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Klooster IT, Kip H, van Gemert-Pijnen L, Crutzen R, Kelders S. A systematic review on eHealth technology personalization approaches. iScience 2024; 27:110771. [PMID: 39290843 PMCID: PMC11406103 DOI: 10.1016/j.isci.2024.110771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 03/05/2024] [Accepted: 08/15/2024] [Indexed: 09/19/2024] Open
Abstract
Despite the widespread use of personalization of eHealth technologies, there is a lack of comprehensive understanding regarding its application. This systematic review aims to bridge this gap by identifying and clustering different personalization approaches based on the type of variables used for user segmentation and the adaptations to the eHealth technology and examining the role of computational methods in the literature. From the 412 included reports, we identified 13 clusters of personalization approaches, such as behavior + channeling and environment + recommendations. Within these clusters, 10 computational methods were utilized to match segments with technology adaptations, such as classification-based methods and reinforcement learning. Several gaps were identified in the literature, such as the limited exploration of technology-related variables, the limited focus on user interaction reminders, and a frequent reliance on a single type of variable for personalization. Future research should explore leveraging technology-specific features to attain individualistic segmentation approaches.
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Affiliation(s)
- Iris Ten Klooster
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health, and Technology, University of Twente, Enschede, The Netherlands
| | - Hanneke Kip
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health, and Technology, University of Twente, Enschede, The Netherlands
- Department of Research, Stichting Transfore, Deventer, the Netherlands
| | - Lisette van Gemert-Pijnen
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health, and Technology, University of Twente, Enschede, The Netherlands
| | - Rik Crutzen
- Department of Health Promotion, Care and Public Health Research Institute, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands
| | - Saskia Kelders
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health, and Technology, University of Twente, Enschede, The Netherlands
- Optentia Research Focus Area, North-West University, Vaal Triangle Campus, Vanderbijlpark, South Africa
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Whitley MD, Perez LG, Castro G, Larson A, Derose KP. Modifying Text Messages from a Faith-Based Physical Activity Intervention with Latino Adults in Response to the COVID-19 Pandemic. COMMUNITY HEALTH EQUITY RESEARCH & POLICY 2024; 44:399-407. [PMID: 36651265 PMCID: PMC9852972 DOI: 10.1177/2752535x221150009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
BACKGROUND Text messages are useful for health promotion and can be modified during public health emergencies. PURPOSE Describe how we developed and implemented a physical activity (PA) text messaging component within a faith-based intervention, modified the text message content in response to the COVID-19 pandemic and evaluated participants' perceptions of the modified text messages. RESEARCH DESIGN AND STUDY SAMPLE PA promotion text messages were delivered to predominately Spanish-speaking, churchgoing Latino adults (n = 284) in Los Angeles, California. In 2020, we modified the messages to disseminate COVID-19-related information and support and share virtual PA resources. DATA COLLECTION AND ANALYSIS We analyzed quantitative and qualitative survey data to gauge participants' experiences with the text messages. RESULTS COVID-19 related text messages were a feasible, acceptable addition to a PA intervention for a sample of Latinos. CONCLUSIONS Throughout the pandemic, the messages enabled continued communication and support for PA and protection from COVID-19 in a population at high-risk of health inequities.
