{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:43:24Z","timestamp":1785545004246,"version":"3.56.0"},"reference-count":94,"publisher":"JMIR Publications Inc.","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JMIR Res Protoc"],"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:sec sec-type=\"background\">\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Sedentary behavior is associated with negative health outcomes. High levels of sedentary behavior are common among Alzheimer disease and related dementias (ADRD) caregivers already at risk of other adverse health effects, yet few interventions target sedentary behavior within this population. There is a need for trials intended to reduce time spent sedentary, which may be achievable by increasing the frequency of disruptions to sedentary time. Remotely delivered behavior change techniques (BCTs) may be effective for disrupting sedentary behavior in this population through short bursts of walking, although it is unclear how BCTs promote this behavior and potentially act via the hypothesized mechanism of behavioral automaticity.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"objective\">\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>The goal of the trial is to examine whether a significant proportion of ADRD caregivers (\u226550%) receiving an SMS text message\u2013delivered BCT intervention form a habit to engage in hourly walking 4 times per day, with the broader objective of disrupting sedentary time in this population.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"methods\">\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>This trial is a 12-week, decentralized, single-arm, National Institutes of Health Stage II behavioral trial. The trial will deliver a personalized, multicomponent BCT intervention to disrupt time spent sedentary by encouraging forming a habit of hourly walking among caregivers of persons with ADRD via the key mechanism of behavior change behavioral automaticity. The intervention includes 4 daily SMS text message\u2013delivered BCT components previously used in interventions to disrupt sedentary behavior\u2014Goal setting, Action planning, Prompts\/cues, and Self-monitoring. Formation of an hourly walking habit is the primary outcome and will be defined as walking an additional 250 steps or more per hour for the same 4 consecutive hours as set up in a personalized walking plan on 7 consecutive days. Secondary outcomes include evaluating associations between habit formation and behavioral automaticity, and between longitudinal behavioral automaticity and habitual hourly walking over time. Additionally, heterogeneity of treatment effects will be evaluated. Exploratory analyses will examine potential moderating variables that may influence the intervention effect. The trial uses digital enrollment strategies, SMS text message intervention delivery, passive data collection via Fitbit (Google) devices, and online survey assessments to collect data remotely.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"results\">\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>This study was funded by the National Institute on Aging in June 2024. Recruitment and data collection began in March 2025. As of August 2025, 40% (n=40) of the planned sample has been enrolled. Data collection is expected to be complete by June 2026. Data analysis and publication of results are expected by Fall and Winter 2026, respectively.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"conclusions\">\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>Results will have the potential to advance knowledge about the effectiveness of BCTs to form a habit of hourly walking and may provide opportunities for future public health impact to promote physical activity in caregivers of those living with ADRD.