Changes in Health-Risk Behavior, Body Mass Index, Mental Well-Being, and Risk Status Following Participation in a Stepwise Web-Based and Face-to-Face Intervention for Prevention of Lifestyle-Related Diseases: Nonrandomized Follow-Up Cohort Study

Trine Thilsing, Anders Larrabee Sonderlund, Jens Sondergaard, Nanna Herning Svensson, Jeanette Reffstrup Christensen, Janus Laust Thomsen, Niels Christian Hvidt, Lars Bruun Larsen, Trine Thilsing, Anders Larrabee Sonderlund, Jens Sondergaard, Nanna Herning Svensson, Jeanette Reffstrup Christensen, Janus Laust Thomsen, Niels Christian Hvidt, Lars Bruun Larsen

Abstract

Background: Recent evidence suggests the effectiveness of stepwise, targeted approaches for the prevention of lifestyle-related diseases with combinations of web-based and face-to-face interventions showing promising results.

Objective: This paper reports on 1-year changes in health-risk behaviors, BMI, self-rated health, mental well-being, and risk of disease at 1-year follow-up after participation in a stepwise intervention that targeted persons at high risk of disease and persons with health-risk behavior. To this end, we distinguish between participants who took up the full intervention (web-based plus face-to-face) and those who received only the web-based intervention.

Methods: The Early Detection and Prevention (Danish acronym: TOF) pilot study was conducted as a nonrandomized, 1-year follow-up intervention study in two municipalities in the Region of Southern Denmark. A total of 9400 citizens born between 1957 and 1986 (aged 29 to 60 years) were randomly sampled from participating general practitioner (GP) patient-list systems and were invited to take part in the study. Participants were subsequently stratified into risk groups based on their responses to a questionnaire on health-risk behavior and data from their GP's electronic patient record (EPR) system. All participants received a digital personal health profile with individualized information on current health-risk behavior and targeted advice on relevant health-risk behavior changes. In addition, patients at high risk of disease, as indicated by their digital health profile, were offered a targeted intervention at their GP. Patients who were not deemed at high risk of disease but who exhibited health-risk behaviors were offered a targeted intervention at their municipal health center (MHC). At 1-year follow-up, health-risk behaviors, self-rated health, BMI, and mental well-being were reassessed by questionnaire, and current information on diagnoses and medical treatment was retrieved from the EPRs.

Results: Of 598 patients at high risk of disease or with health-risk behavior, 135 took up the targeted intervention at their GP or MHC and 463 received the personal health profile only. From baseline to 1-year follow-up, the number of patients with unhealthy eating habits decreased, mean mental well-being increased, and smoking prevalence decreased in patients who had received the digital personal health profile alone. Among patients who took up the targeted intervention, unhealthy eating habits and sedentary lifestyles decreased and significant reductions in mean BMI were observed. At 1-year follow up, no health-risk behaviors were detected among 17.4% of patients who at baseline had exhibited health-risk behaviors or high risk of disease.

Conclusions: A stepwise targeted preventive approach using web-based and face-to-face elements may lead to favorable lifestyle changes. Specifically, a web-based approach may improve smoking and eating habits and mental well-being, whereas supplementary face-to-face interventions may be necessary to improve exercise habits and BMI.

Trial registration: ClinicalTrials.gov NCT02797392; https://ichgcp.net/clinical-trials-registry/NCT02797392.

International registered report identifier (irrid): RR2-10.1186/s12875-018-0820-8.

Keywords: health behavior; lifestyle-related disease; noncommunicable diseases; patient web portal; prevention; primary health care; risk reduction behavior.

Conflict of interest statement

Conflicts of Interest: None declared.

©Trine Thilsing, Anders Larrabee Sonderlund, Jens Sondergaard, Nanna Herning Svensson, Jeanette Reffstrup Christensen, Janus Laust Thomsen, Niels Christian Hvidt, Lars Bruun Larsen. Originally published in JMIR Public Health and Surveillance (http://publichealth.jmir.org), 09.07.2020.

Figures

Figure 1
Figure 1
Flowchart of the TOF pilot study.
Figure 2
Figure 2
Participant change in risk status from baseline to 1-year follow-up.

