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Herzog SM, Hertwig R. Boosting: Empowering Citizens with Behavioral Science. Annu Rev Psychol 2025; 76:851-881. [PMID: 39413154 DOI: 10.1146/annurev-psych-020924-124753] [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] [Indexed: 10/18/2024]
Abstract
Behavioral public policy came to the fore with the introduction of nudging, which aims to steer behavior while maintaining freedom of choice. Responding to critiques of nudging (e.g., that it does not promote agency and relies on benevolent choice architects), other behavioral policy approaches focus on empowering citizens. Here we review boosting, a behavioral policy approach that aims to foster people's agency, self-control, and ability to make informed decisions. It is grounded in evidence from behavioral science showing that human decision making is not as notoriously flawed as the nudging approach assumes. We argue that addressing the challenges of our time-such as climate change, pandemics, and the threats to liberal democracies and human autonomy posed by digital technologies and choice architectures-calls for fostering capable and engaged citizens as a first line of response to complement slower, systemic approaches.
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Affiliation(s)
- Stefan M Herzog
- Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany;
| | - Ralph Hertwig
- Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany;
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Stuber JM, Beulens JW, Ayala GX, Crozier SR, Dijkstra SC, Lin SF, Vogel C, Mackenbach JD. Can nudge interventions targeting healthy food purchases in real-world grocery stores reduce diet-related health disparities? A pooled analysis of four controlled trials. Int J Behav Nutr Phys Act 2024; 21:137. [PMID: 39627771 PMCID: PMC11616344 DOI: 10.1186/s12966-024-01687-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Accepted: 11/26/2024] [Indexed: 12/06/2024] Open
Abstract
BACKGROUND Healthy food nudges may be more, or especially, effective among groups experiencing socioeconomic disadvantage. We investigated the modifying role of socioeconomic and demographic characteristics in the effectiveness of nudge interventions targeting healthy foods in real-world grocery store settings on food purchasing patterns. METHODS We pooled individual participant data from multiple trials. Eligible trials were identified via a PubMed search and selected based on having a controlled real-world design, testing a nudging intervention promoting healthy purchases, while collecting participants' sociodemographic and purchasing data. Out of four eligible trials, three had longitudinal measurements, one consisted of a single time point, two were randomised and two were not. Applied nudges consisted of a combination of placement nudges (focussing on availability or positioning) and property nudges (presentation and/or information). Harmonised data included dichotomised socioeconomic and demographic variables and the percentage of purchased fruits and vegetables of total purchases. Multilevel meta-regression based on linear mixed-effects models were used to explore modifying effects using two approaches: longitudinal and cross-sectional analyses. RESULTS The analytical sample in the longitudinal analysis comprised of 638 participants, who were predominantly female (76.3%), had a lower education attainment (67.7%), and a mean age of 46.6 years (SD 13.5). These characteristics were similar in the cross-sectional analysis (n = 855). Compared to control group participants, there was no main effect of healthy food nudges on the percentage of fruit and vegetable purchases by intervention group participants in the longitudinal analysis (β = 0.00; 95%CI -0.03, 0.09). This main effect was not modified by educational attainment (βgroup*higher education = -0.06; -0.40, 0.02), sex (βgroup*females = 0.13; -0.00, 0.61) nor age (βgroup*older adults = -0.05; -0.39, 0.02). Results from the cross-sectional analysis were comparable. CONCLUSIONS This pooled analyses of four controlled trials did not find evidence supporting the hypothesis that grocery store nudge interventions of healthy foods work more effectively among groups experiencing socioeconomic disadvantage. Future studies are needed to address the identified limitations through rigorous trial design using comprehensive interventional strategies, standardised outcome measures, while also evaluating context-specific approaches. Such insights will help to better understand the equity of nudging interventions in grocery store settings and the potential for reducing diet-related health disparities. TRIAL REGISTRATIONS The trial of Ayala et al. (2022) was retrospectively registered at ClinicalTrials.gov (NCT01475526; at 14 November 2011, https://clinicaltrials.gov/study/NCT01475526 ), the of Huitink et al. (2020) was retrospectively registered in the ISRCTN registry (ISRCTN39440735; at 5 September 2018, https://doi.org/10.1186/ISRCTN39440735 ), the of Vogel et al. (2024) was retrospectively registered at ClinicalTrials.gov (NCT03518151; at 24 April 2018, https://clinicaltrials.gov/study/NCT03518151 ), and finally of Stuber et al. (2024) was registered in the Dutch Trial Register (ID NL7064, at 30 May 2018, https://www.onderzoekmetmensen.nl/en/trial/20990 ).
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Affiliation(s)
- Josine M Stuber
- Amsterdam UMC location Vrije Universiteit Amsterdam, Epidemiology and Data Science, De Boelelaan 1117, Amsterdam, Netherlands.
- Amsterdam Public Health, Amsterdam, The Netherlands.
- Upstream Team, Amsterdam UMC, De Boelelaan 1117, Amsterdam, the Netherlands.