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.2196\/82857","type":"journal-article","created":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T18:41:15Z","timestamp":1781030475000},"page":"e82857-e82857","source":"Crossref","is-referenced-by-count":0,"title":["Multicomponent Behavior Change Technique Intervention for Caregivers of People With Alzheimer Disease and Related Dementias: Protocol for a Single-Arm, Personalized Behavioral Trial to Disrupt Sedentary Time"],"prefix":"10.2196","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0102-1263","authenticated-orcid":false,"given":"Danielle","family":"Miller","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-6817-5881","authenticated-orcid":false,"given":"Sherene","family":"Lambert","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-5004-7823","authenticated-orcid":false,"given":"Luis","family":"Jordan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4359-2897","authenticated-orcid":false,"given":"Mark J","family":"Butler","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9700-251X","authenticated-orcid":false,"given":"Liron","family":"Sinvani","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9099-2482","authenticated-orcid":false,"given":"Alexandra","family":"Perrin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5199-0102","authenticated-orcid":false,"given":"Ying Kuen","family":"Cheung","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9162-477X","authenticated-orcid":false,"given":"Karina W","family":"Davidson","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4206-0979","authenticated-orcid":false,"given":"Ashley M","family":"Goodwin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1010","published-online":{"date-parts":[[2026,6,9]]},"reference":[{"issue":"1","key":"R1","doi-asserted-by":"publisher","DOI":"10.1186\/s12966-017-0525-8","article-title":"Sedentary Behavior Research Network (SBRN) - Terminology Consensus Project process and outcome","volume":"14","author":"Tremblay","journal-title":"Int J Behav Nutr Phys Act"},{"issue":"3","key":"R2","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1097\/JES.0b013e3181e373a2","article-title":"Too much sitting: the population health science of sedentary behavior","volume":"38","author":"Owen","journal-title":"Exerc Sport Sci Rev"},{"issue":"7","key":"R3","doi-asserted-by":"publisher","first-page":"875","DOI":"10.1093\/aje\/kwm390","article-title":"Amount of time spent in sedentary behaviors in the United States, 2003-2004","volume":"167","author":"Matthews","journal-title":"Am J Epidemiol"},{"issue":"1","key":"R4","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1007\/s11556-013-0132-x","article-title":"Accelerometry analysis of physical activity and sedentary behavior in older adults: a systematic review and data analysis","volume":"11","author":"Gorman","journal-title":"Eur Rev Aging Phys Act"},{"issue":"8","key":"R5","doi-asserted-by":"publisher","first-page":"1493","DOI":"10.1249\/MSS.0b013e318288a1e5","article-title":"Sedentary behavior, physical activity, and markers of health in older adults","volume":"45","author":"Gennuso","journal-title":"Med Sci Sports Exerc"},{"issue":"1","key":"R6","doi-asserted-by":"publisher","first-page":"3","DOI":"10.5993\/AJHB.44.1.1","article-title":"Weight status and sedentary behavior of Alzheimer\u2019s disease caregivers","volume":"44","author":"Carpenter","journal-title":"Am J Health Behav"},{"key":"R7","unstructured":"AARPNational Alliance for Caregiving. Caregiving in the United States 2020. AARP. 2020. URL: https:\/\/www.aarp.org\/pri\/topics\/ltss\/family-caregiving\/caregiving-in-the-united-states\/ [Accessed 30-05-2026]"},{"issue":"7","key":"R8","doi-asserted-by":"publisher","first-page":"465","DOI":"10.7326\/M17-0212","article-title":"Patterns of sedentary behavior and mortality in U.S. middle-aged and older adults: a national cohort study","volume":"167","author":"Diaz","journal-title":"Ann Intern Med"},{"issue":"5","key":"R9","doi-asserted-by":"publisher","first-page":"998","DOI":"10.1249\/MSS.0b013e3181930355","article-title":"Sitting time and mortality from all causes, cardiovascular disease, and cancer","volume":"41","author":"Katzmarzyk","journal-title":"Med Sci Sports Exerc"},{"issue":"6","key":"R10","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0037696","article-title":"Association of sedentary