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Tummalapalli SL, Benda NC, Cukor D, Levine DM, Silberzweig J, Reading Turchioe M. Reach, Acceptability, and Patient Preferences of a Mobile Health-Based Survey to Assess COVID-19 Vaccine Hesitancy Among Patients Receiving Dialysis. Kidney Med 2024; 6:100847. [PMID: 39040544 PMCID: PMC11261113 DOI: 10.1016/j.xkme.2024.100847] [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] [Indexed: 07/24/2024] Open
Abstract
Rationale & Objective The majority of patients with kidney failure receiving dialysis own mobile devices, but the use of mobile health (mHealth) technologies to conduct surveys in this population is limited. We assessed the reach and acceptability of a short message service (SMS) text message-based survey that assessed coronavirus disease 2019 (COVID-19) vaccine hesitancy among patients receiving dialysis. Study Design & Exposure A cross-sectional SMS-based survey conducted in January 2021. Setting & Participants Patients receiving in-center hemodialysis, peritoneal dialysis, or home hemodialysis in a nonprofit dialysis organization in New York City. Outcomes (1) Reach of the SMS survey, (2) Acceptability using the 4-item Acceptability of Intervention Measure, and (3) Patient preferences for modes of survey administration. Analytical Approach We used Fisher exact tests and multivariable logistic regression to assess sociodemographic and clinical predictors of SMS survey response. Qualitative methods were used to analyze open-ended responses capturing patient preferences. Results Among 1,008 patients, 310 responded to the SMS survey (response rate 31%). In multivariable adjusted analyses, participants who were age 80 years and above (aOR, 0.49; 95% CI, 0.25-0.96) were less likely to respond to the SMS survey compared with those aged 18 to 44 years. Non-Hispanic Black (aOR, 0.58; 95% CI, 0.39-0.86), Hispanic (aOR, 0.31; 95% CI, 0.19-0.51), and Asian or Pacific Islander (aOR, 0.46; 95% CI, 0.28-0.74) individuals were less likely to respond compared with non-Hispanic White participants. Participants residing in census tracts with higher Social Vulnerability Index, indicating greater neighborhood-level social vulnerability, were less likely to respond to the SMS survey (fifth vs first quintile aOR, 0.61; 95% CI, 0.37-0.99). Over 80% of a sample of survey respondents and nonrespondents completely agreed or agreed with the Acceptability of Intervention Measure. Qualitative analysis identified 4 drivers of patient preferences for survey administration: (1) convenience (subtopics: efficiency, multitasking, comfort, and synchronicity); (2) privacy; (3) interpersonal interaction; and (4) accessibility (subtopics: vision, language, and fatigue). Limitations Generalizability, length of survey. Conclusions An SMS text message-based survey had moderate reach among patients receiving dialysis and was highly acceptable, but response rates were lower in older (age ≥ 80), non-White individuals and those with greater neighborhood-level social vulnerability. Future research should examine barriers and facilitators to mHealth among patients receiving dialysis to ensure equitable implementation of mHealth-based technologies.
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Affiliation(s)
- Sri Lekha Tummalapalli
- Division of Healthcare Delivery Science and Innovation, Department of Population Health Sciences, Weill Cornell Medicine, New York, NY
- The Rogosin Institute, New York, NY
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medicine, New York, NY
| | | | | | - Daniel M. Levine
- The Rogosin Institute, New York, NY
- Department of Biochemistry, Weill Cornell Medicine, New York, NY
| | - Jeffrey Silberzweig
- The Rogosin Institute, New York, NY
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medicine, New York, NY
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Cheung NW, Redfern J, Thiagalingam A, Hng TM, Marschner S, Haider R, Faruquie S, Von Huben A, She S, McIntyre D, Cho JG, Chow CK. Effect of Mobile Phone Text Messaging Self-Management Support for Patients With Diabetes or Coronary Heart Disease in a Chronic Disease Management Program (SupportMe) on Blood Pressure: Pragmatic Randomized Controlled Trial. J Med Internet Res 2023; 25:e38275. [PMID: 37327024 PMCID: PMC10337246 DOI: 10.2196/38275] [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: 03/26/2022] [Revised: 09/07/2022] [Accepted: 02/21/2023] [Indexed: 02/25/2023] Open
Abstract
BACKGROUND Maintaining engagement and support for patients with chronic diseases is challenging. SMS text messaging programs have complemented patient care in a variety of situations. However, such programs have not been widely translated into routine care. OBJECTIVE We aimed to examine the implementation and utility of a customized SMS text message-based support program for patients with type 2 diabetes (T2D), coronary heart disease, or both within a chronic disease integrated care program. METHODS We conducted a 6-month pragmatic parallel-group, single-blind randomized controlled trial that recruited people with T2D or coronary heart disease. Intervention participants received 4 semipersonalized SMS text messages per week providing self-management support to supplement standard care. Preprogrammed algorithms customized content based on participant characteristics, and the messages were sent at random times of the day and in random order by a fully automated SMS text messaging engine. Control participants received standard care and only administrative SMS text messages. The primary outcome was systolic blood pressure. Evaluations were conducted face to face whenever possible by researchers blinded to randomization. Participants with T2D were evaluated for glycated hemoglobin level. Participant-reported experience measures were evaluated using questionnaires and focus groups and summarized using proportions and thematic analysis. RESULTS A total of 902 participants were randomized (n=448, 49.7% to the intervention group and n=454, 50.3% to the control group). Primary outcome data were available for 89.5% (807/902) of the participants. At 6 months, there was no difference in systolic blood pressure between the intervention and control arms (adjusted mean difference=0.9 mm Hg, 95% CI -1.1 to 2.1; P=.38). Of 642 participants with T2D, there was no difference in glycated hemoglobin (adjusted mean difference=0.1%, 95% CI -0.1% to 0.3%; P=.35). Self-reported medication adherence was better in the intervention group (relative risk=0.82, 95% CI 0.68-1.00; P=.045). Participants reported that the SMS text messages were useful (298/344, 86.6%) and easily understood (336/344, 97.7%) and motivated change (217/344, 63.1%). The lack of bidirectional messaging was identified as a barrier. CONCLUSIONS The intervention did not improve blood pressure in this cohort, possibly because of high clinician commitment to improved routine patient care as part of the chronic disease management program as well as favorable baseline metrics. There was high program engagement, acceptability, and perceived value. Feasibility as part of an integrated care program was demonstrated. SMS text messaging programs may supplement chronic disease management and support self-care. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry ACTRN12616001689460; https://anzctr.org.au/Trial/Registration/TrialReview.aspx?id=371769&isReview=true. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.1136/bmjopen-2018-025923.