References

    1. GBD 2016 Disease and Injury Incidence and Prevalence Collaborators Global, regional, and national incidence, prevalence, and years lived with disability for 328 diseases and injuries for 195 countries, 1990-2016: a systematic analysis for the Global Burden of Disease Study 2016. Lancet. 2017 Sep 16;390(10100):1211–1259. doi: 10.1016/S0140-6736(17)32154-2.
    1. Krogsbøll L, Jørgensen K, Grønhøj Larsen C, Gøtzsche P. General health checks in adults for reducing morbidity and mortality from disease. Cochrane Database Syst Rev. 2012 Oct 17;10:CD009009. doi: 10.1002/14651858.CD009009.pub2.
    1. Si S, Moss JR, Sullivan TR, Newton SS, Stocks NP. Effectiveness of general practice-based health checks: a systematic review and meta-analysis. Br J Gen Pract. 2014 Jan;64(618):e47–e53. doi: 10.3399/bjgp14X676456.
    1. Engelsen CD, Koekkoek PS, Godefrooij MB, Spigt MG, Rutten GE. Screening for increased cardiometabolic risk in primary care: a systematic review. Br J Gen Pract. 2014 Oct;64(627):e616–e626. doi: 10.3399/bjgp14X681781.
    1. Ebrahim S, Taylor F, Ward K, Beswick A, Burke M, Smith G. Multiple risk factor interventions for primary prevention of coronary heart disease. Cochrane Database Syst Rev. 2011 Jan 19;(1):CD001561. doi: 10.1002/14651858.CD001561.pub3.
    1. Beishuizen CR, Stephan BC, van Gool WA, Brayne C, Peters RJ, Andrieu S, Kivipelto M, Soininen H, Busschers WB, Moll van Charante EP, Richard E. Web-based interventions targeting cardiovascular risk factors in middle-aged and older people: a systematic review and meta-analysis. J Med Internet Res. 2016 Mar 11;18(3):e55. doi: 10.2196/jmir.5218.
    1. Do H, Tran B, Le Pham Q, Nguyen L, Tran T, Latkin C, Dunne MP, Baker P. Which eHealth interventions are most effective for smoking cessation? A systematic review. Patient Prefer Adherence. 2018;12:2065–2084. doi: 10.2147/PPA.S169397. doi: 10.2147/PPA.S169397.
    1. Joiner KL, Nam S, Whittemore R. Lifestyle interventions based on the diabetes prevention program delivered via eHealth: a systematic review and meta-analysis. Prev Med. 2017 Jul;100:194–207. doi: 10.1016/j.ypmed.2017.04.033.
    1. Pedersen KM, Andersen JS, Søndergaard Jens. General practice and primary health care in Denmark. J Am Board Fam Med. 2012 Mar;25 Suppl 1:S34–S38. doi: 10.3122/jabfm.2012.02.110216.
    1. Larsen LB, Sonderlund AL, Sondergaard J, Thomsen JL, Halling A, Hvidt NC, Hvidt EA, Mønsted T, Pedersen LB, Roos EM, Pedersen PV, Thilsing T. Targeted prevention in primary care aimed at lifestyle-related diseases: a study protocol for a non-randomised pilot study. BMC Fam Pract. 2018 Jul 21;19(1):124. doi: 10.1186/s12875-018-0820-8.
    1. Craig P, Dieppe P, Macintyre S, Michie S, Nazareth I, Petticrew M, Medical Research Council Guidance Developing and evaluating complex interventions: the new Medical Research Council guidance. BMJ. 2008 Sep 29;337:a1655. doi: 10.1136/bmj.a1655.
    1. Pedersen K, Søndergaard J. Det Samarbejdende Hospital: Almen Praksis og Kommuner. Munksgaard: Fremtidens Hospital; 2014.
    1. Healthcare in Denmark: an overview. Ministry of Health. 2017. [2020-05-29]. .
    1. Christensen JO, Sandbaek A, Lauritzen T, Borch-Johnsen K. Population-based stepwise screening for unrecognised Type 2 diabetes is ineffective in general practice despite reliable algorithms. Diabetologia. 2004 Sep;47(9):1566–1573. doi: 10.1007/s00125-004-1496-2.
    1. Martinez FJ, Raczek AE, Seifer FD, Conoscenti CS, Curtice TG, D'Eletto T, Cote C, Hawkins C, Phillips AL, COPD-PS Clinician Working Group Development and initial validation of a self-scored COPD Population Screener Questionnaire (COPD-PS) COPD. 2008 Apr;5(2):85–95. doi: 10.1080/15412550801940721.
    1. HeartScore. European Society of Cardiology. [2020-05-29].
    1. Nationella riktlinjer for sjukdomsforebygganda metoder 2011. Tobaksbruk, riskbruk av alkohol, otillracklig fysisk aktivitet och ohalsosamma matvanor. Svenska Socialstyrelsen. 2011. [2020-06-04]. .
    1. Christensen A, Davidsen M, Ekholm O, Pedersen PV, Juel K. Danskernes sundhed: den nationale sundhedsprofil 2013. 2014. Mar 05, [2020-06-04]. .