time with mortality independent of moderate to vigorous physical activity","volume":"7","author":"Koster","journal-title":"PLOS ONE"},{"key":"R11","unstructured":"2018 Physical Activity Guidelines Advisory Committee scientific report. United States Department of Health and Human Services; 2018. URL: https:\/\/odphp.health.gov\/sites\/default\/files\/2019-09\/PAG_Advisory_Committee_Report.pdf [Accessed 30-05-2026]"},{"issue":"10","key":"R12","doi-asserted-by":"publisher","first-page":"4343","DOI":"10.1038\/s41380-022-01655-y","article-title":"Sleep, physical activity, sedentary behavior, and risk of incident dementia: a prospective cohort study of 431,924 UK Biobank participants","volume":"27","author":"Huang","journal-title":"Mol Psychiatry"},{"issue":"1","key":"R13","doi-asserted-by":"publisher","DOI":"10.1038\/s41398-020-0799-5","article-title":"Association between sedentary behavior and the risk of dementia: a systematic review and meta-analysis","volume":"10","author":"Yan","journal-title":"Transl Psychiatry"},{"issue":"9","key":"R14","doi-asserted-by":"publisher","first-page":"15","DOI":"10.3928\/00989134-20220805-02","article-title":"Caregivers of adults living with Alzheimer\u2019s disease or dementia in 2020: a secondary analysis","volume":"48","author":"Shin","journal-title":"J Gerontol Nurs"},{"issue":"1","key":"R15","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1016\/0895-4356(92)90189-t","article-title":"The psychological and physical health of family members caring for an elderly person with dementia","volume":"45","author":"Baumgarten","journal-title":"J Clin Epidemiol"},{"issue":"3","key":"R16","doi-asserted-by":"publisher","first-page":"240","DOI":"10.1097\/00019442-200405000-00002","article-title":"Family caregiving of persons with dementia: prevalence, health effects, and support strategies","volume":"12","author":"Schulz","journal-title":"Am J Geriatr Psychiatry"},{"issue":"3","key":"R17","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1088\/0967-3334\/31\/3\/003","article-title":"The altered complexity of cardiovascular regulation in depressed patients","volume":"31","author":"Schulz","journal-title":"Physiol Meas"},{"key":"R18","unstructured":"Schulz R Williamson GM . Health Effects of Caregiving: Prevalence of Mental and Physical Illness in Alzheimer\u2019s Caregivers. Springer Publishing Company; 1994."},{"issue":"3","key":"R19","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1097\/00002093-200107000-00004","article-title":"The association between caregiver burden and caregiver health-related quality of life in Alzheimer disease","volume":"15","author":"Bell","journal-title":"Alzheimer Dis Assoc Disord"},{"issue":"8","key":"R20","doi-asserted-by":"publisher","first-page":"423","DOI":"10.1111\/j.1745-7599.2008.00342.x","article-title":"Caregiver burden among dementia patient caregivers: a review of the literature","volume":"20","author":"Etters","journal-title":"J Am Acad Nurse Pract"},{"issue":"1","key":"R21","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.jalz.2012.11.006","article-title":"The worldwide economic impact of dementia 2010","volume":"9","author":"Wimo","journal-title":"Alzheimers Dement"},{"issue":"1","key":"R22","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1159\/000461577","article-title":"Disease progression in mild dementia due to Alzheimer disease in an 18-month observational study (GERAS): the impact on costs and caregiver outcomes","volume":"7","author":"Jones","journal-title":"Dement Geriatr Cogn Dis Extra"},{"issue":"5","key":"R23","doi-asserted-by":"publisher","first-page":"797","DOI":"10.1093\/geront\/gnaa050","article-title":"Dementia caregiving research: expanding and reframing the lens of diversity, inclusivity, and intersectionality","volume":"60","author":"Dilworth-Anderson","journal-title":"Gerontologist"},{"key":"R24","unstructured":"National plan to address Alzheimer\u2019s disease: 2024 update. United States Department of Health and Human Services; URL: https:\/\/aspe.hhs.gov\/sites\/default\/files\/documents\/dc2ff0be0e08df15971fce57cb8e5c7a\/napa-national-plan-2024-update.pdf [Accessed 30-05-2026]"},{"issue":"4","key":"R25","doi-asserted-by":"publisher","first-page":"565","DOI":"10.1123\/japa.2017-0410","article-title":"Mobile health interventions for physical activity, sedentary behavior, and sleep in adults aged 50 years and older: a systematic literature review","volume":"27","author":"Elavsky","journal-title":"J Aging Phys Act"},{"issue":"2","key":"R26","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1016\/j.amepre.2011.05.013","article-title":"Adults\u2019 sedentary behavior determinants and interventions","volume":"41","author":"Owen","journal-title":"Am J Prev Med"},{"key":"R27","doi-asserted-by":"publisher","DOI":"10.1016\/j.ypmed.2014.08.028","article-title":"The relationship between sedentary behaviour and physical activity in adults: a systematic review","volume":"69","author":"Mansoubi","journal-title":"Prev Med"},{"issue":"15","key":"R28","doi-asserted-by":"publisher","DOI":"10.3390\/healthcare11152215","article-title":"The quiet epidemic: an overview of emerging qualitative research trends on sedentary behavior in aging populations","volume":"11","author":"Ramalho","journal-title":"Healthcare (Basel)"},{"issue":"1","key":"R29","doi-asserted-by":"publisher","DOI":"10.1186\/2055-5784-1-4","article-title":"\u201cNot just another walking program\u201d: Everyday Activity Supports You (EASY) model-a randomized pilot study for a parallel randomized controlled trial","volume":"1","author":"Ashe","journal-title":"Pilot Feasibility Stud"},{"key":"R30","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.e4547","article-title":"Integration of balance and strength training into daily life activity to reduce rate of falls in older people (the LiFE study): randomised parallel trial","volume":"345","author":"Clemson","journal-title":"BMJ"},{"issue":"605","key":"R31","doi-asserted-by":"publisher","first-page":"664","DOI":"10.3399\/bjgp12X659466","article-title":"Making health habitual: the psychology of \u201chabit-formation\u201d and general practice","volume":"62","author":"Gardner","journal-title":"Br J Gen Pract"},{"issue":"5","key":"R32","doi-asserted-by":"publisher","first-page":"358","DOI":"10.1016\/j.gerinurse.2012.03.003","article-title":"Physical activity and psychosocial and mental health of older caregivers and non-caregivers","volume":"33","author":"Marquez","journal-title":"Geriatr Nurs"},{"issue":"6","key":"R33","doi-asserted-by":"publisher","first-page":"998","DOI":"10.1002\/ejsp.674","article-title":"How are habits formed: modelling habit formation in the real world","volume":"40","author":"Lally","journal-title":"Euro J Social Psych"},{"issue":"4","key":"R34","doi-asserted-by":"publisher","first-page":"226","DOI":"10.1177\/09637214241246480","article-title":"Habits, goals, and effective behavior change","volume":"33","author":"Wood","journal-title":"Curr Dir Psychol Sci"},{"key":"R35","doi-asserted-by":"publisher","DOI":"10.1016\/j.cobeha.2017.12.009","article-title":"Habit formation and change","volume":"20","author":"Carden","journal-title":"Curr Opin Behav Sci"},{"issue":"1","key":"R36","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1177\/237946151600200109","article-title":"Healthy through Habit: Interventions for Initiating & Maintaining Health Behavior Change","volume":"2","author":"Wood","journal-title":"Behavioral Science & Policy"},{"key":"R37","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-psych-122414-033417","article-title":"Psychology of habit","volume":"67","author":"Wood","journal-title":"Annu Rev Psychol"},{"issue":"1","key":"R38","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1007\/s12160-013-9486-6","article-title":"The Behavior Change Technique Taxonomy (v1) of 93 hierarchically clustered techniques: building an international consensus for the reporting of behavior change interventions","volume":"46","author":"Michie","journal-title":"Ann Behav Med"},{"issue":"sup1","key":"R39","doi-asserted-by":"publisher","first-page":"S137","DOI":"10.1080\/17437199.2011.603640","article-title":"Promoting habit formation","volume":"7","author":"Lally","journal-title":"Health