| | - Joline Wj Beulens
- Amsterdam UMC location Vrije Universiteit Amsterdam, Epidemiology and Data Science, De Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Amsterdam, The Netherlands
- Upstream Team, Amsterdam UMC, De Boelelaan 1117, Amsterdam, the Netherlands
| | - Guadalupe X Ayala
- School of Public Health, Division of Health Promotion and Behavioral Sciences, San Diego State University, San Diego, United States of America
- Institute for Behavioral and Community Health, San Diego State University Research Foundation, San Diego, United States of America
| | - Sarah R Crozier
- Medical Research Council Lifecourse Epidemiology Centre, University of Southampton, Southampton General Hospital, Tremona Road, Southampton, UK
- NIHR Applied Research Collaboration Wessex, Southampton Science Park, Innovation Centre, 2 Venture Road, Chilworth, Southampton, SO16 7NP, UK
- NIHR Southampton Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton General Hospital, Tremona Road, Southampton, SO16 6YD, UK
| | - S Coosje Dijkstra
- Amsterdam Public Health, Amsterdam, The Netherlands
- Public and Occupational Health, Amsterdam UMC location University of Amsterdam, Meibergdreef 9, Amsterdam, Netherlands
| | - Shih-Fan Lin
- School of Public Health, Division of Health Promotion and Behavioral Sciences, San Diego State University, San Diego, United States of America
- Institute for Behavioral and Community Health, San Diego State University Research Foundation, San Diego, United States of America
| | - Christina Vogel
- Medical Research Council Lifecourse Epidemiology Centre, University of Southampton, Southampton General Hospital, Tremona Road, Southampton, UK
- Centre for Food Policy, City, University of London, Myddelton Street, London, UK
- National Institute for Health and Care Research Southampton Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, Tremona Road, Southampton, UK
| | - Joreintje D Mackenbach
- Amsterdam UMC location Vrije Universiteit Amsterdam, Epidemiology and Data Science, De Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Amsterdam, The Netherlands
- Upstream Team, Amsterdam UMC, De Boelelaan 1117, Amsterdam, the Netherlands
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Puukko S, Heino MTJ, Kostamo K, Saurio K, Sniehotta FF, Hankonen N. How do behavioral public policy experts see the role of complex systems perspectives? An expert interview study. Transl Behav Med 2024; 14:417-425. [PMID: 38777342 PMCID: PMC11208291 DOI: 10.1093/tbm/ibae024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/25/2024] Open
Abstract
Amidst the global momentum of behavioral insights (BI), there has been a shift from mostly nudge-based BI applications to systemic approaches. This is particularly pressing in public health, where interacting issues regularly produce unanticipated consequences. Regardless, little is known about adopting complex systems approaches in behavioral public policy. This study aims to capture current practices of international BI experts on the definition, application, drivers, and hindering factors in adopting complex systems approaches in public policy. Semi-structured individual expert interviews (n = 12) of international BI experts with extensive experience in educating, cooperating with, and/or advising public servants were analyzed with inductive content analysis. While the working definition of BI aligned with published definitions, experts varied in their descriptions of complex systems approaches and its significance for public policy, including socioecological aspects, systematic BI use across policy stages, recognizing intertwined behavior, and lack of ready-made solutions. They emphasized the importance of systems approaches, identifying drivers (e.g. need for a broader focus) and hindrances (e.g. pressure for quick results). Embracing complex systems in behavioral public policy provides a holistic perspective, extending beyond simple nudges, sometimes presumed as universally applicable. While complexity perspectives would align with policymakers' worldview, applications require more work to tailor to local situations and to evaluate. Recognizing that, given their distinct expertise content, BI expertise can be quite different from complex systems expertise. The field would benefit from clear descriptions and specialized training for effective integration and advocacy for these approaches.
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Affiliation(s)
- Sarmite Puukko
- The Unit of Social Research, Faculty of Social Sciences, Tampere University, Tampere, Finland
| | - Matti T J Heino
- The Unit of Social Research, Faculty of Social Sciences, Tampere University, Tampere, Finland
| | - Katri Kostamo
- The Unit of Social Research, Faculty of Social Sciences, Tampere University, Tampere, Finland
| | - Kaisa Saurio
- The Unit of Social Research, Faculty of Social Sciences, Tampere University, Tampere, Finland
| | - Falko F Sniehotta
- Centre of Preventive Medicine and Digital Health (CPD), Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
- NIHR Policy Research Unit, Newcastle University, Newcastle upon Tyne, UK
| | - Nelli Hankonen
- The Unit of Social Research, Faculty of Social Sciences, Tampere University, Tampere, Finland
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Fajardo MA, Batcup C, Ayre J, McKinn S, Knight J, Raffoul N, Brims K, Nelson AJ, Bonner C. Could nudges reduce health literacy disparities in CVD prevention? An experiment using alternative messages for CVD risk assessment screening. PATIENT EDUCATION AND COUNSELING 2024; 123:108192. [PMID: 38377707 DOI: 10.1016/j.pec.2024.108192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 01/23/2024] [Accepted: 02/03/2024] [Indexed: 02/22/2024]
Abstract
OBJECTIVE To explore the effect of SMS nudge messages amongst people with varying health literacy on their intention to get a Heart Health Check. METHODS A 3 (Initial SMS: scarcity, regret, or control nudge) x 2 (Reminder SMS: social norm or control nudge) factorial design was used in a hypothetical online experiment. 705 participants eligible for Heart Health Checks were recruited. Outcomes included intention to attend a Heart Health Check and psychological responses. RESULTS In the control condition, people with lower health literacy had lower behavioural intentions compared to those with higher health literacy (p = .011). Scarcity and regret nudges closed this gap, resulting in similar intention levels for lower and higher health literacy. There was no interactive effect of the reminder nudge and health literacy (p = .724). CONCLUSION Scarcity and regret nudge messages closed the health literacy gap in behavioural intentions compared to a control message, while a reminder nudge had limited additional benefit. Health literacy should be considered in behavioural intervention evaluations to ensure health equity is addressed. PRACTICE IMPLICATIONS Results informed a national screening program using a universal precautions approach, where messages with higher engagement for lower health literacy groups were used in clinical practice.