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Affiliation(s)
- Ngai Wah Cheung
- Department of Diabetes & Endocrinology, Westmead Hospital, Westmead, Australia
- Westmead Applied Research Centre, Faculty of Medicine & Health, University of Sydney, Westmead, Australia
| | - Julie Redfern
- School of Health Sciences, Faculty of Medicine & Health, University of Sydney, Sydney, Australia
| | | | | | - Simone Marschner
- Westmead Applied Research Centre, Faculty of Medicine & Health, University of Sydney, Westmead, Australia
| | - Rabbia Haider
- Department of Diabetes & Endocrinology, Westmead Hospital, Westmead, Australia
| | - Sonia Faruquie
- Department of Diabetes & Endocrinology, Westmead Hospital, Westmead, Australia
| | - Amy Von Huben
- Westmead Applied Research Centre, Faculty of Medicine & Health, University of Sydney, Westmead, Australia
| | - Shelley She
- Westmead Applied Research Centre, Faculty of Medicine & Health, University of Sydney, Westmead, Australia
| | - Daniel McIntyre
- Westmead Applied Research Centre, Faculty of Medicine & Health, University of Sydney, Westmead, Australia
| | - Jin-Gun Cho
- Department of Respiratory Medicine, Westmead Hospital, Westmead, Australia
| | - Clara K Chow
- Westmead Applied Research Centre, Faculty of Medicine & Health, University of Sydney, Westmead, Australia
- Department of Cardiology, Westmead Hospital, Westmead, Australia
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Tong A, Scholes-Robertson N, Hawley C, Viecelli AK, Carter SA, Levin A, Hemmelgarn BR, Harris T, Craig JC. Patient-centred clinical trial design. Nat Rev Nephrol 2022; 18:514-523. [PMID: 35668231 DOI: 10.1038/s41581-022-00585-w] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/26/2022] [Indexed: 11/09/2022]
Abstract
Patient involvement in clinical trial design can facilitate the recruitment and retention of participants as well as potentially increase the uptake of the tested intervention and the impact of the findings on patient outcomes. Despite these benefits, patients still have very limited involvement in designing and conducting trials in nephrology. Many trials do not address research questions and outcomes that are important to patients, including patient-reported outcomes that reflect how patients feel and function. This limitation can undermine the relevance, reliability and value of trial-based evidence for decision-making in clinical practice and health policy. However, efforts to involve patients with kidney disease are increasing across all stages of the trial process from priority setting, to study design (including selection of outcomes and approaches to improve participant recruitment and retention) and dissemination and implementation of the findings. Harnessing the patient voice in designing trials can ensure that efforts and resources are directed towards patient-centred trials that address the needs, concerns and priorities of patients living with kidney disease with the aim of achieving transformative improvements in care and outcomes.
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Affiliation(s)
- Allison Tong
- Sydney School of Public Health, The University of Sydney, Sydney, NSW, Australia. .,Centre for Kidney Research, The Children's Hospital at Westmead, Sydney, NSW, Australia.
| | - Nicole Scholes-Robertson
- Sydney School of Public Health, The University of Sydney, Sydney, NSW, Australia.,Centre for Kidney Research, The Children's Hospital at Westmead, Sydney, NSW, Australia
| | - Carmel Hawley
- Department of Nephrology, Princess Alexandra Hospital, Brisbane, QLD, Australia.,Australasian Kidney Trials Network, Centre for Health Services Research, University of Queensland, Brisbane, QLD, Australia
| | - Andrea K Viecelli
- Department of Nephrology, Princess Alexandra Hospital, Brisbane, QLD, Australia.,Australasian Kidney Trials Network, Centre for Health Services Research, University of Queensland, Brisbane, QLD, Australia
| | - Simon A Carter
- Sydney School of Public Health, The University of Sydney, Sydney, NSW, Australia.,Centre for Kidney Research, The Children's Hospital at Westmead, Sydney, NSW, Australia
| | - Adeera Levin
- Division of Nephrology, University of British Columbia, Vancouver, BC, Canada
| | - Brenda R Hemmelgarn
- Faculty of Medicine and Dentistry at University of Alberta, Edmonton, AB, Canada
| | | | - Jonathan C Craig
- College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
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Baldwin C, de van der Schueren MA, Kruizenga HM, Weekes CE. Dietary advice with or without oral nutritional supplements for disease-related malnutrition in adults. Cochrane Database Syst Rev 2021; 12:CD002008. [PMID: 34931696 PMCID: PMC8691169 DOI: 10.1002/14651858.cd002008.pub5] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