Psychol Rev"},{"issue":"1","key":"R40","doi-asserted-by":"publisher","DOI":"10.1186\/s12966-020-01001-x","article-title":"Which behaviour change techniques are effective to promote physical activity and reduce sedentary behaviour in adults: a factorial randomized trial of an e- and m-health intervention","volume":"17","author":"Schro\u00e9","journal-title":"Int J Behav Nutr Phys Act"},{"issue":"1","key":"R41","doi-asserted-by":"publisher","DOI":"10.1186\/s12966-017-0561-4","article-title":"Using computer, mobile and wearable technology enhanced interventions to reduce sedentary behaviour: a systematic review and meta-analysis","volume":"14","author":"Stephenson","journal-title":"Int J Behav Nutr Phys Act"},{"issue":"11","key":"R42","doi-asserted-by":"publisher","first-page":"1739","DOI":"10.1007\/s40279-019-01168-9","article-title":"The effectiveness of sedentary behaviour reduction workplace interventions on cardiometabolic risk markers: a systematic review","volume":"49","author":"Brierley","journal-title":"Sports Med"},{"issue":"1","key":"R43","doi-asserted-by":"publisher","DOI":"10.1186\/s12966-017-0484-0","article-title":"Randomised controlled feasibility study of a school-based multi-level intervention to increase physical activity and decrease sedentary behaviour among vocational school students","volume":"14","author":"Hankonen","journal-title":"Int J Behav Nutr Phys Act"},{"issue":"1","key":"R44","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1080\/1750984X.2015.1081706","article-title":"A systematic review of school-based interventions targeting physical activity and sedentary behaviour among older adolescents","volume":"9","author":"Hynynen","journal-title":"Int Rev Sport Exerc Psychol"},{"issue":"1","key":"R45","doi-asserted-by":"publisher","DOI":"10.1186\/s12966-022-01319-8","article-title":"Behaviour change techniques in cardiovascular disease smartphone apps to improve physical activity and sedentary behaviour: systematic review and meta-regression","volume":"19","author":"Patterson","journal-title":"Int J Behav Nutr Phys Act"},{"issue":"5","key":"R46","doi-asserted-by":"publisher","first-page":"689","DOI":"10.1038\/ijo.2017.30","article-title":"Time spent in sedentary posture is associated with waist circumference and cardiovascular risk","volume":"41","author":"Tigbe","journal-title":"Int J Obes"},{"issue":"3","key":"R47","doi-asserted-by":"publisher","first-page":"219","DOI":"10.1037\/bar0000214","article-title":"Effects of incentives and prompts on sedentary and walking behaviors in university employees","volume":"21","author":"Batchelder","journal-title":"Behavior Analysis: Research and Practice"},{"issue":"3","key":"R48","doi-asserted-by":"publisher","first-page":"159","DOI":"10.1177\/0891988708316857","article-title":"The relationship between objectively measured sleep disturbance and dementia family caregiver distress and burden","volume":"21","author":"Beaudreau","journal-title":"J Geriatr Psychiatry Neurol"},{"issue":"12","key":"R49","doi-asserted-by":"publisher","first-page":"1887","DOI":"10.1002\/acr.22398","article-title":"Does increasing steps per day predict improvement in physical function and pain interference in adults with fibromyalgia?","volume":"66","author":"Kaleth","journal-title":"Arthritis Care Res (Hoboken)"},{"issue":"3","key":"R50","doi-asserted-by":"publisher","first-page":"417","DOI":"10.1007\/s00586-014-3577-3","article-title":"The effect of daily walking steps on preventing neck and low back pain in sedentary workers: a 1-year prospective cohort study","volume":"24","author":"Sitthipornvorakul","journal-title":"Eur Spine J"},{"issue":"2","key":"R51","doi-asserted-by":"publisher","first-page":"519","DOI":"10.1093\/ageing\/afaa162","article-title":"A dose response relationship between accelerometer assessed daily steps and depressive symptoms in older adults: a two-year cohort study","volume":"50","author":"Hsueh","journal-title":"Age Ageing"},{"key":"R52","doi-asserted-by":"publisher","DOI":"10.1016\/j.brat.2017.07.002","article-title":"The NIH Science of Behavior Change Program: transforming the science through a focus on mechanisms of change","volume":"101","author":"Nielsen","journal-title":"Behav Res Ther"},{"issue":"2","key":"R53","first-page":"32","volume":"14","author":"Gardner","journal-title":"Eur Health Psychol"},{"issue":"1","key":"R54","doi-asserted-by":"publisher","DOI":"10.1186\/s12877-022-03315-w","article-title":"Effectiveness of a behavioral lifestyle intervention on weight management and mobility improvement in older informal caregivers: a secondary data analysis","volume":"22","author":"Liu","journal-title":"BMC Geriatr"},{"issue":"2","key":"R55","doi-asserted-by":"publisher","first-page":"226","DOI":"10.1007\/s12160-016-9846-0","article-title":"mHealth technologies to influence physical activity and sedentary behaviors: behavior change techniques, systematic review and meta-analysis of randomized controlled trials","volume":"51","author":"Direito","journal-title":"Ann Behav Med"},{"issue":"3","key":"R56","doi-asserted-by":"publisher","first-page":"428","DOI":"10.1177\/08901171241302019","article-title":"Associations of physical activity and sedentary behavior with mental distress according to caregiver status: analysis of the Health Information National Trends Survey, 2022","volume":"39","author":"Ogunjesa","journal-title":"Am J Health Promot"},{"key":"R57","doi-asserted-by":"publisher","DOI":"10.1016\/j.exger.2019.02.020","article-title":"Digital behavior change interventions to promote physical activity and\/or reduce sedentary behavior in older adults: a systematic review and meta-analysis","volume":"120","author":"Stockwell","journal-title":"Exp Gerontol"},{"issue":"1","key":"R58","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1177\/2167702613497932","article-title":"Reenvisioning clinical science: unifying the discipline to improve the public health","volume":"2","author":"Onken","journal-title":"Clin Psychol Sci"},{"key":"R59","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2019.103208","article-title":"The REDCap consortium: building an international community of software platform partners","volume":"95","author":"Harris","journal-title":"J Biomed Inform"},{"issue":"2","key":"R60","doi-asserted-by":"publisher","first-page":"377","DOI":"10.1016\/j.jbi.2008.08.010","article-title":"Research Electronic Data Capture (REDCap)--a metadata-driven methodology and workflow process for providing translational research informatics support","volume":"42","author":"Harris","journal-title":"J Biomed Inform"},{"key":"R61","doi-asserted-by":"publisher","DOI":"10.2196\/50759","article-title":"Technology use among older adults and their caregivers: cross-sectional survey study","volume":"7","author":"Lee","journal-title":"JMIR Aging"},{"key":"R62","unstructured":"Mobile fact sheet. Pew Research Center. URL: https:\/\/www.pewresearch.org\/internet\/fact-sheet\/mobile\/ [Accessed 30-05-2026]"},{"issue":"2","key":"R63","doi-asserted-by":"publisher","DOI":"10.2196\/11051","article-title":"Informal caregivers\u2019 use of internet-based health resources: an analysis of the Health Information National Trends Survey","volume":"1","author":"Shaffer","journal-title":"JMIR Aging"},{"issue":"5","key":"R64","doi-asserted-by":"publisher","first-page":"652","DOI":"10.1093\/geront\/41.5.652","article-title":"The Zarit Burden Interview: a new short version and screening version","volume":"41","author":"B\u00e9dard","journal-title":"Gerontologist"},{"issue":"4","key":"R65","doi-asserted-by":"publisher","first-page":"385","DOI":"10.2307\/2136404","article-title":"A global measure of perceived stress","volume":"24","author":"Cohen","journal-title":"J Health Soc Behav"},{"issue":"5","key":"R66","doi-asserted-by":"publisher","first-page":"628","DOI":"10.1177\/1359105316684938","article-title":"Reliability and validity of the Perceived Stress Scale-10 in Hispanic Americans with English or Spanish language preference","volume":"24","author":"Baik","journal-title":"J Health Psychol"},{"key":"R67","doi-asserted-by":"publisher","DOI":"10.1016\/j.psychres.2020.113223","article-title":"Development of the short version of the spielberger