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Affiliation(s)
- Michael Anthony Fajardo
- Sydney Health Literacy Lab, School of Public Health, Faculty of Medicine & Health, University of Sydney, NSW, Australia
| | - Carys Batcup
- Sydney Health Literacy Lab, School of Public Health, Faculty of Medicine & Health, University of Sydney, NSW, Australia
| | - Julie Ayre
- Sydney Health Literacy Lab, School of Public Health, Faculty of Medicine & Health, University of Sydney, NSW, Australia
| | - Shannon McKinn
- Sydney Health Literacy Lab, School of Public Health, Faculty of Medicine & Health, University of Sydney, NSW, Australia
| | - Joshua Knight
- National Heart Foundation of Australia, Sydney, NSW, Australia
| | - Natalie Raffoul
- National Heart Foundation of Australia, Sydney, NSW, Australia
| | - Kerryn Brims
- National Heart Foundation of Australia, Sydney, NSW, Australia
| | | | - Carissa Bonner
- Sydney Health Literacy Lab, School of Public Health, Faculty of Medicine & Health, University of Sydney, NSW, Australia; Menzies Centre for Health Policy and Economics, Faculty of Medicine & Health, University of Sydney, NSW, Australia.
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Jia J, Gombi-Vaca MF, Bliss Barsness C, Peterson H, Pratt R, Wolfson J, Caspi CE. Effect of a Multicomponent Food Pantry Intervention in Client Subgroups. Nutrients 2024; 16:805. [PMID: 38542716 PMCID: PMC10974327 DOI: 10.3390/nu16060805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 03/06/2024] [Accepted: 03/08/2024] [Indexed: 04/01/2024] Open
Abstract
Nutrition promotion programs may have varying effects and influence health disparities. SuperShelf promotes healthy choices in food pantries through inventory changes and nudge implementation (e.g., choice architecture). This secondary analysis of the SuperShelf cluster-randomized trial assessed whether the effect of SuperShelf on client diet quality differed by equity characteristics. English-, Spanish-, or Somali-speaking adult clients from 11 food pantries in Minnesota were included (N = 193). We measured change in diet quality by the Healthy Eating Index 2015 (HEI-2015; maximum score 100) using up to two 24 h dietary recalls from pre-intervention and post-intervention periods. We used linear mixed-effects models to determine whether the effect of SuperShelf on diet quality varied by self-reported gender, race/ethnicity, education, and employment status. In separate adjusted models, the interactions of SuperShelf and gender, education, or employment status were not significant. The interaction of SuperShelf and race/ethnicity was significant (p-interaction = 0.008), but pairwise comparisons in diet quality were non-significant in all racial/ethnic subgroups. SuperShelf did not have differential effects on diet quality by gender, race/ethnicity, education, or employment status, suggesting it does not worsen dietary disparities among food pantry clients, though more subgroup analyses are needed to explore potential racial/ethnic disparities in this context.
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Affiliation(s)
- Jenny Jia
- Division of General Internal Medicine, Department of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Maria F. Gombi-Vaca
- Rudd Center for Food Policy and Health, University of Connecticut, Hartford, CT 06103, USA; (M.F.G.-V.); (C.E.C.)
| | - Christina Bliss Barsness
- Department of Family Medicine and Community Health, University of Minnesota, Minneapolis, MN 55455, USA (R.P.)
| | - Hikaru Peterson
- Department of Applied Economics, University of Minnesota, St. Paul, MN 55108, USA;
| | - Rebekah Pratt
- Department of Family Medicine and Community Health, University of Minnesota, Minneapolis, MN 55455, USA (R.P.)
| | - Julian Wolfson
- Division of Biostatistics, University of Minnesota, Minneapolis, MN 55455, USA;
| | - Caitlin E. Caspi
- Rudd Center for Food Policy and Health, University of Connecticut, Hartford, CT 06103, USA; (M.F.G.-V.); (C.E.C.)
- Department of Allied Health Sciences, University of Connecticut, Storrs, CT 06269, USA
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Kazemian A, Hoseinzadeh M, Banihashem Rad SA, Jouya A, Tahani B. Nudging oral habits; application of behavioral economics in oral health promotion: a critical review. Front Public Health 2023; 11:1243246. [PMID: 38145077 PMCID: PMC10739307 DOI: 10.3389/fpubh.2023.1243246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 11/24/2023] [Indexed: 12/26/2023] Open
Abstract
Background Oral health disorders significantly contribute to the global incidence of chronic diseases. Nudge interventions have demonstrated effectiveness in enhancing people's decision-making and self-management capacities in a cost-efficient manner. As a result, these interventions could be valuable tools for fostering improved oral care habits. This critical review explores potential behavioral nudges applicable to promoting oral health. Methods A thorough electronic literature search was conducted on Scopus, Embase, and PubMed databases for papers published post-2008. The search focused on empirical evidence concerning the direct and indirect application of Nudge theory in oral health enhancement. In addition, the investigation included the nudge intervention's role in managing common non-communicable disease risk factors (tobacco, alcohol, and sugar) and their use in other health sectors. Results and conclusion There is a dearth of studies on behavioral economics, particularly those involving reward and reminder techniques. However, various successful nudge interventions have been identified in other sectors that aim to improve health decisions. These include strategies encouraging healthier nutritional choices, tobacco and alcohol cessation, medication compliance, routine physical activity, and regular health check-ups. Such interventions can also have direct or indirect positive impacts on oral health. Implementing these interventions within an oral care framework could promote oral health due to similar underlying cognitive mechanisms. However, different types of nudge interventions have varying degrees of effectiveness. Furthermore, factors such as the method of delivery and the characteristics of the targeted population significantly influence the outcome of the intervention. Hence, it is imperative to conduct extensive studies in diverse socioeconomic settings to fully understand the potentials, limitations, and impacts of nudge interventions in promoting oral health.