BACKGROUND Disease-related malnutrition has been reported in 10% to 55% of people in hospital and the community and is associated with significant health and social-care costs. Dietary advice (DA) encouraging consumption of energy- and nutrient-rich foods rather than oral nutritional supplements (ONS) may be an initial treatment. OBJECTIVES To examine evidence that DA with/without ONS in adults with disease-related malnutrition improves survival, weight, anthropometry and quality of life (QoL). SEARCH METHODS We identified relevant publications from comprehensive electronic database searches and handsearching. Last search: 01 March 2021. SELECTION CRITERIA Randomised controlled trials (RCTs) of DA with/without ONS in adults with disease-related malnutrition in any healthcare setting compared with no advice, ONS or DA alone. DATA COLLECTION AND ANALYSIS Two authors independently assessed study eligibility, risk of bias, extracted data and graded evidence. MAIN RESULTS We included 94, mostly parallel, RCTs (102 comparisons; 10,284 adults) across many conditions possibly explaining the high heterogeneity. Participants were mostly older people in hospital, residential care and the community, with limited reporting on their sex. Studies lasted from one month to 6.5 years. DA versus no advice - 24 RCTs (3523 participants) Most outcomes had low-certainty evidence. There may be little or no effect on mortality after three months, RR 0.87 (95% confidence interval (CI) 0.26 to 2.96), or at later time points. We had no three-month data, but advice may make little or no difference to hospitalisations, or days in hospital after four to six months and up to 12 months. A similar effect was seen for complications at up to three months, MD 0.00 (95% CI -0.32 to 0.32) and between four and six months. Advice may improve weight after three months, MD 0.97 kg (95% CI 0.06 to 1.87) continuing at four to six months and up to 12 months; and may result in a greater gain in fat-free mass (FFM) after 12 months, but not earlier. It may also improve global QoL at up to three months, MD 3.30 (95% CI 1.47 to 5.13), but not later. DA versus ONS - 12 RCTs (852 participants) All outcomes had low-certainty evidence. There may be little or no effect on mortality after three months, RR 0.66 (95% CI 0.34 to 1.26), or at later time points. Either intervention may make little or no difference to hospitalisations at three months, RR 0.36 (95% CI 0.04 to 3.24), but ONS may reduce hospitalisations up to six months. There was little or no difference between groups in weight change at three months, MD -0.14 kg (95% CI -2.01 to 1.74), or between four to six months. Advice (one study) may lead to better global QoL scores but only after 12 months. No study reported days in hospital, complications or FFM. DA versus DA plus ONS - 22 RCTs (1286 participants) Most outcomes had low-certainty evidence. There may be little or no effect on mortality after three months, RR 0.92 (95% CI 0.47 to 1.80) or at later time points. At three months advice may lead to fewer hospitalisations, RR 1.70 (95% CI 1.04 to 2.77), but not at up to six months. There may be little or no effect on length of hospital stay at up to three months, MD -1.07 (95% CI -4.10 to 1.97). At three months DA plus ONS may lead to fewer complications, RR 0.75 (95% CI o.56 to 0.99); greater weight gain, MD 1.15 kg (95% CI 0.42 to 1.87); and better global QoL scores, MD 0.33 (95% CI 0.09 to 0.57), but this was not seen at other time points. There was no effect on FFM at three months. DA plus ONS if required versus no advice or ONS - 31 RCTs (3308 participants) Evidence was moderate- to low-certainty. There may be little or no effect on mortality at three months, RR 0.82 (95% CI 0.58 to 1.16) or at later time points. Similarly, little or no effect on hospitalisations at three months, RR 0.83 (95% CI 0.59 to 1.15), at four to six months and up to 12 months; on days in hospital at three months, MD -0.12 (95% CI -2.48 to 2.25) or for complications at any time point. At three months, advice plus ONS probably improve weight, MD 1.25 kg (95% CI 0.73 to 1.76) and may improve FFM, 0.82 (95% CI 0.35 to 1.29), but these effects were not seen later. There may be little or no effect of either intervention on global QoL scores at three months, but advice plus ONS may improve scores at up to 12 months. DA plus ONS versus no advice or ONS - 13 RCTs (1315 participants) Evidence was low- to very low-certainty. There may be little or no effect on mortality after three months, RR 0.91 (95% CI 0.55 to 1.52) or at later time points. No study reported hospitalisations and there may be little or no effect on days in hospital after three months, MD -1.81 (95% CI -3.65 to 0.04) or six months. Advice plus ONS may lead to fewer complications up to three months, MD 0.42 (95% CI 0.20 to 0.89) (one study). Interventions may make little or no difference to weight at three months, MD 1.08 kg (95% CI -0.17 to 2.33); however, advice plus ONS may improve weight at four to six months and up to 12 months. Interventions may make little or no difference in FFM or global QoL scores at any time point. AUTHORS' CONCLUSIONS We found no evidence of an effect of any intervention on mortality. There may be weight gain with DA and with DA plus ONS in the short term, but the benefits of DA when compared with ONS are uncertain. The size and direction of effect and the length of intervention and follow-up required for benefits to emerge were inconsistent for all other outcomes. There were too few data for many outcomes to allow meaningful conclusions. Studies focusing on both patient-centred and healthcare outcomes are needed to address the questions in this review.