state-trait anxiety inventory","volume":"291","author":"Zsido","journal-title":"Psychiatry Res"},{"issue":"9","key":"R68","doi-asserted-by":"publisher","first-page":"606","DOI":"10.1046\/j.1525-1497.2001.016009606.x","article-title":"The PHQ-9: validity of a brief depression severity measure","volume":"16","author":"Kroenke","journal-title":"J Gen Intern Med"},{"issue":"10","key":"R69","doi-asserted-by":"publisher","first-page":"1727","DOI":"10.1007\/s11136-011-9903-x","article-title":"Development and preliminary testing of the new five-level version of EQ-5D (EQ-5D-5L)","volume":"20","author":"Herdman","journal-title":"Qual Life Res"},{"key":"R70","unstructured":"EQ-5D-5L user guide. EuroQol. 2019. URL: https:\/\/euroqol.org\/publications\/user-guides [Accessed 30-05-2026]"},{"issue":"1","key":"R71","doi-asserted-by":"publisher","first-page":"70","DOI":"10.1016\/j.jval.2013.10.006","article-title":"From translation to version management: a history and review of methods for the cultural adaptation of the EuroQol five-dimensional questionnaire","volume":"17","author":"Rabin","journal-title":"Value Health"},{"issue":"12","key":"R72","doi-asserted-by":"publisher","first-page":"2308","DOI":"10.1212\/wnl.44.12.2308","article-title":"The neuropsychiatric inventory: comprehensive assessment of psychopathology in dementia","volume":"44","author":"Cummings","journal-title":"Neurology (ECronicon)"},{"issue":"5_suppl_6","key":"R73","doi-asserted-by":"publisher","DOI":"10.1212\/WNL.48.5_Suppl_6.10S","article-title":"The neuropsychiatric inventory","volume":"48","author":"Cummings","journal-title":"Neurology (ECronicon)"},{"issue":"2","key":"R74","doi-asserted-by":"publisher","first-page":"210","DOI":"10.1111\/j.1532-5415.1998.tb02542.x","article-title":"Assessing the impact of neuropsychiatric symptoms in Alzheimer\u2019s disease: the neuropsychiatric inventory caregiver distress scale","volume":"46","author":"Kaufer","journal-title":"J American Geriatrics Society"},{"issue":"1","key":"R75","first-page":"93","volume":"27","author":"Wallace","journal-title":"Urol Nurs"},{"issue":"9","key":"R76","doi-asserted-by":"publisher","DOI":"10.1186\/1479-5868-9-102","article-title":"Towards parsimony in habit measurement: testing the convergent and predictive validity of an automaticity subscale of the Self-Report Habit Index","volume":"9","author":"Gardner","journal-title":"Int J Behav Nutr Phys Act"},{"issue":"1","key":"R77","doi-asserted-by":"publisher","DOI":"10.3390\/jpm16010023","article-title":"Randomized personalized trial for stress management compared to standard of care","volume":"16","author":"Goodwin","journal-title":"J Pers Med"},{"key":"R78","doi-asserted-by":"publisher","DOI":"10.2196\/58192","article-title":"A series of personalized melatonin supplement interventions for poor sleep: feasibility randomized crossover trial for personalized N-of-1 treatment","volume":"9","author":"Butler","journal-title":"JMIR Form Res"},{"key":"R79","doi-asserted-by":"publisher","DOI":"10.2196\/45510","article-title":"A series of personalized virtual light therapy interventions for fatigue: feasibility randomized crossover trial for N-of-1 treatment","volume":"7","author":"Butler","journal-title":"JMIR Form Res"},{"issue":"SI3","key":"R80","doi-asserted-by":"publisher","DOI":"10.1162\/99608f92.72cd8432","article-title":"A series of virtual interventions for chronic lower back pain: a feasibility pilot study for a series of personalized (N-of-1) trials","volume":"4","author":"Butler","journal-title":"Harv Data Sci Rev"},{"issue":"2","key":"R81","first-page":"29","volume":"8","author":"Brooke","journal-title":"J Usability Stud"},{"key":"R82","unstructured":"Brooke J . SUS\u2014a quick and dirty usability scale. In: Jordan PW Thomas B McClelland IL Weerdmeester B , editors. Usability Evolution in Industry. CRC Press; 1996. ISBN: 9780429157011"},{"issue":"7","key":"R83","doi-asserted-by":"publisher","first-page":"577","DOI":"10.1080\/10447318.2018.1455307","article-title":"The System Usability Scale: past, present, and future","volume":"34","author":"Lewis","journal-title":"International