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Affiliation(s)
- Ali Kazemian
- Department of Community Oral Health, School of Dentistry, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Melika Hoseinzadeh
- Dental Research Center, Mashhad Dental School, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Seyed Ahmad Banihashem Rad
- Department of Restorative, Preventive and Pediatric Dentistry, University of Bern, Bern, Switzerland
- Graduate School for Health Sciences, University of Bern, Bern, Switzerland
| | - Anahid Jouya
- Department of Community Oral Health, School of Dentistry, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Bahareh Tahani
- Department of Oral Public Health, Dental Research Center, School of Dentistry, Dental Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
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Carmichael AE, Lennon NH, Qualters JR. Analysis of social determinants of health and individual factors found in health equity frameworks: Applications to injury research. JOURNAL OF SAFETY RESEARCH 2023; 87:508-518. [PMID: 38081722 PMCID: PMC10775896 DOI: 10.1016/j.jsr.2023.10.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 10/10/2023] [Indexed: 12/18/2023]
Abstract
INTRODUCTION This research evaluated existing health equity frameworks as they relate to social determinants of health (SDOHs) and individual factors that may impact injury outcomes and identify gaps in coverage using the Healthy People (HP) 2030 key domains. METHODS The study used a list of health equity frameworks sourced from previous literature. SDOHs and individual factors from each framework were identified and categorized into the Healthy People 2030 domains. Five injury topic areas were used as examples for how SDOHs and individual factors can be compared to injury topic-specific health disparities to identify health equity frameworks to apply to injury research. RESULTS The study identified 59 SDOHs and individual factors from the list of 33 health equity frameworks. The number of SDOHs and individual factors identified varied by Healthy People 2030 domain: Neighborhood and Built Environment contained 16 (27.1%) SDOHs and individual actors, Social and Community Context contained 22 (37.3%), Economic Stability contained 10 (16.9%), Healthcare Access and Quality contained 10 (16.9%), and Education Access and Quality contained one (1.7%). Twenty-three (39.0%) SDOHs/individual factors related to traumatic brain injury, thirteen (22.0%) related to motor vehicle crashes and suicide, 11 (18.6%) related to drowning and older adult falls. Eight frameworks (24.2%) covered all HP 2030 key domains and may be applicable to injury topics. CONCLUSIONS Incorporating health equity into research is critical. Health equity frameworks can provide a way to systematically incorporate health equity into research. The findings from this study may be useful to health equity research by providing a resource to injury and other public health fields. PRACTICAL APPLICATIONS Health equity frameworks are a practical tool to guide injury research, translation, evaluation, and program implementation. The findings from this study can be used to guide the application of health equity frameworks in injury research for specific topic areas.
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Affiliation(s)
- Andrea E Carmichael
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA, USA.
| | - Natalie H Lennon
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Judith R Qualters
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA, USA
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French DP, Ahern AL, Greaves CJ, Hawkes RE, Higgs S, Pechey R, Sniehotta FF. Preventing type 2 diabetes: A research agenda for behavioural science. Diabet Med 2023; 40:e15147. [PMID: 37171753 PMCID: PMC10947238 DOI: 10.1111/dme.15147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 04/26/2023] [Accepted: 05/11/2023] [Indexed: 05/13/2023]
Abstract
AIMS The aim of this narrative review was to identify important knowledge gaps in behavioural science relating to type 2 diabetes prevention, to inform future research in the field. METHODS Seven researchers who have published behaviour science research applied to type 2 diabetes prevention independently identified several important gaps in knowledge. They met to discuss these and to generate recommendations to advance research in behavioural science of type 2 diabetes prevention. RESULTS A total of 21 overlapping recommendations for a research agenda were identified. These covered issues within the following broad categories: (a) evidencing the impact of whole population approaches to type 2 diabetes prevention, (b) understanding the utility of disease-specific approaches to type 2 diabetes prevention such as Diabetes Prevention Programmes (DPPs) compared to generic weight loss programmes, (c) identifying how best to increase reach and engagement of DPPs, whilst avoiding exacerbating inequalities, (d) the need to understand mechanism of DPPs, (e) the need to understand how to increase maintenance of changes as part of or following DPPs, (f) the need to assess the feasibility and effectiveness of alternative approaches to the typical self-regulation approaches that are most commonly used, and (g) the need to address emotional aspects of DPPs, to promote effectiveness and avoid harms. CONCLUSIONS There is a clear role for behavioural science in informing interventions to prevent people from developing type 2 diabetes, based on strong evidence of reach, effectiveness and cost-effectiveness. This review identifies key priorities for research needed to improve existing interventions.
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Affiliation(s)
- David P. French
- Manchester Centre of Health Psychology, Division of Psychology and Mental HealthUniversity of ManchesterManchesterUK
| | - Amy L. Ahern
- MRC Epidemiology Unit, School of Clinical MedicineUniversity of CambridgeCambridgeUK
| | - Colin J. Greaves
- School of Sport, Exercise and Rehabilitation SciencesUniversity of BirminghamBirminghamUK
| | - Rhiannon E. Hawkes
- Manchester Centre of Health Psychology, Division of Psychology and Mental HealthUniversity of ManchesterManchesterUK
| | - Suzanne Higgs
- School of PsychologyUniversity of BirminghamBirminghamUK
| | - Rachel Pechey
- Nuffield Department of Primary Care Health SciencesUniversity of OxfordOxfordUK
| | - Falko F. Sniehotta
- Division of Public Health, Social and Preventive Medicine, Center for Preventive Medicine and Digital Health (CPD)Universitätsmedizin Mannheim, Heidelberg UniversityHeidelbergGermany
- NIHR Policy Research Unit Behavioural ScienceNewcastle UniversityUK
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Kawa C, Ianiro-Dahm PM, Nijhuis JFH, Gijselaers WH. Effects of a Nudging Cue Targeting Food Choice in a University Cafeteria: A Field Study. Healthcare (Basel) 2023; 11:healthcare11091307. [PMID: 37174849 PMCID: PMC10178432 DOI: 10.3390/healthcare11091307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 04/29/2023] [Accepted: 04/29/2023] [Indexed: 05/15/2023] Open
Abstract
Many students approaching adulthood often choose high-calorie food products. Concurrently, health interventions applied during this life phase can potentially lead to a healthier lifestyle. Nudge health interventions in experimental cafeteria settings have been found to improve eating behavior effectively, yet research in real-world settings is lacking. Accepting nudges as health interventions impacts nudge effectiveness. The present study applies a pretest-posttest design for a period of three consecutive weeks (no nudge, nudge, no nudge), testing the effectiveness of the so-called Giacometti cue on the number of calories purchased in a real-world cafeteria. Students were exposed to the nudge during the intervention week when entering the cafeteria and when choosing their meals. After purchasing a meal, their choice was recorded, and they completed a questionnaire. The Giacometti cue immediately reduced the number of calories purchased (comparing weeks one and two). After nudge removal, an effect was identified, increasing the number of calories purchased (comparing weeks two and three). Contrary to expectations, higher nudge acceptance resulted in more calories purchased. Neither awareness of the nudge's presence when buying food nor the interaction between acceptance and awareness played a role. We explore potential explanations for the Giacometti cue's effects.