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Affiliation(s)
- Christine Baldwin
- Department of Nutritional Sciences, Facutly of Life Sciences & Medicine, King's College London, London, UK
| | - Marian Ae de van der Schueren
- Department of Nutrition, Dietetics and Lifestyle, HAN University of Applied Sciences, Nijmegen, Netherlands
- Division of Human Nutrition and Health, Wageningen University and Research, Wageningen, Netherlands
| | - Hinke M Kruizenga
- Department of Nutrition and Dietetics, VU University Medical Center, Amsterdam, Netherlands
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Klimis H, Thiagalingam A, McIntyre D, Marschner S, Von Huben A, Chow CK. Text messages for primary prevention of cardiovascular disease: The TextMe2 randomized clinical trial. Am Heart J 2021; 242:33-44. [PMID: 34428440 DOI: 10.1016/j.ahj.2021.08.009] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Accepted: 08/10/2021] [Indexed: 01/14/2023]
Abstract
BACKGROUND Primary prevention guidelines emphasize the importance of lifestyle modification, but many at high-risk have suboptimal cardiovascular risk factor (CVRF) control. Text message support may improve control, but the evidence is sparse. Our objective was to determine the impact of text messages on multiple CVRFs in a moderate-high risk primary prevention cohort. METHODS This study was a single-blind randomized clinical trial comparing semi-personalized text message-based support to standard care. A random sample of adults with 10-year absolute cardiovascular risk score ≥10% and without coronary heart disease, referred from February 2019 to January 2020, were recruited from an outpatient cardiology clinic in a large tertiary hospital in Sydney, Australia. Patients were randomized 1:1 to intervention or control. Intervention participants received 4 texts per week over 6 months, and standard care, with content covering: diet, physical activity, smoking, general cardiovascular health, and medication adherence. Controls received standard care only. Content was semipersonalized (smoking status, vegetarian or not-vegetarian, physical ability, taking medications or not) and delivered randomly using automated software. The primary outcome was the difference in the proportion of patients who have ≥3 uncontrolled CVRFs (out of: low-density lipoprotein cholesterol >2.0 mmol/L, blood pressure >140/90 mm Hg, body mass index ≥25 kg/m2, physical inactivity, current smoker) at 6 months adjusted for baseline. Secondary outcomes included differences in biomedical and behavioral CVRFs. RESULTS Among 295 eligible participants, 246 (mean age, 58.6 ± 10.7 years; 39.4% female) were randomized to intervention (n = 124) or control (n = 122). At 6 months, there was no significant difference in the proportion of patients with ≥3 uncontrolled CVRFs (adjusted relative risk [RR] 0.98; 95% confidence interval [CI] 0.75-1.29; P = .88). Intervention participants were less likely to be physically inactive (adjusted RR 0.72; 95% CI 0.57-0.92; P = .01), but there were no significant changes in other single CVRFs. More intervention participants reduced the number of uncontrolled CVRFs at 6-months from baseline than controls (86% vs 75%; RR 1.15; 95% CI 1.00-1.32; P = .04). CONCLUSIONS In moderate-high cardiovascular risk primary prevention, text message-based support did not significantly reduce the proportion of patients with ≥3 uncontrolled CVRFs. However, the program did motivate behavior change and significantly improved cardiovascular risk factor control overall. Larger multicenter studies are needed.
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Affiliation(s)
- Harry Klimis
- Westmead Applied Research Centre and Faculty of Medicine and Health, University of Sydney, Westmead, NSW, Australia; Department of Cardiology, Westmead Hospital, Sydney, NSW, Australia.
| | - Aravinda Thiagalingam
- Westmead Applied Research Centre and Faculty of Medicine and Health, University of Sydney, Westmead, NSW, Australia; Department of Cardiology, Westmead Hospital, Sydney, NSW, Australia
| | - Daniel McIntyre
- Westmead Applied Research Centre and Faculty of Medicine and Health, University of Sydney, Westmead, NSW, Australia
| | - Simone Marschner
- Westmead Applied Research Centre and Faculty of Medicine and Health, University of Sydney, Westmead, NSW, Australia
| | - Amy Von Huben
- Westmead Applied Research Centre and Faculty of Medicine and Health, University of Sydney, Westmead, NSW, Australia
| | - Clara K Chow
- Westmead Applied Research Centre and Faculty of Medicine and Health, University of Sydney, Westmead, NSW, Australia; Department of Cardiology, Westmead Hospital, Sydney, NSW, Australia
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Klimis H, Nothman J, Lu D, Sun C, Cheung NW, Redfern J, Thiagalingam A, Chow CK. Text Message Analysis Using Machine Learning to Assess Predictors of Engagement With Mobile Health Chronic Disease Prevention Programs: Content Analysis. JMIR Mhealth Uhealth 2021; 9:e27779. [PMID: 34757324 PMCID: PMC8663456 DOI: 10.2196/27779] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2021] [Revised: 05/07/2021] [Accepted: 09/03/2021] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND SMS text messages as a form of mobile health are increasingly being used to support individuals with chronic diseases in novel ways that leverage the mobility and capabilities of mobile phones. However, there are knowledge gaps in mobile health, including how to maximize engagement. OBJECTIVE This study aims to categorize program SMS text messages and participant replies using machine learning (ML) and to examine whether message characteristics are associated with premature program stopping and engagement. METHODS We assessed communication logs from SMS text message-based chronic disease prevention studies that encouraged 1-way (SupportMe/ITM) and 2-way (TEXTMEDS [Text Messages to Improve Medication Adherence and Secondary Prevention]) communication. Outgoing messages were manually categorized into 5 message intents (informative, instructional, motivational, supportive, and notification) and replies into 7 groups (stop, thanks, questions, reporting healthy, reporting struggle, general comment, and other). Grid search with 10-fold cross-validation was implemented to identify the best-performing ML models and evaluated using nested cross-validation. Regression models with interaction terms were used to compare the association of message intent with premature program stopping and engagement (replied at least 3 times and did not prematurely stop) in SupportMe/ITM and TEXTMEDS. RESULTS We analyzed 1550 messages and 4071 participant replies. Approximately 5.49% (145/2642) of participants responded with stop, and 11.7% (309/2642) of participants were engaged. Our optimal ML model correctly classified program message intent with 76.6% (95% CI 63.5%-89.8%) and replies with 77.8% (95% CI 74.1%-81.4%) balanced accuracy (average area under the curve was 0.95 and 0.96, respectively). Overall, supportive (odds ratio [OR] 0.53, 95% CI 0.35-0.81) messages were associated with reduced chance of stopping, as were informative messages in SupportMe/ITM (OR 0.35, 95% CI 0.20-0.60) but not in TEXTMEDS (for interaction, P<.001). Notification messages were associated with a higher chance of stopping in SupportMe/ITM (OR 5.76, 95% CI 3.66-9.06) but not TEXTMEDS (for interaction, P=.01). Overall, informative (OR 1.76, 95% CI 1.46-2.12) and instructional (OR 1.47, 95% CI 1.21-1.80) messages were associated with higher engagement but not motivational messages (OR 1.18, 95% CI 0.82-1.70; P=.37). For supportive messages, the association with engagement was opposite with SupportMe/ITM (OR 1.77, 95% CI 1.21-2.58) compared with TEXTMEDS (OR 0.77, 95% CI 0.60-0.98; for interaction, P<.001). Notification messages were associated with reduced engagement in SupportMe/ITM (OR 0.07, 95% CI 0.05-0.10) and TEXTMEDS (OR 0.28, 95% CI 0.20-0.39); however, the strength of the association was greater in SupportMe/ITM (for interaction P<.001). CONCLUSIONS ML models enable monitoring and detailed characterization of program messages and participant replies. Outgoing message intent may influence premature program stopping and engagement, although the strength and direction of association appear to vary by program type. Future studies will need to examine whether modifying message characteristics can optimize engagement and whether this leads to behavior change.