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Affiliation(s)
- Margaret D Whitley
- Behavioral and Policy Sciences Department, RAND Corporation, Santa Monica, CA, USA
| | - Lilian G Perez
- Behavioral and Policy Sciences Department, RAND Corporation, Santa Monica, CA, USA
| | - Gabriela Castro
- Behavioral and Policy Sciences Department, RAND Corporation, Santa Monica, CA, USA
| | - Anne Larson
- California State University, Los Angeles, Los Angeles, CA, USA
| | - Kathryn P Derose
- Behavioral and Policy Sciences Department, RAND Corporation, Santa Monica, CA, USA
- Department of Health Promotion & Policy, University of Massachusetts Amherst, Amherst, MA, USA
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Miller M, Valenzuela R, Salinas JJ. Change in Nutrition Behavior After Participating in an Obesity-Related Cancer Education Program in El Paso, Texas. Cancer Control 2024; 31:10732748241261567. [PMID: 38849203 PMCID: PMC11162121 DOI: 10.1177/10732748241261567] [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: 01/26/2024] [Revised: 05/16/2024] [Accepted: 05/10/2024] [Indexed: 06/09/2024] Open
Abstract
BACKGROUND Roughly 25% of the U.S- Border city, El Paso, Texas is obese. Obesity is a major risk factor for 13 cancers. Cancer is the leading cause of death in El Paso. Therefore, there is a growing urgency to implement evidence-based programs that support behavioral change that helps curb the impact of obesity in El Paso and the U.S.-Mexico border region. PURPOSE This study aimed to assess the effectiveness of an obesity-related cancer prevention program (Pasos Para Prevenir Cancer (PPPC) on changes in participant nutrition behaviors. METHODS Culturally tailored, theory-based education was provided to adults through the PPPC program. A total of 256 PPPC participants agreed to take part in our program evaluation. Participants were asked to complete a survey at baseline and 6 months after they completed the program. Session included topics on obesity-related cancers, assessing your obesity risk, measuring body fat, SMART goal setting, and how to find the right type of physical activity. For this report we used the Food Frequency Questionnaire (FFQ) data to assess changes between baseline and six months. We also used perceived dietary barriers as moderators on the relationship between program participation and nutrition behaviors. RESULTS Most participants (92.2%) identified as being of Mexican American descent, were between the ages of 41-75 years of age (n = 165) and identified as females (n = 225). 48.1% of the participants were born in Mexico while 50.4% were born in the U.S. Approximately 35-51% of participants improved and sustained their intake of healthier foods at 6 month follow up. Specifically, there was a statistically significant shift from higher fat and sugar content foods to light and low-fat foods, and fruits and vegetables. Participants also increased their consumption of ground chicken, lean red meat, and seafood. A key modifier in this relationship is perceived health risk. CONCLUSION Latinos on the U.S.-Mexico border ascribe to a healthy living mindset. In general, they frequently eat fruits and vegetables. Participation in PPPC increased perceived barriers to healthy living around cost and convenience and enhanced decision-making around healthier options. Participants responded to our adapted evidence-based program resulting in sustained changes in nutrition behaviors. Using adapted evidence-based strategies developed outside of the U.S.-Mexico border region is a feasible approach to address persist health disparities.
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Affiliation(s)
- Mary Miller
- L. Frederick Francis Graduate School of Biomedical Sciences, Texas Tech University Health Sciences Center, El Paso, TX, USA
| | - Roy Valenzuela
- Department of Social Work, College of Health Sciences, The University of Texas at EL Paso, El Paso, TX, USA
| | - Jennifer J. Salinas
- Department of Social Work, College of Health Sciences, The University of Texas at EL Paso, El Paso, TX, USA
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Dulin AJ, Dunsiger S, Benitez T, Larsen B, Marcus BH, Champion G, Gans KM. The Hombres Saludables Physical Activity Web-Based and Mobile Phone Intervention: Pilot Randomized Controlled Trial With Latino Men. J Med Internet Res 2023; 25:e39310. [PMID: 38060285 PMCID: PMC10739242 DOI: 10.2196/39310] [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: 06/09/2022] [Revised: 11/14/2022] [Accepted: 07/14/2023] [Indexed: 12/08/2023] Open
Abstract