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Affiliation(s)
- Christine Kawa
- Department of Management Sciences, University of Applied Sciences Bonn-Rhein-Sieg, 53359 Rheinbach, Germany
| | - Patrizia M Ianiro-Dahm
- Department of Management Sciences, University of Applied Sciences Bonn-Rhein-Sieg, 53359 Rheinbach, Germany
| | - Jan F H Nijhuis
- Department of Educational Research and Development, School of Business and Economics, Maastricht University, 6211 LM Maastricht, The Netherlands
| | - Wim H Gijselaers
- Department of Educational Research and Development, School of Business and Economics, Maastricht University, 6211 LM Maastricht, The Netherlands
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Mata J, Kadel P, Frank R, Schüz B. Education- and income-related differences in processed meat consumption across Europe: The role of food-related attitudes. Appetite 2023; 182:106417. [PMID: 36521648 DOI: 10.1016/j.appet.2022.106417] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 12/07/2022] [Accepted: 12/08/2022] [Indexed: 12/14/2022]
Abstract
PURPOSE Dietary behaviors differ between socio-economic groups and are one key determinant of health inequalities. Psychological factors such as attitudes are assumed to underlie the relation between inequality and dietary behaviors, but this assumption has rarely been tested empirically. We focus on a specific food group shown as detrimental to health: processed meat. METHODS In two representative international surveys (Survey 1: N = 10,226 participants from nine European countries - Austria, France, Germany, Italy, Netherlands, Poland, Russia, Spain, UK; Survey 2: N = 9149 participants from the same countries, except not including Austria and the Netherlands), participants reported inequality indicators (education, income), processed meat consumption as well as their attitudes toward nutrition and food. PRINCIPAL RESULTS There were diverging relationships between indicators of inequality and processed meat consumption: the higher the educational attainment, the lower the consumption of processed meat (rSurvey1 = -0.062, p < .001; rSurvey2 = -0.071, p < .001). At the same time, higher income was related to higher processed meat consumption (rSurvey1 = 0.088, p < .001; rSurvey2 = 0.152, p < .001). A path model showed that four of seven attitude factors mediated the relation between education and processed meat consumption (i.e., indifference toward nutrition and food, preference for regional and fresh food, processed food consumption, health efforts); none of the attitude factors mediated the relation between income and overall processed meat consumption. CONCLUSIONS Processed meats are consumed very frequently across European countries. The relation between inequality and processed meat consumption is heterogeneous and partially mediated by attitudes. More research is needed to better understand how psychological factors explain social inequality in nutrition behaviors and health in general.
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Affiliation(s)
- Jutta Mata
- Health Psychology, Department of Social Sciences, University of Mannheim, Germany; Mannheim Center for Data Science, University of Mannheim, Germany.
| | - Philipp Kadel
- Health Psychology, Department of Social Sciences, University of Mannheim, Germany
| | | | - Benjamin Schüz
- Institute of Public Health and Nursing Research, University of Bremen, Germany
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Vos M, Deforche B, Van Kerckhove A, Michels N, Geuens M, Van Lippevelde W. Intervention strategies to promote healthy and sustainable food choices among parents with lower and higher socioeconomic status. BMC Public Health 2022; 22:2378. [PMID: 36536355 PMCID: PMC9761028 DOI: 10.1186/s12889-022-14817-y] [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: 07/08/2022] [Accepted: 12/06/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND A global shift towards more healthy and sustainable diets is necessary for the prevention of obesity and chronic diseases, as well as for the growing pressure on our ecosystems. Given that parents are important actors in affecting dietary behaviors of their children, developing intervention strategies targeting families and their practices is promising to reach positive behavior change among children. Also, it is important to tailor these interventions to the needs of parents with different socioeconomic statuses (SES), given that health inequalities continue to grow. This study aims to investigate perspectives of lower and higher SES parents on the usability and acceptability of various innovative intervention strategies. METHODS Fourteen focus groups and four individual interviews (n = 78, nlowerSES = 17; nhigherSES = 61) were conducted in Belgium. A semi-structured interview guide was used to facilitate the discussions. The interviews were recorded, transcribed, and analyzed via thematic content analysis using NVivo. RESULTS To encourage healthy and sustainable food choices, interventions via online food shopping platforms and nudging strategies in grocery stores were mostly cited by higher SES parents, but these were less applicable for lower SES parents as they buy less online and mainly consider the price of products. Mobile applications that provide inspiration for healthy and sustainable recipes and easily accessible shopping lists received moderate support among lower and higher SES parents. Furthermore, both lower and higher SES parents showed interest in meal boxes delivered at home, but lower SES parents have not yet tried such meal boxes because of their higher prices. Still, both groups of SES parents mentioned many advantages of these meal boxes, such as the convenience and time-saving component, as well as the cooking inspiration aspect. CONCLUSION Our study reveals the preferences of lower and higher SES parents for practical intervention strategies, providing insight in what features these strategies should have to be acceptable and useful. Hence, the findings can inform the development of a tailored family-based intervention strategy to improve parental food choices in favor of increased health and sustainability.