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Affiliation(s)
- Harry Klimis
- Faculty of Medicine and Health, Westmead Applied Research Centre, The University of Sydney, Westmead, Australia.,Department of Cardiology, Westmead Hospital, Westmead, Australia
| | - Joel Nothman
- Sydney Informatics Hub, The University of Sydney, Camperdown, Australia
| | - Di Lu
- Sydney Informatics Hub, The University of Sydney, Camperdown, Australia
| | - Chao Sun
- Sydney Informatics Hub, The University of Sydney, Camperdown, Australia
| | - N Wah Cheung
- Faculty of Medicine and Health, Westmead Applied Research Centre, The University of Sydney, Westmead, Australia.,Department of Endocrinology, Westmead Hospital, Westmead, Australia.,Western Sydney Integrated Care Program, Sydney, Australia
| | - Julie Redfern
- Faculty of Medicine and Health, Westmead Applied Research Centre, The University of Sydney, Westmead, Australia
| | - Aravinda Thiagalingam
- Faculty of Medicine and Health, Westmead Applied Research Centre, The University of Sydney, Westmead, Australia.,Department of Cardiology, Westmead Hospital, Westmead, Australia
| | - Clara K Chow
- Faculty of Medicine and Health, Westmead Applied Research Centre, The University of Sydney, Westmead, Australia.,Department of Cardiology, Westmead Hospital, Westmead, Australia
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Middleton T, Constantino M, McGill M, D'Souza M, Twigg SM, Wu T, Thiagalingam A, Chow C, Wong J. An Enhanced SMS Text Message-Based Support and Reminder Program for Young Adults With Type 2 Diabetes (TEXT2U): Randomized Controlled Trial. J Med Internet Res 2021; 23:e27263. [PMID: 34524102 PMCID: PMC8569538 DOI: 10.2196/27263] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Revised: 06/24/2021] [Accepted: 07/21/2021] [Indexed: 01/15/2023] Open
Abstract
Background Clinic attendance, metabolic control, engagement in self-management, and psychological health are suboptimal in young-onset (age of onset <40 years) type 2 diabetes. Objective We examined the effectiveness of an enhanced SMS text message–based support and reminder program in improving clinic attendance, metabolic control, engagement in self-management, and psychological health in young-onset type 2 diabetes. Methods A 12-month, parallel-arm, randomized controlled trial comparing an enhanced, semipersonalized SMS text message–based intervention (incorporating 1-8 supportive and/or informative text messages per month) against standard care was conducted in a specialized clinic for young adult type 2 diabetes. The primary outcome was maintenance of 100% attendance at scheduled quarterly clinical appointments. Secondary outcomes included (1) metabolic indices, (2) pathology and self-monitored blood glucose (SMBG) data availability, and (3) psychosocial well-being. Results A total of 40 participants were randomized, and 32 completed their 12-month study visit. The average participant age was 32.7 (SD 5.1) years, 50% (20/40) were male, and baseline glycated hemoglobin A1c (HbA1c) was 7.3% (SD 1.9%) (56 mmol/mol, SD 20). A higher proportion of the intervention group achieved 100% attendance (12/21, 57%, vs 5/19, 26%, for the control group); Kaplan-Meier analysis demonstrated significantly greater cumulative attendance in the intervention group (P=.04). There were no between-group differences in HbA1c, BMI, lipids, or availability of pathology and SMBG data. Odds of recording an improvement in the Diabetes Empowerment Scale–Short Form score were higher in the intervention group at 6 months (odds ratio [OR] 4.3, 95% CI 1.1-17), with attenuation of this effect at study end (OR 3.1, 95% CI 0.9-11). Program acceptability was high; >90% of participants would recommend the program to new patients. Conclusions An enhanced SMS text message–based support and reminder program doubled scheduled clinic attendance rates for patients with young-onset type 2 diabetes. The program was highly acceptable and provided early support for patient empowerment but had no significant effect on measures of metabolic control or self-management. Trial Registration Australian and New Zealand Clinical Trials Registry (ACTRN12618000479202); https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=373579
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Affiliation(s)
- Timothy Middleton