    1. Koushede V, Lasgaard M, Hinrichsen C, Meilstrup C, Nielsen L, Rayce SB, Torres-Sahli M, Gudmundsdottir DG, Stewart-Brown S, Santini ZI. Measuring mental well-being in Denmark: validation of the original and short version of the Warwick-Edinburgh mental well-being scale (WEMWBS and SWEMWBS) and cross-cultural comparison across four European settings. Psychiatry Res. 2019 Jan;271:502–509. doi: 10.1016/j.psychres.2018.12.003.
    1. Grimby G, Börjesson M, Jonsdottir IH, Schnohr P, Thelle DS, Saltin B. The “Saltin-Grimby Physical Activity Level Scale” and its application to health research. Scand J Med Sci Sports. 2015 Dec;25 Suppl 4:119–125. doi: 10.1111/sms.12611.
    1. Murray J, Craigs CL, Hill KM, Honey S, House A. A systematic review of patient reported factors associated with uptake and completion of cardiovascular lifestyle behaviour change. BMC Cardiovasc Disord. 2012 Dec 08;12:120. doi: 10.1186/1471-2261-12-120.
    1. Murray J, Honey S, Hill K, Craigs C, House A. Individual influences on lifestyle change to reduce vascular risk: a qualitative literature review. Br J Gen Pract. 2012 Jun;62(599):e403–e410. doi: 10.3399/bjgp12X649089.
    1. Schneider F, van Osch L, de Vries H. Identifying factors for optimal development of health-related websites: a delphi study among experts and potential future users. J Med Internet Res. 2012 Feb 14;14(1):e18. doi: 10.2196/jmir.1863.
    1. Krist AH, Woolf SH. A vision for patient-centered health information systems. JAMA. 2011 Jan 19;305(3):300–301. doi: 10.1001/jama.2010.2011.
    1. Krist A, Beasley J, Crosson J, Kibbe D, Klinkman M, Lehmann C, Fox C, Mitchell J, Mold J, Pace W, Peterson K, Phillips R, Post R, Puro J, Raddock M, Simkus R, Waldren S. Electronic health record functionality needed to better support primary care. J Am Med Inform Assoc. 2014;21(5):764–771. doi: 10.1136/amiajnl-2013-002229.
    1. Stewart-Brown S, Tennant A, Tennant R, Platt S, Parkinson J, Weich S. Internal construct validity of the Warwick-Edinburgh Mental Well-being Scale (WEMWBS): a Rasch analysis using data from the Scottish Health Education Population Survey. Health Qual Life Outcomes. 2009 Feb 19;7(1) doi: 10.1186/1477-7525-7-15.
    1. Larsen LB, Sondergaard J, Thomsen JL, Halling A, Sønderlund AL, Christensen JR, Thilsing T. Digital recruitment and acceptance of a stepwise model to prevent chronic disease in the Danish primary care sector: cross-sectional study. J Med Internet Res. 2019 Jan 21;21(1):e11658. doi: 10.2196/11658.
    1. Larsen LB, Sondergaard J, Thomsen JL, Halling A, Sønderlund Anders Larrabee, Christensen JR, Thilsing T. Step-wise approach to prevention of chronic diseases in the Danish primary care sector with the use of a personal digital health profile and targeted follow-up: an assessment of attendance. BMC Public Health. 2019 Aug 13;19(1):1092. doi: 10.1186/s12889-019-7419-4.
    1. Wood DA, Kotseva K, Connolly S, Jennings C, Mead A, Jones J, Holden A, De Bacquer D, Collier T, De Backer G, Faergeman O, EUROACTION Study Group Nurse-coordinated multidisciplinary, family-based cardiovascular disease prevention programme (EUROACTION) for patients with coronary heart disease and asymptomatic individuals at high risk of cardiovascular disease: a paired, cluster-randomised controlled trial. Lancet. 2008 Jun 14;371(9629):1999–2012. doi: 10.1016/S0140-6736(08)60868-5.
    1. Whatnall MC, Patterson AJ, Ashton LM, Hutchesson MJ. Effectiveness of brief nutrition interventions on dietary behaviours in adults: a systematic review. Appetite. 2018 Jan 01;120:335–347. doi: 10.1016/j.appet.2017.09.017.
    1. Bhattarai N, Prevost AT, Wright AJ, Charlton J, Rudisill C, Gulliford MC. Effectiveness of interventions to promote healthy diet in primary care: systematic review and meta-analysis of randomised controlled trials. BMC Public Health. 2013 Dec 20;13:1203. doi: 10.1186/1471-2458-13-1203.
    1. van den Brekel-Dijkstra K, Rengers AH, Niessen MAJ, de Wit NJ, Kraaijenhagen RA. Personalized prevention approach with use of a web-based cardiovascular risk assessment with tailored lifestyle follow-up in primary care practice: a pilot study. Eur J Prev Cardiol. 2016 Mar;23(5):544–551. doi: 10.1177/2047487315591441.