BACKGROUND Owing to structural-level, interpersonal-level, and individual-level barriers, Latino men have disproportionately high rates of physical inactivity and experience related chronic diseases. Despite these disparities, few physical activity (PA) interventions are culturally targeted for Latino men. OBJECTIVE This study reported the feasibility and acceptability of Hombres Saludables PA intervention for Latino men. We also reported the preliminary efficacy of the intervention on PA change and provided the results of the exploratory moderator and mediator analysis. METHODS We completed a 6-month, single-blind, pilot randomized controlled trial of Hombres Saludables with Latino men aged between 18 and 65 years. Men were randomized to either (1) a theory-driven, individually tailored, internet-based and SMS text message-based, Spanish-language PA intervention arm or (2) a nutrition and wellness attention contact control arm that was also delivered via the web and SMS text message. We assessed the primary study outcomes of feasibility using participant retention and acceptability using postintervention survey and open-ended interview questions. We measured the preliminary efficacy via change in minutes of moderate to vigorous PA per week using ActiGraph wGT3X-BT accelerometry (primary measure) and self-reported minutes per week using 7-day Physical Activity Recall. Participants completed the assessments at study enrollment and after 6 months. RESULTS The 38 participants were predominantly Dominican (n=8, 21%) or Guatemalan (n=5, 13%), and the mean age was 38.6 (SD 12.43) years. Retention rates were 91% (21/23) for the PA intervention arm and 100% (15/15) for the control arm. Overall, 95% (19/20) of the intervention arm participants reported that the Hombres study was somewhat to very helpful in getting them to be more physically active. Accelerometry results indicated that participants in the intervention group increased their PA from a median of 13 minutes per week at study enrollment to 34 minutes per week at 6 months, whereas the control group participants showed no increases. On the basis of self-reports, the intervention group was more likely to meet the US PA guidelines of 150 minutes per week of moderate to vigorous PA at 6-month follow-up, with 42% (8/19) of the intervention participants meeting the PA guidelines versus 27% (4/15) of the control participants (odds ratio 3.22, 95% CI 0.95-13.69). Exploratory analyses suggested conditional effects on PA outcomes based on baseline stage of motivational readiness, employment, and neighborhood safety. CONCLUSIONS The PA intervention demonstrated feasibility and acceptability. Results of this pilot study indicate that the Hombres Saludables intervention is promising for increasing PA in Latino men and suggest that a fully powered trial is warranted. Our technology-based PA intervention provides a potentially scalable approach that can improve health in a population that is disproportionately affected by low PA and related chronic disease. TRIAL REGISTRATION ClinicalTrials.gov NCT03196570; https://classic.clinicaltrials.gov/ct2/show/NCT03196570. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/23690.
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Affiliation(s)
- Akilah J Dulin
- Center for Health Promotion and Health Equity, Brown University, Providence, RI, United States
| | - Shira Dunsiger
- Center for Health Promotion and Health Equity, Brown University, Providence, RI, United States
| | - Tanya Benitez
- Center for Health Promotion and Health Equity, Brown University, Providence, RI, United States
| | - Britta Larsen
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, CA, United States
| | - Bess H Marcus
- Center for Health Promotion and Health Equity, Brown University, Providence, RI, United States
| | - Gregory Champion
- Department of Human Development and Family Sciences, University of Connecticut, Storrs, CT, United States
| | - Kim M Gans
- Department of Human Development and Family Sciences, University of Connecticut, Storrs, CT, United States
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Sanchez-Johnsen L, Dykema-Engblade A, Rosas CE, Calderon L, Rademaker A, Nava M, Hassan C. Mexican and Puerto Rican Men's Preferences Regarding a Healthy Eating, Physical Activity and Body Image Intervention. Nutrients 2022; 14:4634. [PMID: 36364897 PMCID: PMC9654900 DOI: 10.3390/nu14214634] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 10/18/2022] [Accepted: 10/26/2022] [Indexed: 01/28/2024] Open
Abstract
This study examined the logistical, practical, and cultural preferences of Latinos regarding the design of a healthy eating, physical activity, and body image intervention. Puerto Rican and Mexican men (n = 203) completed an interview as part of an NIH-funded study. Overall, 66.5% preferred the intervention to be in Spanish only or both Spanish and English; 88.67% said it was moderately, very or extremely important for the intervention leader to be bilingual; and 66.01% considered it moderately to extremely important for the leader to be Hispanic or Latino. Most participants (83.74%) reported they would be willing to attend an intervention that met twice per week and 74.38% said they would be willing to attend an intervention that met for 1.5 to 2 h, twice weekly. Overall, the majority said they would be moderately to extremely interested in attending an exercise program if it consisted of aerobics with Latin or salsa movements (74.88%) and if it consisted of aerobics with Latin or salsa music (70.44%). Some participants were moderately to extremely interested in attending an intervention if it included dichos (Latino sayings) (65.02%) and cuentos (folktales or stories) (69.46%). The findings have implications for lifestyle and body image interventions aimed at preventing cardiometabolic diseases.