- Diabetes Centre, Royal Prince Alfred Hospital, Camperdown, Australia.,Royal Prince Alfred Clinic, Charles Perkins Centre, The University of Sydney, Camperdown, Australia.,Faculty of Medicine and Health, University of Sydney, Camperdown, Australia
| | - Maria Constantino
- Diabetes Centre, Royal Prince Alfred Hospital, Camperdown, Australia.,Royal Prince Alfred Clinic, Charles Perkins Centre, The University of Sydney, Camperdown, Australia.,Faculty of Medicine and Health, University of Sydney, Camperdown, Australia
| | - Margaret McGill
- Diabetes Centre, Royal Prince Alfred Hospital, Camperdown, Australia.,Royal Prince Alfred Clinic, Charles Perkins Centre, The University of Sydney, Camperdown, Australia.,Faculty of Medicine and Health, University of Sydney, Camperdown, Australia
| | - Mario D'Souza
- Sydney Local Health District Clinical Research Centre, Camperdown, Australia
| | - Stephen M Twigg
- Diabetes Centre, Royal Prince Alfred Hospital, Camperdown, Australia.,Royal Prince Alfred Clinic, Charles Perkins Centre, The University of Sydney, Camperdown, Australia.,Faculty of Medicine and Health, University of Sydney, Camperdown, Australia
| | - Ted Wu
- Diabetes Centre, Royal Prince Alfred Hospital, Camperdown, Australia.,Royal Prince Alfred Clinic, Charles Perkins Centre, The University of Sydney, Camperdown, Australia.,Faculty of Medicine and Health, University of Sydney, Camperdown, Australia
| | - Aravinda Thiagalingam
- Faculty of Medicine and Health, University of Sydney, Camperdown, Australia.,Department of Cardiology, Westmead Hospital, Westmead, Australia.,Westmead Applied Research Centre, The University of Sydney, Westmead, Australia
| | - Clara Chow
- Faculty of Medicine and Health, University of Sydney, Camperdown, Australia.,Department of Cardiology, Westmead Hospital, Westmead, Australia.,Westmead Applied Research Centre, The University of Sydney, Westmead, Australia.,Cardiovascular Division, The George Institute for Global Health, Sydney, Australia
| | - Jencia Wong
- Diabetes Centre, Royal Prince Alfred Hospital, Camperdown, Australia.,Royal Prince Alfred Clinic, Charles Perkins Centre, The University of Sydney, Camperdown, Australia.,Faculty of Medicine and Health, University of Sydney, Camperdown, Australia
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8
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Dawson J, Howell M, Howard K, Campbell KL, Craig JC, Tong A, Lee VW. Cost-effectiveness of a mobile phone text messaging program (KIDNEYTEXT) targeting dietary behaviours in people receiving haemodialysis. J Hum Nutr Diet 2021; 35:765-773. [PMID: 34323334 DOI: 10.1111/jhn.12937] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Accepted: 07/07/2021] [Indexed: 01/10/2023]
Abstract
BACKGROUND There is little information available to inform the cost-effectiveness of eHealth interventions in improving patient health outcomes. A trial-based economic evaluation was undertaken aiming to inform the feasibility of conducting a mobile phone text messaging programme targeting dietary behaviours in people receiving haemodialysis. METHODS A trial-based economic evaluation from a health system perspective of a 6-month pilot randomised controlled trial was undertaken. One hundred and thirty patients receiving haemodialysis from six dialysis units across Sydney, Australia, were enrolled into the KIDNEYTEXT study. Usual care (inperson dietary counselling) was compared with usual care plus three semi-personalised dietary mobile phone text messages per week over a 6-month period. The outcomes of this economic evaluation included: cost of intervention, cost-effectiveness and marginal effects on total costs. RESULTS The cost of developing and maintaining the KIDNEYTEXT intervention was US $110 per participant. Total costs were US $1418 higher in the usual care arm compared to the intervention arm. The incremental benefits for quality-adjusted life adjusted years were 0.01 [95% confidence interval (CI) = -0.03 to 0.06] and dietary adherence (i.e., adherent to three or more dietary guidelines at 6 months) being 0.04 (95% CI = -0.15 to 0.24). The largest component of total costs was related to unplanned admissions to hospital. CONCLUSIONS Mobile phone text messages targeting dietary behaviours may be cost saving, at the same time as maintaining similar or improved dietary behaviours. A larger trial with a longer follow-up time is warranted.