Journal of Human\u2013Computer Interaction"},{"issue":"4","key":"R84","doi-asserted-by":"publisher","first-page":"652","DOI":"10.1007\/s10865-015-9640-7","article-title":"Exercise habit formation in new gym members: a longitudinal study","volume":"38","author":"Kaushal","journal-title":"J Behav Med"},{"issue":"2","key":"R85","doi-asserted-by":"publisher","first-page":"497","DOI":"10.1093\/jrsssb\/qkad014","article-title":"Monotone response surface of multi-factor condition: estimation and Bayes classifiers","volume":"85","author":"Cheung","journal-title":"J R Stat Soc Series B Stat Methodol"},{"key":"R86","unstructured":"Cheung K . McMiso: multicore multivariable isotonic regression (R package version 0.2.0). CRAN.r-project. URL: https:\/\/cran.r-project.org\/web\/packages\/McMiso\/index.html [Accessed 30-05-2026]"},{"key":"R87","doi-asserted-by":"publisher","DOI":"10.3389\/fpain.2023.1125914","article-title":"Recruitment of family caregivers of persons with dementia: lessons learned from a pilot randomized controlled trial","volume":"4","author":"Joshi","journal-title":"Front Pain Res (Lausanne)"},{"issue":"1","key":"R88","doi-asserted-by":"publisher","first-page":"15","DOI":"10.3934\/medsci.2016.1.15","article-title":"Impact of an individualized physical activity intervention on improving mental health outcomes in family caregivers of persons with dementia: a randomized controlled trial","volume":"3","author":"Farran","journal-title":"AIMS Med Sci"},{"key":"R89","doi-asserted-by":"publisher","DOI":"10.2147\/CIA.S228931","article-title":"Randomised controlled trial of the effect of Tai Chi on postural balance of people with dementia","volume":"14","author":"Nyman","journal-title":"Clin Interv Aging"},{"issue":"3","key":"R90","doi-asserted-by":"publisher","first-page":"278","DOI":"10.1016\/j.jsams.2016.08.012","article-title":"Intermittent walking, but not standing, improves postprandial insulin and glucose relative to sustained sitting: a randomised cross-over study in inactive middle-aged men","volume":"20","author":"Pulsford","journal-title":"J Sci Med Sport"},{"issue":"11","key":"R91","doi-asserted-by":"publisher","first-page":"765","DOI":"10.1136\/oemed-2014-102348","article-title":"Breaking up workplace sitting time with intermittent standing bouts improves fatigue and musculoskeletal discomfort in overweight\/obese office workers","volume":"71","author":"Thorp","journal-title":"Occup Environ Med"},{"issue":"3","key":"R92","doi-asserted-by":"publisher","first-page":"347","DOI":"10.3233\/WOR-192940","article-title":"Standing desks for sedentary occupations: assessing changes in satisfaction and health outcomes after six months of use","volume":"63","author":"Resendiz","journal-title":"Work"},{"issue":"8","key":"R93","doi-asserted-by":"publisher","first-page":"1765","DOI":"10.1007\/s40279-022-01649-4","article-title":"The acute effects of interrupting prolonged sitting time in adults with standing and light-intensity walking on biomarkers of cardiometabolic health in adults: a systematic review and meta-analysis","volume":"52","author":"Buffey","journal-title":"Sports Med"},{"issue":"1","key":"R94","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0244841","article-title":"The effects of prolonged sitting, prolonged standing, and activity breaks on vascular function, and postprandial glucose and insulin responses: a randomised crossover trial","volume":"16","author":"Peddie","journal-title":"PLoS ONE"}],"container-title":["JMIR Research Protocols"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.researchprotocols.org\/2026\/1\/e82857","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,31]],"date-time":"2026-07-31T22:26:17Z","timestamp":1785536777000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.researchprotocols.org\/2026\/1\/e82857"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6,9]]},"references-count":94,"URL":"https:\/\/doi.org\/10.2196\/82857","relation":{},"ISSN":["1929-0748"],"issn-type":[{"value":"1929-0748","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,6,9]]},"article-number":"v15i1e82857"}}