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Affiliation(s)
- Marjolijn Vos
- grid.5342.00000 0001 2069 7798Department of Marketing, Innovation and Organization, Faculty of Economics and Business Administration, Ghent University, Ghent, Belgium ,grid.5342.00000 0001 2069 7798Department of Public Health and Primary Care, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Benedicte Deforche
- grid.5342.00000 0001 2069 7798Department of Public Health and Primary Care, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium ,grid.8767.e0000 0001 2290 8069Movement and Nutrition for Health and Performance Research Group, Faculty of Physical Education and Physiotherapy, Vrije Universiteit Brussel, Ixelles, Belgium
| | - Anneleen Van Kerckhove
- grid.5342.00000 0001 2069 7798Department of Marketing, Innovation and Organization, Faculty of Economics and Business Administration, Ghent University, Ghent, Belgium
| | - Nathalie Michels
- grid.5342.00000 0001 2069 7798Department of Public Health and Primary Care, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Maggie Geuens
- grid.5342.00000 0001 2069 7798Department of Marketing, Innovation and Organization, Faculty of Economics and Business Administration, Ghent University, Ghent, Belgium
| | - Wendy Van Lippevelde
- grid.5342.00000 0001 2069 7798Department of Marketing, Innovation and Organization, Faculty of Economics and Business Administration, Ghent University, Ghent, Belgium ,grid.5342.00000 0001 2069 7798Department of Public Health and Primary Care, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
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12
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Lennon NH, Carmichael AE, Qualters JR. Health equity guiding frameworks and indices in injury: A review of the literature. JOURNAL OF SAFETY RESEARCH 2022; 82:469-481. [PMID: 36031278 PMCID: PMC10569058 DOI: 10.1016/j.jsr.2022.07.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Accepted: 07/01/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND In early 2021, CDC released the CORE Health Equity Strategy, which resolves to integrate a comprehensive health equity approach to the work of the Agency. One priority of the Injury Center's Division of Injury Prevention is to move health equity research in injury forward. The purpose of this research is to perform an initial exploration of health equity guiding frameworks and indices to better understand which of these has been applied to injury research topics. METHODS A PubMed and CINAHL search of meta-analysis and systematic review articles was conducted from January 1998 through April 2022. Articles of any type and additional frameworks/indices were also identified from staff knowledge of the literature. Books were also considered, where accessible. The following areas were reviewed for each resource: population addressed, guiding framework/index, other health equity variables, gaps identified, and whether the articles addressed an injury topic. FINDINGS The PubMed/CINAHL search produced 230 articles, and an additional 29 articles and 8 books were added from previous knowledge of the literature, resulting in a total of 267 resources for review. There were 60 frameworks/indices compiled that were relevant to health equity. Out of all the resources, three reported on an injury topic and used the PROGRESS-Plus framework, the WHO Social Determinants of Health Conceptual Framework, and a social-ecological framework. CONCLUSIONS This study found there were many frameworks/indices for measuring health equity; however, there were few injury-related meta-analysis and systematic review articles. Some frameworks/indices may be more appropriate than others for measuring health equity in injury topic areas, depending on which social determinants of health (SDOHs) they address. PRACTICAL APPLICATIONS Measuring health equity in injury and other public health research areas can help build a foundation of evidence. Moving forward, injury researchers can consider the frameworks/indices identified through this study in their health equity injury research.
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Affiliation(s)
- Natalie H Lennon
- Centers for Disease Control and Prevention, National Center for Injury Prevention and Control, Division of Injury Prevention, Atlanta, GA 30341, USA; Oak Ridge Associated Universities (ORAU), Division of Injury Prevention, Centers for Disease Control and Prevention, Atlanta, GA 30341, USA.
| | - Andrea E Carmichael
- Centers for Disease Control and Prevention, National Center for Injury Prevention and Control, Division of Injury Prevention, Atlanta, GA 30341, USA
| | - Judith R Qualters
- Centers for Disease Control and Prevention, National Center for Injury Prevention and Control, Division of Injury Prevention, Atlanta, GA 30341, USA
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Measuring “Nudgeability”: Development of a Scale on Susceptibility to Physical Activity Nudges among College Students. Behav Sci (Basel) 2022; 12:bs12090318. [PMID: 36135122 PMCID: PMC9495621 DOI: 10.3390/bs12090318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 08/16/2022] [Accepted: 08/22/2022] [Indexed: 12/03/2022] Open
Abstract
Background: The current college lifestyle create more opportunities for students to develop unhealthy behaviors, especially physical inactivity. Nudging could be an effective tool to improve physical activity behaviors by changing college settings. One-nudge-fits-all leads to ineffective nudges, so it is necessary to develop a reliable and valid instrument capable of measuring the “nudgeability” of physical activity nudges for college students, which is for a higher level of nudge efficacy. Method: Developing the College Physical Activity Nudges Susceptibility Scale (CPANSS) that integrated the nudge method with the Likert scale, which is the first attempt to measure the susceptibility to nudges directly by a scale. There are four steps for developing CPANSS, including Scale Dimensions, Item Generation, Exploratory Factor Analysis (n = 294), and Confirmatory Factor Analysis (n = 293) with appropriate procedures. Results: The five-factor 21-item CPANSS with good reliability and validity fitted the data reasonably well. Conclusion: The CPANSS was to provide a new tool for policymakers to design effective nudges in changing and promoting physical activity in college settings, and to provide a method for scholars to promote other healthy behaviors for different target groups.