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Affiliation(s)
- Jessica Dawson
- Westmead Clinical School, The University of Sydney, Sydney, NSW, Australia.,Centre for Kidney Research, The Children's Hospital at Westmead, Sydney, NSW, Australia.,Nutrition and Dietetics Department, St George Hospital, Sydney, NSW, Australia
| | - Martin Howell
- Centre for Kidney Research, The Children's Hospital at Westmead, Sydney, NSW, Australia.,Sydney School of Public Health, The University of Sydney, Sydney, NSW, Australia
| | - Kirsten Howard
- Sydney School of Public Health, The University of Sydney, Sydney, NSW, Australia
| | - Katrina L Campbell
- Menzies Health Institute, Griffith University, Allied Health Services, Metro North Hospital and Health Service, Brisbane, QLD, Australia
| | - Jonathan C Craig
- College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Allison Tong
- Centre for Kidney Research, The Children's Hospital at Westmead, Sydney, NSW, Australia.,Sydney School of Public Health, The University of Sydney, Sydney, NSW, Australia
| | - Vincent W Lee
- Westmead Clinical School, The University of Sydney, Sydney, NSW, Australia.,Department of Renal Medicine, Westmead Hospital, Sydney, NSW, Australia
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9
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Dawson J, Campbell KL, Craig JC, Tong A, Teixeira-Pinto A, Brown MA, Howard K, Howell M, Khalid R, Sud K, Thiagalingam A, Chow CK, Lee VW. A Text Messaging Intervention for Dietary Behaviors for People Receiving Maintenance Hemodialysis: A Feasibility Study of KIDNEYTEXT. Am J Kidney Dis 2021; 78:85-95.e1. [DOI: 10.1053/j.ajkd.2020.11.015] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Accepted: 11/14/2020] [Indexed: 01/01/2023]
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10
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Dawson J, Tong A, Matus Gonzalez A, Campbell KL, Craig JC, Lee VW. Patients' experiences and perspectives of a mobile phone text messaging intervention to improve dietary behaviours in haemodialysis. Nutr Diet 2021; 78:516-523. [PMID: 33870612 DOI: 10.1111/1747-0080.12667] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2020] [Revised: 02/22/2021] [Accepted: 03/02/2021] [Indexed: 11/30/2022]
Abstract
AIM Dietary requirements for people on haemodialysis are complex and often poorly adhered to. Mobile phone text messaging offers a simple strategy to enhance current nutritional care. KIDNEYTEXT was a 6-month pilot randomised controlled trial that evaluated the feasibility and impact of mobile phone text messages to alter participants' dietary behaviours. The aim of this study was to elicit the perspectives of people on haemodialysis regarding acceptability of mobile phone text messages targeting dietary behaviours. METHODS Semi-structured interviews were conducted with participants in the intervention arm of the KIDNEYTEXT study. Participants were purposively sampled and interviews were conducted in-person or over the phone. Transcripts were thematically analysed using principles of grounded theory. RESULTS Interviews were conducted with 25 participants. Four major themes were identified: building awareness (reinforcement of information, simple and comprehensible, guiding choices, accessible information enhancing motivation, gaining skills in management), valuing care (boosting self-esteem, in-person care bolstered by reminders), activating change (adjusting lifestyle, gaining control of electrolytes and fluid, striving to improve overall health), waning attention and motivation (lack of personalisation limiting change, maintaining the status quo, reverting back to old habits). CONCLUSIONS Participants perceived that the KIDNEYTEXT intervention enabled participants to build on their knowledge through the dissemination of simple and actionable content. Participants appreciated frequent reminders of how to improve their diet and felt that this increased contact motivated them to alter some dietary behaviours. Future trials should consider strategies to enhance personalisation to further motivate dietary change.
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Affiliation(s)
- Jessica Dawson
- Faculty of Medicine and Health, Sydney Medical School, Westmead Clinical School, The University of Sydney, Sydney, New South Wales, Australia.,Centre for Kidney Research, The Children's Hospital at Westmead, Sydney, New South Wales, Australia
| | - Allison Tong
- Centre for Kidney Research, The Children's Hospital at Westmead, Sydney, New South Wales, Australia.,Sydney School of Public Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Andrea Matus Gonzalez
- Centre for Kidney Research, The Children's Hospital at Westmead, Sydney, New South Wales, Australia
| | - Katrina L Campbell
- Healthcare Excellence and Innovation, Metro North Hospital and Health Service, Brisbane, Queensland, Australia.,Menzies Health Institute, Griffith University, Brisbane, Queensland, Australia
| | - Jonathan C Craig
- College of Medicine and Public Health, Flinders University, Adelaide, South Australia, Australia
| | - Vincent W Lee
- Faculty of Medicine and Health, Sydney Medical School, Westmead Clinical School, The University of Sydney, Sydney, New South Wales, Australia.,Centre for Kidney Research, The Children's Hospital at Westmead, Sydney, New South Wales, Australia.,Department of Renal Medicine, Westmead Hospital, Sydney, New South Wales, Australia
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11
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Brown TJ, Williams H, Mafrici B, Jackson HS, Johansson L, Willingham F, McIntosh A, MacLaughlin HL. Dietary interventions with dietitian involvement in adults with chronic kidney disease: A systematic review. J Hum Nutr Diet 2021; 34:747-757. [PMID: 33682964 DOI: 10.1111/jhn.12870] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Revised: 01/22/2021] [Accepted: 01/23/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND A comprehensive evidence base is needed to support recommendations for the dietetic management of adults with chronic kidney disease (CKD). The present study aimed to determine the effect of dietary interventions with dietitian involvement on nutritional status, well-being, kidney risk factors and clinical outcomes in adults with CKD. METHODS Cochrane Central Register of Controlled Trials, CINAHL, MEDLINE, PsycINFO and EMBASE.com were searched from January 2000 to November 2019. Intentional weight loss and single nutrient studies were excluded. Risk of bias was assessed using the Cochrane risk-of-bias tool. Effectiveness was summarised using the mean difference between groups for each outcome per study. RESULTS Twelve controlled trials (1906 participants) were included. High fruit and vegetable intake, as well as a multidisciplinary hospital and community care programme, slowed the decline in glomerular filtration rate in adults with stage 3-4 CKD. Interventions addressing nutrition-related barriers increased protein and energy intake in haemodialysis patients. A Mediterranean diet and a diet with high n-3 polyunsaturated fatty acids improved the lipid profile in kidney transplant recipients. CONCLUSIONS A limited number of studies suggest benefits as a result of dietary interventions that are delivered by dietitians and focus on diet quality. We did not identify any studies that focussed on our primary outcome of nutritional status or studies that examined the timing or frequency of the nutritional assessment. This review emphasises the need for a wider body of high-quality evidence to support recommendations on what and how dietetic interventions are delivered by dietitians for adults with CKD.