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Affiliation(s)
- Lisa Sanchez-Johnsen
- Department of Family and Preventive Medicine, Rush University Medical Center, 1645 West Jackson Blvd, Suite 302, Chicago, IL 60612, USA
- Department of Psychology, University of Illinois at Chicago, 1007 W Harrison St., Chicago, IL 60607, USA
| | - Amanda Dykema-Engblade
- Department of Psychology, Northeastern Illinois University, 5500 North St. Louis Ave, Chicago, IL 60625, USA
| | - Carlos E. Rosas
- Department of Family and Preventive Medicine, Rush University Medical Center, 1645 West Jackson Blvd, Suite 302, Chicago, IL 60612, USA
- Department of Psychology, University of Illinois at Chicago, 1007 W Harrison St., Chicago, IL 60607, USA
| | - Leonilda Calderon
- Puerto Rican Cultural Center, 2628 W. Division St., Chicago, IL 60612, USA
| | - Alfred Rademaker
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, 680 N Lake Shore Drive, Suite #1400, Chicago, IL 60611, USA
| | - Magdalena Nava
- Department of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, 625 N. Michigan Ave Suite #1100, Chicago, IL 60601, USA
| | - Chandra Hassan
- Department of Surgery, University of Illinois at Chicago, 840 South Wood Street (MC 958), Chicago, IL 60612, USA
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Mendoza-Vasconez AS, Benitez T, Dunsiger S, Gans KM, Hartman SJ, Linke SE, Larsen BA, Pekmezi D, Marcus BH. Pasos Hacia La Salud II: study protocol for a randomized controlled trial of a theory- and technology-enhanced physical activity intervention for Latina women, compared to the original intervention. Trials 2022; 23:621. [PMID: 35915473 PMCID: PMC9341151 DOI: 10.1186/s13063-022-06575-4] [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: 03/29/2022] [Accepted: 07/20/2022] [Indexed: 12/04/2022] Open
Abstract
Background Latinas are at increased risk for many lifestyle-related chronic diseases and are one of the least physically active populations in the US Innovative strategies are needed to help Latinas achieve the health benefits associated with physical activity (PA). This manuscript describes the study protocol of the Pasos Hacia La Salud II Study, which builds upon our previous research to test an enhanced individually-tailored, text-message and website-delivered, Spanish-language intervention (enhanced intervention), in comparison to the original web-based Pasos Hacia La Salud Intervention (original intervention). Methods Sedentary Latinas between the ages of 18–65 will be recruited and will complete an orientation and baseline assessments. Participants will be subsequently randomized to the original intervention, or the Enhanced Intervention, which has greater targeting of theoretical constructs such as self-efficacy, enjoyment, and social support, and which uses text messages and more dynamic and refined website features to encourage increased website use. Using a linear mixed effects regression model, we will simultaneously estimate the intervention effects on mean accelerometer-measured hours/week of moderate-to-vigorous PA (MVPA) at 6, 12, 18, and 24 months, with a subject-specific intercept (intent-to-treat sample). Change in self-reported MVPA, measured via the 7-day Physical Activity Recall, will be assessed as a secondary outcome using a similar model. We will investigate potential mediators of the intervention effect using a multiple mediation approach, and potential moderators by evaluating potential interactions. As an exploratory outcome, we will study the differences (among both study arms) in cost, in US dollars, per minute increases in weekly mean MVPA. Discussion The original Pasos PA intervention showed efficacy in helping Latinas increase PA; we expect the Enhanced Intervention to help a larger proportion of participants to increase and maintain their PA long term. This web- and text-based enhanced intervention could have great reach and dissemination potential, which could be capitalized on in the future to help to advance health equity. Adaptations made in response to the COVID-19 pandemic are also described in this manuscript. Trial registration Clinical Trial Number: NCT03491592. First posted April 9, 2018.
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Affiliation(s)
- Andrea S Mendoza-Vasconez
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, USA.