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Is altering the availability of healthier vs. less-healthy options effective across socioeconomic groups? A mega-analysis. Int J Behav Nutr Phys Act 2022; 19:88. [PMID: 35854353 PMCID: PMC9297538 DOI: 10.1186/s12966-022-01315-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 06/13/2022] [Indexed: 12/03/2022] Open
Abstract
Background Availability interventions have been hypothesised to make limited demands on conscious processes and, as a result, to be less likely to generate health inequalities than cognitively-oriented interventions. Here we synthesise existing evidence to examine whether the impact of altering the availability of healthier vs. less-healthy options differs by socioeconomic position. Methods Individual-level data (21,360 observations from 7,375 participants) from six studies (conducted online (n = 4) and in laboratories (n = 2)) were pooled for mega-analysis. Multilevel logistic regressions analysed the impact of altering the availability of healthier options on selection of a healthier (rather than a less-healthy) option by socioeconomic position, assessed by (a) education and (b) income. Results Participants had over threefold higher odds of selecting a healthier option when the available range was predominantly healthier compared to selections when the range offered was predominantly less-healthy (odds ratio (OR): 3.8; 95%CIs: 3.5, 4.1). Less educated participants were less likely to select healthier options in each availability condition (ORs: 0.75–0.85; all p < 0.005), but there was no evidence of differences in healthier option selection by income. Compared to selections when the range offered was predominantly less-healthy, when predominantly healthier options were available there was a 31% increase in selecting healthier options for the most educated group vs 27% for the least educated. This modest degree of increased responsiveness in the most educated group appeared only to occur when healthier options were predominant. There was no evidence of any differential response to the intervention by income. Conclusion Increasing the proportion of healthier options available increases the selection of healthier options across socioeconomic positions. Availability interventions may have a slightly larger beneficial effect on those with the highest levels of education in settings when healthier options predominate.
Supplementary Information The online version contains supplementary material available at 10.1186/s12966-022-01315-y.
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Kawa C, Gijselaers WH, Nijhuis JFH, Ianiro-Dahm PM. Are You "Nudgeable"? Factors Affecting the Acceptance of Healthy Eating Nudges in a Cafeteria Setting. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19074107. [PMID: 35409789 PMCID: PMC8998962 DOI: 10.3390/ijerph19074107] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 03/23/2022] [Accepted: 03/28/2022] [Indexed: 12/10/2022]
Abstract
Research has identified nudging as a promising and effective tool to improve healthy eating behavior in a cafeteria setting. However, it remains unclear who is and who is not “nudgeable” (susceptible to nudges). An important influencing factor at the individual level is nudge acceptance. While some progress has been made in determining influences on the acceptance of healthy eating nudges, research on how personal characteristics (such as the perception of social norms) affect nudge acceptance remains scarce. We conducted a survey on 1032 university students to assess the acceptance of nine different types of healthy eating nudges in a cafeteria setting with four influential factors (social norms, health-promoting collaboration, responsibility to promote healthy eating, and procrastination). These factors are likely to play a role within a university and a cafeteria setting. The present study showed that key influential factors of nudge acceptance were the perceived responsibility to promote healthy eating and health-promoting collaboration. We also identified three different student clusters with respect to nudge acceptance, demonstrating that not all nudges were accepted equally. In particular, default, salience, and priming nudges were at least moderately accepted regardless of the degree of nudgeability. Our findings provide useful policy implications for nudge development by university, cafeteria, and public health officials. Recommendations are formulated for strengthening the theoretical background of nudge acceptance and the susceptibility to nudges.
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Affiliation(s)
- Christine Kawa
- Department of Management Sciences, University of Applied Sciences Bonn-Rhein-Sieg, 53359 Rheinbach, Germany;
- Correspondence:
| | - Wim H. Gijselaers
- Department of Educational Research and Development, School of Business and Economics, Maastricht University, 6211 LM Maastricht, The Netherlands; (W.H.G.); (J.F.H.N.)
| | - Jan F. H. Nijhuis
- Department of Educational Research and Development, School of Business and Economics, Maastricht University, 6211 LM Maastricht, The Netherlands; (W.H.G.); (J.F.H.N.)
| | - Patrizia M. Ianiro-Dahm
- Department of Management Sciences, University of Applied Sciences Bonn-Rhein-Sieg, 53359 Rheinbach, Germany;
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Kawa C, Ianiro-Dahm PM, Nijhuis JFH, Gijselaers WH. Cafeteria Online: Nudges for Healthier Food Choices in a University Cafeteria-A Randomized Online Experiment. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182412924. [PMID: 34948533 PMCID: PMC8701129 DOI: 10.3390/ijerph182412924] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 12/05/2021] [Accepted: 12/06/2021] [Indexed: 11/16/2022]
Abstract
Many people do not consume as much healthy food as recommended. Nudging has been identified as a promising intervention strategy to increase the consumption of healthy food. The present study analyzed the effects of three body shape nudges (thin, thick, or Giacometti artwork) on food ordering and assessed the mediating role of being aware of the nudge. Students (686) and employees (218) of a German university participated in an online experimental study. After randomization, participants visited a realistic online cafeteria and composed a meal for themselves. Under experimental conditions, participants were exposed to one out of three nudges while choosing dishes: (1) thin body shape, (2) thick body shape, and (3) the Giacometti artwork nudge. The Giacometti nudge resulted in more orders for salad among employees. The thin and thick body shape nudges did not change dish orders. Awareness of the nudge mediated the numbers of calories ordered when using the Giacometti or thin body shape nudges. These findings provide useful insights for health interventions in occupational and public health sectors using nudges. Our study contributes to the research on the Giacometti nudge by showing its effectiveness when participants are aware (it is effective under conditions where it is consciously perceived).
