not significant (mean difference –0.15, 95% CI –1.36 to 1.07). At the end of the study, 60% (34/57) of the intervention group rated the message program as helpful for weight control and 46% (26/57) would recommend the text message service to their friends. Conclusions Tailored text message reminders did not have a significant effect on weight loss in obese men as part of a worksite weight loss program. Trial Registration International Standard Randomized Controlled Trial Number (ISRCTN): 39629189; http://www.isrctn.com/ISRCTN39629189?q=39629189&filters=&sort=&offset=1&totalResults=1&page=1&pageSize=10&searchType=basic-search (Archived by WebCite at http://www.webcitation.org/6VsFkwJH6).
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Affiliation(s)
- Ju-Young Kim
- Department of Family Medicine, Seoul National University Bundang Hospital, Seongnam-si, Republic Of Korea.
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