    1. Stead LF, Buitrago D, Preciado N, Sanchez G, Hartmann-Boyce J, Lancaster T. Physician advice for smoking cessation. Cochrane Database Syst Rev. 2013 May 31;(5):CD000165. doi: 10.1002/14651858.CD000165.pub4.
    1. Patnode CD, Henderson JT, Thompson JH, Senger CA. Behavioral counseling and pharmacotherapy interventions for tobacco cessation in adults, including pregnant women: a review of reviews for the U.S. Preventive Services Task Force. Agency for Healthcare Research and Quality. 2015
    1. Johnson R, Robertson W, Towey M, Stewart-Brown S, Clarke A. Changes over time in mental well-being, fruit and vegetable consumption and physical activity in a community-based lifestyle intervention: a before and after study. Public Health. 2017 May;146:118–125. doi: 10.1016/j.puhe.2017.01.012.
    1. Pisinger C, Ladelund S, Glümer C, Toft U, Aadahl M, Jørgensen T. Five years of lifestyle intervention improved self-reported mental and physical health in a general population: the Inter99 study. Prev Med. 2009 Nov;49(5):424–428. doi: 10.1016/j.ypmed.2009.07.020.
    1. Taylor G, McNeill A, Girling A, Farley A, Lindson-Hawley N, Aveyard P. Change in mental health after smoking cessation: systematic review and meta-analysis. BMJ. 2014:348.
    1. Wang Hai, Sun Xiulan. Desensitized nicotinic receptors in brain. Brain Res Brain Res Rev. 2005 Jun;48(3):420–37. doi: 10.1016/j.brainresrev.2004.09.003.
    1. Stranges S, Samaraweera PC, Taggart F, Kandala NB, Stewart-Brown S. Major health-related behaviours and mental well-being in the general population: the Health Survey for England. BMJ open. 2014;4(9)
    1. White BA, Horwath CC, Conner TS. Many apples a day keep the blues away: daily experiences of negative and positive affect and food consumption in young adults. Br J Health Psychol. 2013 Nov;18(4):782–798. doi: 10.1111/bjhp.12021.
    1. Steptoe A, Perkins-Porras L, Hilton S, Rink E, Cappuccio FP. Quality of life and self-rated health in relation to changes in fruit and vegetable intake and in plasma vitamins C and E in a randomised trial of behavioural and nutritional education counselling. Br J Nutr. 2004 Jul;92(1):177–184. doi: 10.1079/BJN20041177.
    1. Shah N, Cader M, Andrews WP, Wijesekera D, Stewart-Brown SL. Responsiveness of the Short Warwick Edinburgh Mental Well-Being Scale (SWEMWBS): evaluation a clinical sample. Health Qual Life Outcomes. 2018 Dec 22;16(1):239. doi: 10.1186/s12955-018-1060-2.
    1. Salehi A, Harris N, Coyne E, Sebar B. Perceived control and self-efficacy, subjective well-being and lifestyle behaviours in young Iranian women. J Health Psychol. 2016 Jul;21(7):1415–1425. doi: 10.1177/1359105314554818.
    1. Lara J, Evans EH, O'Brien Nicola, Moynihan PJ, Meyer TD, Adamson AJ, Errington L, Sniehotta FF, White M, Mathers JC. Association of behaviour change techniques with effectiveness of dietary interventions among adults of retirement age: a systematic review and meta-analysis of randomised controlled trials. BMC Med. 2014 Oct 07;12:177. doi: 10.1186/s12916-014-0177-3.
    1. McDermott MS, Oliver M, Iverson D, Sharma R. Effective techniques for changing physical activity and healthy eating intentions and behaviour: a systematic review and meta-analysis. Br J Health Psychol. 2016 Nov;21(4):827–841. doi: 10.1111/bjhp.12199.
    1. Murray JM, Brennan SF, French DP, Patterson CC, Kee F, Hunter RF. Effectiveness of physical activity interventions in achieving behaviour change maintenance in young and middle aged adults: a systematic review and meta-analysis. Soc Sci Med. 2017 Nov;192:125–133. doi: 10.1016/j.socscimed.2017.09.021.
    1. Lin J, O'Connor E, Evans C, Senger C. Behavioral counseling to promote a healthy lifestyle for cardiovascular disease prevention in persons with cardiovascular risk factors: an updated systematic evidence review for the U.S. Preventive Services Task Force. U.S. Preventive Services Task Force Evidence Syntheses, formerly Systematic Evidence Reviews. 2014
    1. Jensen H, Davidsen MO. Danskernes Sundhed: Den Nationale Sundhedsprofil 2017. [2020-05-29]. .

Source: PubMed

3
Se inscrever