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Affiliation(s)
- Christine Kawa
- Department of Management Sciences, University of Applied Sciences Bonn-Rhein-Sieg, 53359 Rheinbach, Germany;
- Correspondence:
| | - Patrizia M. Ianiro-Dahm
- Department of Management Sciences, University of Applied Sciences Bonn-Rhein-Sieg, 53359 Rheinbach, Germany;
| | - Jan F. H. Nijhuis
- Department of Educational Research and Development, School of Business and Economics, Maastricht University, 6211 LM Maastricht, The Netherlands; (J.F.H.N.); (W.H.G.)
| | - Wim H. Gijselaers
- Department of Educational Research and Development, School of Business and Economics, Maastricht University, 6211 LM Maastricht, The Netherlands; (J.F.H.N.); (W.H.G.)
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Rantala E, Vanhatalo S, Tilles-Tirkkonen T, Kanerva M, Hansen PG, Kolehmainen M, Männikkö R, Lindström J, Pihlajamäki J, Poutanen K, Karhunen L, Absetz P. Choice Architecture Cueing to Healthier Dietary Choices and Physical Activity at the Workplace: Implementation and Feasibility Evaluation. Nutrients 2021; 13:nu13103592. [PMID: 34684592 PMCID: PMC8538928 DOI: 10.3390/nu13103592] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 10/09/2021] [Accepted: 10/12/2021] [Indexed: 01/14/2023] Open
Abstract
Redesigning choice environments appears a promising approach to encourage healthier eating and physical activity, but little evidence exists of the feasibility of this approach in real-world settings. The aim of this paper is to portray the implementation and feasibility assessment of a 12-month mixed-methods intervention study, StopDia at Work, targeting the environment of 53 diverse worksites. The intervention was conducted within a type 2 diabetes prevention study, StopDia. We assessed feasibility through the fidelity, facilitators and barriers, and maintenance of implementation, building on implementer interviews (n = 61 informants) and observations of the worksites at six (t1) and twelve months (t2). We analysed quantitative data with Kruskall-Wallis and Mann-Whitney U tests and qualitative data with content analysis. Intervention sites altogether implemented 23 various choice architectural strategies (median 3, range 0-14 strategies/site), employing 21 behaviour change mechanisms. Quantitative analysis found implementation was successful in 66%, imperfect in 25%, and failed in 9% of evaluated cases. These ratings were independent of the ease of implementation of applied strategies and reminders that implementers received. Researchers' assistance in intervention launch (p = 0.02) and direct contact to intervention sites (p < 0.001) predicted higher fidelity at t1, but not at t2. Qualitative content analysis identified facilitators and barriers related to the organisation, intervention, worksite environment, implementer, and user. Contributors of successful implementation included apt implementers, sufficient implementer training, careful planning, integration into worksite values and activities, and management support. After the study, 49% of the worksites intended to maintain the implementation in some form. Overall, the choice architecture approach seems suitable for workplace health promotion, but a range of practicalities warrant consideration while designing real-world implementation.
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Affiliation(s)
- Eeva Rantala
- VTT Technical Research Centre of Finland, Tietotie 2, P.O. Box 1000, 02044 Espoo, Finland; (S.V.); (M.K.); (K.P.)
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland; (T.T.-T.); (M.K.); (R.M.); (J.P.); (L.K.); (P.A.)
- Finnish Institute for Health and Welfare, P.O. Box 30, 00271 Helsinki, Finland;
- Correspondence:
| | - Saara Vanhatalo
- VTT Technical Research Centre of Finland, Tietotie 2, P.O. Box 1000, 02044 Espoo, Finland; (S.V.); (M.K.); (K.P.)
| | - Tanja Tilles-Tirkkonen
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland; (T.T.-T.); (M.K.); (R.M.); (J.P.); (L.K.); (P.A.)
| | - Markus Kanerva
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland; (T.T.-T.); (M.K.); (R.M.); (J.P.); (L.K.); (P.A.)
- D Department, Tikkurila Campus, Laurea University of Applied Sciences, Ratatie 22, 01300 Vantaa, Finland
| | - Pelle Guldborg Hansen
- Department of Communication, Business & Information Technologies, Universitetsvej 1, Roskilde University, 4000 Roskilde, Denmark;
| | - Marjukka Kolehmainen
- VTT Technical Research Centre of Finland, Tietotie 2, P.O. Box 1000, 02044 Espoo, Finland; (S.V.); (M.K.); (K.P.)
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland; (T.T.-T.); (M.K.); (R.M.); (J.P.); (L.K.); (P.A.)
| | - Reija Männikkö
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland; (T.T.-T.); (M.K.); (R.M.); (J.P.); (L.K.); (P.A.)
| | - Jaana Lindström
- Finnish Institute for Health and Welfare, P.O. Box 30, 00271 Helsinki, Finland;
| | - Jussi Pihlajamäki
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland; (T.T.-T.); (M.K.); (R.M.); (J.P.); (L.K.); (P.A.)
- Department of Medicine, Endocrinology and Clinical Nutrition, Kuopio University Hospital, P.O. Box 100, 70029 Kuopio, Finland
| | - Kaisa Poutanen
- VTT Technical Research Centre of Finland, Tietotie 2, P.O. Box 1000, 02044 Espoo, Finland; (S.V.); (M.K.); (K.P.)
| | - Leila Karhunen
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland; (T.T.-T.); (M.K.); (R.M.); (J.P.); (L.K.); (P.A.)
| | - Pilvikki Absetz
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland; (T.T.-T.); (M.K.); (R.M.); (J.P.); (L.K.); (P.A.)
- Faculty of Social Sciences, Tampere University, Arvo Ylpön katu 34, 33520 Tampere, Finland
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