| | - Tanya Benitez
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, USA
| | - Shira Dunsiger
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, USA
| | - Kim M Gans
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, USA.,Human Development and Family Sciences, College of Liberal Arts and Sciences, University of Connecticut, Storrs, USA
| | - Sheri J Hartman
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, USA
| | - Sarah E Linke
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, USA
| | - Britta A Larsen
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, USA
| | - Dorothy Pekmezi
- Department of Health Behavior, The University of Alabama at Birmingham School of Public Health, Birmingham, USA
| | - Bess H Marcus
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, USA
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Patnode CD, Redmond N, Iacocca MO, Henninger M. Behavioral Counseling Interventions to Promote a Healthy Diet and Physical Activity for Cardiovascular Disease Prevention in Adults Without Known Cardiovascular Disease Risk Factors: Updated Evidence Report and Systematic Review for the US Preventive Services Task Force. JAMA 2022; 328:375-388. [PMID: 35881116 DOI: 10.1001/jama.2022.7408] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
IMPORTANCE Unhealthful dietary patterns, low levels of physical activity, and high sedentary time increase the risk of cardiovascular disease. OBJECTIVE To synthesize the evidence on benefits and harms of behavioral counseling interventions to promote a healthy diet and physical activity in adults without known cardiovascular disease (CVD) risk factors to inform a US Preventive Services Task Force recommendation. DATA SOURCES MEDLINE, PsycINFO, and the Cochrane Central Register of Controlled Trials through February 2021, with ongoing surveillance through February 2022. STUDY SELECTION Randomized clinical trials (RCTs) of behavioral counseling interventions targeting improved diet, increased physical activity, or decreased sedentary time among adults without known elevated blood pressure, elevated lipid levels, or impaired fasting glucose. DATA EXTRACTION AND SYNTHESIS Independent data abstraction and study quality rating and random effects meta-analysis. MAIN OUTCOMES AND MEASURES CVD events, CVD risk factors, diet and physical activity measures, and harms. RESULTS One-hundred thirteen RCTs were included (N = 129 993). Three RCTs reported CVD-related outcomes: 1 study (n = 47 179) found no significant differences between groups on any CVD outcome at up to 13.4 years of follow-up; a combined analysis of the other 2 RCTs (n = 1203) found a statistically significant association of the intervention with nonfatal CVD events (hazard ratio, 0.27 [95% CI, 0.08 to 0.88]) and fatal CVD events (hazard ratio, 0.31 [95% CI, 0.11 to 0.93]) at 4 years. Diet and physical activity behavioral counseling interventions were associated with small, statistically significant reductions in continuous measures of blood pressure (systolic mean difference, -0.8 [95% CI, -1.3 to -0.3]; 23 RCTs [n = 57 079]; diastolic mean difference, -0.4 [95% CI, -0.8 to -0.0]; 24 RCTs [n = 57 148]), low-density lipoprotein cholesterol level (mean difference, 2.2 mg/dL [95% CI, -3.8 to -0.6]; 15 RCTs [n = 6350]), adiposity-related outcomes (body mass index mean difference, -0.3 [95% CI, -0.5 to -0.1]; 27 RCTs [n = 59 239]), dietary outcomes, and physical activity at 6 months to 1.5 years of follow-up vs control conditions. There was no evidence of greater harm among intervention vs control groups. CONCLUSIONS AND RELEVANCE Healthy diet and physical activity behavioral counseling interventions for persons without a known risk of CVD were associated with small but statistically significant benefits across a variety of important intermediate health outcomes and small to moderate effects on dietary and physical activity behaviors. There was limited evidence regarding the long-term health outcomes or harmful effects of these interventions.
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Affiliation(s)
- Carrie D Patnode
- Kaiser Permanente Evidence-based Practice Center, Center for Health Research, Kaiser Permanente, Portland, Oregon
| | - Nadia Redmond
- Kaiser Permanente Evidence-based Practice Center, Center for Health Research, Kaiser Permanente, Portland, Oregon
| | - Megan O Iacocca
- Kaiser Permanente Evidence-based Practice Center, Center for Health Research, Kaiser Permanente, Portland, Oregon
| | - Michelle Henninger
- Kaiser Permanente Evidence-based Practice Center, Center for Health Research, Kaiser Permanente, Portland, Oregon
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Hasson R, Sallis JF, Coleman N, Kaushal N, Nocera VG, Keith N. COVID-19: Implications for Physical Activity, Health Disparities, and Health Equity. Am J Lifestyle Med 2022; 16:420-433. [PMID: 35855783 PMCID: PMC9283961 DOI: 10.1177/15598276211029222] [Citation(s) in RCA: 43] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Physical activity is one of the most efficacious pathways to promoting mental and physical health, preventing disease, and, most important during the COVID-19 pandemic, bolstering a stronger immune system. Efforts to "flatten the curve" have resulted in the temporary closure of exercise facilities and gyms, suspension of sport activities, and advisories to avoid public recreational spaces. All of these changes have made traditional opportunities to be physically active difficult to access. These changes have also exacerbated existing disparities in access to social and environmental supports for physical activity, potentially contributing to a widening gap in physical activity participation among those at greatest risk for COVID-19. Physical activity can play a special role in reducing the inequitable consequences of COVID-19; however, expansion and better targeting of evidence-informed interventions are needed that address the unique barriers present in communities that have been economically and socially marginalized to achieve health equity in COVID-19 outcomes. This review highlights effective and feasible strategies that provide more equitable access to physical activity programs and spaces across the United States. With a renewed investment in physical activity, this behavior can play a crucial role in improving population health and reducing disparities during the COVID-19 pandemic and beyond.