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Affiliation(s)
- Tamara J Brown
- Usher Institute, Old Medical School, University of Edinburgh, Edinburgh, UK
| | - Harriet Williams
- Department of Nutrition and Dietetics, Betsi Cadwaladr University Health Board, Bangor, UK
| | - Bruno Mafrici
- Renal and Transplant Unit, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Helena S Jackson
- Renal and Transplantation Unit (Nutrition & Dietetics), St George's University Hospitals NHS Trust, London, UK
| | - Lina Johansson
- Department of Metabolism, Digestion and Reproduction, Imperial Healthcare NHS Trust, London, UK
| | - Fiona Willingham
- Dietetic department, East Lancashire Hospitals NHS Trust, Blackburn, UK
| | - Ashleigh McIntosh
- Faculty of Health Sciences and Medicine, Faculty of Health Sciences and Medicine, Bond University, Gold Coast, QLD, Australia
| | - Helen L MacLaughlin
- School of Exercise and Nutrition Sciences, Queensland University of Technology, Brisbane, QLD, Australia.,Royal Brisbane and Women's Hospital, Metro North Hospital and Health Service, Brisbane, QLD, Australia
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12
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Murali KM, Lonergan M. Breaking the adherence barriers: Strategies to improve treatment adherence in dialysis patients. Semin Dial 2020; 33:475-485. [DOI: 10.1111/sdi.12925] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
| | - Maureen Lonergan
- Department of Nephrology Wollongong Hospital Wollongong NSW Australia
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13
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Ganapathy S, de Korne DF, Chong NK, Car J. The Role of Text Messaging and Telehealth Messaging Apps. Pediatr Clin North Am 2020; 67:613-621. [PMID: 32650857 DOI: 10.1016/j.pcl.2020.04.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
This article focuses on the role of text messaging and messaging applications, discusses technical and legal issues, and reviews current examples of the application of text messaging in the clinical adult and pediatric practice. Reviews of current examples of text messaging in adult and pediatric practice show uptake has been increasing substantially in recent years. In pediatric care text messaging has been used for behavior intervention and outcomes tracking. Although applications are promising, the potential of nonsynchronic messaging in the formal delivery of care is still in the neonatal phase compared with its grown-up existence in day-to-day modern life.
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Affiliation(s)
- Sashikumar Ganapathy
- KK Women's & Children's Hospital, 100, Bukit Timah Road 229899 Singapore; Duke-NUS School of Medicine, Singapore, Singapore
| | - Dirk F de Korne
- Duke-NUS School of Medicine, Singapore, Singapore; Medical Innovation & Care Transformation, KK Women's & Children's Hospital, Singapore, Singapore; Erasmus School of Health Policy and Management, Erasmus University Rotterdam, Rotterdam, Netherlands; Care & Welfare, SVRZ Cares in Zeeland, Middelburg, SVRZ, Koudekerkseweg 143, Middelburg 4335 SM, Netherlands. https://twitter.com/dirkdekorne
| | - Ng Kee Chong
- KK Women's & Children's Hospital, 100, Bukit Timah Road 229899 Singapore; Duke-NUS School of Medicine, Singapore, Singapore
| | - Josip Car
- Centre for Population Health Sciences, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Clinical Sciences Building, 11 Mandalay Road, Singapore 308232, Singapore.
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14
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Klimis H, Thiagalingam A, Chow CK. Text messages for primary prevention of cardiovascular disease: the TextMe2 randomised controlled trial protocol. BMJ Open 2020; 10:e036767. [PMID: 32341047 PMCID: PMC7204915 DOI: 10.1136/bmjopen-2020-036767] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
INTRODUCTION Mobile health may be an effective means of delivering customised individually directed health promotion interventions for cardiovascular disease (CVD) primary prevention. The aim of this study is to evaluate the effectiveness of a lifestyle-focused text messaging programme for primary CVD prevention. METHODS AND ANALYSIS Single-blind randomised controlled trial with 6 months' follow-up in 246 patients with moderate-high absolute cardiovascular risk and without coronary heart disease recruited from a rapid access cardiology clinic. Participants will be randomised to receive either usual care or TextMe2 (text message-based prevention programme). The TextMe2 programme provides support, motivation and education on five topics: diet, physical activity, smoking, general cardiovascular health and medication adherence, and is delivered in four text messages per week over 6 months. The primary outcome is change in the proportion of patients who have three or more of five key modifiable risk factors that are uncontrolled (low-density lipoprotein >2.0 mmol/L, systolic blood pressure >140 mm Hg, body mass index >24.9 kg/m2, physical activity (less than the equivalent of 150 min of moderate intensity each week), current smoker). Secondary outcomes are changes in single biomedical risk factors, behavioural risk factors, quality of life, depression/anxiety scores, medication adherence, cardiovascular health literacy and hospital readmissions/representations. Analysis will be according to the intention-to-treat principle and full statistical analysis plan developed prior to data lock. ETHICS AND DISSEMINATION This study has been approved by the Western Sydney Local Health District Human Research Ethics Committee at Westmead (AU/RED/HREC/17/WMEAD/186). Results will be presented at scientific meetings and published in peer-reviewed publications. TRIAL REGISTRATION NUMBER ACTRN12618001153202.
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Affiliation(s)
- Harry Klimis
- Westmead Applied Research Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
- Department of Cardiology, Westmead Hospital, Westmead, New South Wales, Australia
| | - Aravinda Thiagalingam
- Westmead Applied Research Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
- Department of Cardiology, Westmead Hospital, Westmead, New South Wales, Australia
| | - Clara K Chow
- Westmead Applied Research Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
- Department of Cardiology, Westmead Hospital, Westmead, New South Wales, Australia
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