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Affiliation(s)
- Rebecca Hasson
- Schools of Kinesiology and Public Health, University of Michigan, Ann Arbor, Michigan (RH); Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California (JFS); The Goldberg Center for Community Pediatric Health, Children’s National Hospital, Washington, DC (NC); Department of Health Sciences, School of Health and Human Sciences, Indiana University, Indianapolis, Indiana (NK); Department of Health and Human Performance, Plymouth State University, Plymouth, New Hampshire (VGN); and Department of Kinesiology, School of Health and Human Sciences, Indiana University, Indianapolis, Indiana (NRK)
| | - James F. Sallis
- Schools of Kinesiology and Public Health, University of Michigan, Ann Arbor, Michigan (RH); Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California (JFS); The Goldberg Center for Community Pediatric Health, Children’s National Hospital, Washington, DC (NC); Department of Health Sciences, School of Health and Human Sciences, Indiana University, Indianapolis, Indiana (NK); Department of Health and Human Performance, Plymouth State University, Plymouth, New Hampshire (VGN); and Department of Kinesiology, School of Health and Human Sciences, Indiana University, Indianapolis, Indiana (NRK)
| | - Nailah Coleman
- Schools of Kinesiology and Public Health, University of Michigan, Ann Arbor, Michigan (RH); Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California (JFS); The Goldberg Center for Community Pediatric Health, Children’s National Hospital, Washington, DC (NC); Department of Health Sciences, School of Health and Human Sciences, Indiana University, Indianapolis, Indiana (NK); Department of Health and Human Performance, Plymouth State University, Plymouth, New Hampshire (VGN); and Department of Kinesiology, School of Health and Human Sciences, Indiana University, Indianapolis, Indiana (NRK)
| | - Navin Kaushal
- Schools of Kinesiology and Public Health, University of Michigan, Ann Arbor, Michigan (RH); Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California (JFS); The Goldberg Center for Community Pediatric Health, Children’s National Hospital, Washington, DC (NC); Department of Health Sciences, School of Health and Human Sciences, Indiana University, Indianapolis, Indiana (NK); Department of Health and Human Performance, Plymouth State University, Plymouth, New Hampshire (VGN); and Department of Kinesiology, School of Health and Human Sciences, Indiana University, Indianapolis, Indiana (NRK)
| | - Vincenzo G. Nocera
- Schools of Kinesiology and Public Health, University of Michigan, Ann Arbor, Michigan (RH); Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California (JFS); The Goldberg Center for Community Pediatric Health, Children’s National Hospital, Washington, DC (NC); Department of Health Sciences, School of Health and Human Sciences, Indiana University, Indianapolis, Indiana (NK); Department of Health and Human Performance, Plymouth State University, Plymouth, New Hampshire (VGN); and Department of Kinesiology, School of Health and Human Sciences, Indiana University, Indianapolis, Indiana (NRK)
| | - NiCole Keith
- Schools of Kinesiology and Public Health, University of Michigan, Ann Arbor, Michigan (RH); Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California (JFS); The Goldberg Center for Community Pediatric Health, Children’s National Hospital, Washington, DC (NC); Department of Health Sciences, School of Health and Human Sciences, Indiana University, Indianapolis, Indiana (NK); Department of Health and Human Performance, Plymouth State University, Plymouth, New Hampshire (VGN); and Department of Kinesiology, School of Health and Human Sciences, Indiana University, Indianapolis, Indiana (NRK)
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Balci S, Spanhel K, Sander LB, Baumeister H. Culturally adapting internet- and mobile-based health promotion interventions might not be worth the effort: a systematic review and meta-analysis. NPJ Digit Med 2022; 5:34. [PMID: 35322172 PMCID: PMC8943001 DOI: 10.1038/s41746-022-00569-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Accepted: 01/21/2022] [Indexed: 11/17/2022] Open
Abstract
Health promotion interventions offer great potential in advocating a healthy lifestyle and the prevention of diseases. Some barriers to communicating health promotion to people of certain cultural groups might be overcome via the internet- and mobile-based interventions (IMI). This systematic review and meta-analysis aims to explore the effectiveness of culturally adapted IMI for health promotion interventions among culturally diverse populations. We systematically searched on Cochrane Central Register of Controlled Trials (CENTRAL), EbscoHost/MEDLINE, Ovid/Embase, EbscoHost/PsychINFO, and Web of Science databases in October 2020. Out of 9438 records, 13 randomized controlled trials (RCT) investigating culturally adapted health promotion IMI addressing healthy eating, physical activity, alcohol consumption, sexual health behavior, and smoking cessation included. From the included studies 10,747 participants were eligible. Culturally adapted IMI proved to be non-superior over active control conditions in short- (g = 0.10, [95% CI -0.19 to 0.40]) and long-term (g = 0.20, [95% CI -0.11 to 0.51]) in promoting health behavior. However, culturally adapted IMI for physical activity (k = 3, N = 296) compared to active controls yielded a beneficial effect in long-term (g = 0.48, [95%CI 0.25 to 0.71]). Adapting health promotion IMI to the cultural context of different cultural populations seems not yet to be recommendable given the substantial adaption efforts necessary and the mostly non-significant findings. However, these findings need to be seen as preliminary given the limited number of included trials with varying methodological rigor and the partly substantial between-trial heterogeneity pointing in the direction of potentially useful culturally adapted IMI which now need to be disentangled from the less promising approaches.PROSPERO registration number: 42020152939.
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Affiliation(s)
- Sumeyye Balci
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, Ulm University, Lise-Meitner-Str. 16, D-89081, Ulm, Germany.
| | - Kerstin Spanhel
- Department of Rehabilitation Psychology and Psychotherapy, Institute of Psychology, University of Freiburg, Engelbergerstr. 41, D-79085, Freiburg, Germany
| | - Lasse Bosse Sander
- Department of Rehabilitation Psychology and Psychotherapy, Institute of Psychology, University of Freiburg, Engelbergerstr. 41, D-79085, Freiburg, Germany
| | - Harald Baumeister
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, Ulm University, Lise-Meitner-Str. 16, D-89081, Ulm, Germany
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Pinto BM, Dunsiger SI, Kindred MM, Mitchell S. Physical Activity Adoption and Maintenance Among Breast Cancer Survivors: A Randomized Trial of Peer Mentoring. Ann Behav Med 2021; 56:842-855. [PMID: 34436552 DOI: 10.1093/abm/kaab078] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Peer support can extend the reach of physical activity (PA) interventions. In previous studies, peer support via weekly counseling calls increased PA at 3 and 6 months among breast cancer survivors, compared to contact control. However, effects were attenuated at 6 months. Interventions targeting PA maintenance among cancer survivors are limited. Hence, we extended prior work to identify effective PA maintenance interventions. PURPOSE Following a 3-month PA intervention, the study compared the effects of three 6-month interventions on PA at 12 months. METHODS One hundred and sixty-one inactive breast cancer survivors participated in a 12-month randomized controlled trial. Intervention delivery was uniform for the first 3-months: all participants received a weekly call with their peer coach to encourage PA. Following month 3, participants self-monitored PA and received feedback reports (Reach Plus) or additionally received, a monthly phone call (Reach Plus Phone), or weekly text message (Reach Plus Message). Moderate-to-vigorous PA (MVPA) was measured using self-report (7 Day PAR) and accelerometry at baseline, 3, 6, 9, and 12 months. RESULTS At 3 months, there were significant within group increases in self-reported and objectively measured MVPA with no between-group differences (ps > .05). At 6 months, adjusted longitudinal models showed that Reach Plus Message reported an additional 23.83 (SD = 6.33, f2 = .12) min/week of MVPA and Reach Plus Phone reported an additional 18.14 min/week (SD = 5.15, f2 =.16) versus Reach Plus. Results were similar at 9 months. At 12 months, Reach Plus Message and Reach Plus Phone both out-performed Reach Plus (ps = .04 and .05 respectively and effect sizes f2 = .11 and f2 = .21 respectively). Accelerometer data showed similar patterns: Reach Plus Message and Reach Plus Phone out-performed Reach Plus at 6 (f2 = .20) and 9 months (f2 = .09). CONCLUSION Phone calls from peer mentors and text messaging can support PA maintenance among breast cancer survivors. CLINICAL TRIAL INFORMATION ClinicalTrials.Gov NCT02694640.
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Affiliation(s)
| | | | | | - Sheryl Mitchell
- College of Nursing, University of South Carolina, Columbia, SC, USA
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Gans KM, Dulin A, Palomo V, Benitez T, Dunsiger S, Dionne L, Champion G, Edgar R, Marcus B. A Tailored Web- and Text-Based Intervention to Increase Physical Activity for Latino Men: Protocol for a Randomized Controlled Feasibility Trial. JMIR Res Protoc 2021; 10:e23690. [PMID: 33512327 PMCID: PMC7880809 DOI: 10.2196/23690] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 11/20/2020] [Accepted: 11/24/2020] [Indexed: 12/03/2022] Open
Abstract
Background Latino men in the United States report low physical activity (PA) levels and related health conditions (eg, diabetes and obesity). Engaging in regular PA can reduce the risk of chronic diseases and yield many health benefits; however, there is a paucity of interventions developed exclusively for Latino men. Objective To address the need for culturally relevant PA interventions, this study aims to develop and evaluate Hombres Saludables, a 6-month theory-based, tailored web- and text message-based PA intervention in Spanish for Latino men. This protocol paper describes the study design, intervention, and evaluation methods for Hombres Saludables. Methods Latino men aged 18-65 years were randomized to either the individually tailored PA internet intervention arm or the nutrition and wellness internet control arm. The PA intervention included 2 check-in phone calls; automated SMS text messages; a pedometer; a 6-month gym membership; access to a private Facebook group; and an interactive website with PA tracking, goal setting, and individually tailored PA content. The primary outcomes were feasibility, acceptability, and efficacy (minutes per week of total moderate-to-vigorous PA assessed via the ActiGraph GT3X+ accelerometer worn at the waist and 7-day physical activity recall at baseline and 6 months). Secondary outcomes examined potential moderators (eg, demographics, acculturation, and environmental variables) and mediators (eg, self-efficacy and cognitive and behavioral processes of change) of treatment effects at 6 months post randomization. Results This study was funded in September 2016. Initial institutional review board approval was received in February 2017, and focus groups and intervention development were conducted from April 2017 to January 2018. Recruitment for the clinical trial was carried out from February 2018 to July 2019. Baseline data collection was carried out from February 2018 to October 2019, with a total of 43 participants randomized. Follow-up data were collected through April 2020. Data cleaning and analysis are ongoing. Conclusions We developed and tested protocols for a highly accessible, culturally and linguistically relevant, theory-driven PA intervention for Latino men. Hombres Saludables used an innovative, interactive, web- and text message–based intervention for improving PA among Latino men, an underserved population at risk of low PA and related chronic disease. If the intervention demonstrates feasibility, acceptability, and preliminary efficacy, we will refine and evaluate it in a larger randomized control trial. Trial Registration Clinicaltrials.gov: NCT03196570; https://clinicaltrials.gov/ct2/show/NCT03196570 International Registered Report Identifier (IRRID) DERR1-10.2196/23690
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Affiliation(s)
- Kim M Gans
- Department of Human Development and Family Sciences, University of Connecticut, Storrs, CT, United States.,Department of Behavioral And Social Sciences, Brown University School of Public Health, Providence, RI, United States
| | - Akilah Dulin
- Department of Behavioral And Social Sciences, Brown University School of Public Health, Providence, RI, United States
| | - Vanessa Palomo
- Cardiovascular Center for Research and Innovation, Tufts University Medical Center, Boston, MA, United States
| | - Tanya Benitez
- Department of Behavioral And Social Sciences, Brown University School of Public Health, Providence, RI, United States
| | - Shira Dunsiger
- Department of Behavioral And Social Sciences, Brown University School of Public Health, Providence, RI, United States
| | - Laura Dionne
- Department of Behavioral And Social Sciences, Brown University School of Public Health, Providence, RI, United States
| | - Gregory Champion
- Department of Human Development and Family Sciences, University of Connecticut, Storrs, CT, United States
| | - Rachelle Edgar
- Department of Behavioral And Social Sciences, Brown University School of Public Health, Providence, RI, United States
| | - Bess Marcus
- Department of Behavioral And Social Sciences, Brown University School of Public Health, Providence, RI, United States
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