IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v16y2019i4p674-d208916.html
   My bibliography  Save this article

The Moderating Role of Self-Control and Financial Strain in the Relation between Exposure to the Food Environment and Obesity: The GLOBE Study

Author

Listed:
  • Joreintje D. Mackenbach

    (Department of Epidemiology and Biostatistics, VU University Medical Center, Amsterdam Public Health Research Institute, 1007 MB Amsterdam, The Netherlands)

  • Marielle A. Beenackers

    (Department of Public Health, Erasmus University Medical Center, 3000 CA Rotterdam, The Netherlands)

  • J. Mark Noordzij

    (Department of Public Health, Erasmus University Medical Center, 3000 CA Rotterdam, The Netherlands)

  • Joost Oude Groeniger

    (Department of Public Health, Erasmus University Medical Center, 3000 CA Rotterdam, The Netherlands
    Department of Public Administration and Sociology, Erasmus University, 3000 DR Rotterdam, The Netherlands)

  • Jeroen Lakerveld

    (Department of Epidemiology and Biostatistics, VU University Medical Center, Amsterdam Public Health Research Institute, 1007 MB Amsterdam, The Netherlands
    Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, 3584 CX Utrecht, The Netherlands
    Faculty of Geosciences, Department of Human Geography and Spatial Planning, Utrecht University, 3508 TC Utrecht, The Netherlands)

  • Frank J. van Lenthe

    (Department of Public Health, Erasmus University Medical Center, 3000 CA Rotterdam, The Netherlands
    Faculty of Geosciences, Department of Human Geography and Spatial Planning, Utrecht University, 3508 TC Utrecht, The Netherlands)

Abstract

Low self-control and financial strain may limit individuals’ capacity to resist temptations in the local food environment. We investigated the moderating role of self-control and financial strain in the relation between the food environment and higher body weight. We used data from 2812 Dutch adults who participated in the population-based GLOBE study in 2014. Participants’ home addresses and the location of food retailers in 2013 were mapped using GIS. The density of fast food retailers and the totality of food retailers in Euclidean buffers of 250, 400 and 800 m around the home were linked to body mass index and overweight status. A higher density of fast food outlets (B (95% confidence interval (CI)) = −0.04 (−0.07; −0.01)) and the totality of food outlets (B (95% CI) = −0.01 (−0.01; −0.00)) were associated with a lower body mass index. Stratification showed that associations were strongest for those experiencing low self-control or great financial strain. For example, every additional fast food outlet was associated with a 0.17 point lower BMI in those with great financial strain, while not significantly associated with BMI in those with no financial strain. In conclusion, we did find support for a moderating role of self-control and financial strain, but associations between the food environment and weight status were not in the expected direction.

Suggested Citation

  • Joreintje D. Mackenbach & Marielle A. Beenackers & J. Mark Noordzij & Joost Oude Groeniger & Jeroen Lakerveld & Frank J. van Lenthe, 2019. "The Moderating Role of Self-Control and Financial Strain in the Relation between Exposure to the Food Environment and Obesity: The GLOBE Study," IJERPH, MDPI, vol. 16(4), pages 1-12, February.
    • Handle: RePEc:gam:jijerp:v:16:y:2019:i:4:p:674-:d:208916
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/16/4/674/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/16/4/674/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Sharon Friel & Melanie Pescud & Eleanor Malbon & Amanda Lee & Robert Carter & Joanne Greenfield & Megan Cobcroft & Jane Potter & Lucie Rychetnik & Beth Meertens, 2017. "Using systems science to understand the determinants of inequities in healthy eating," PLOS ONE, Public Library of Science, vol. 12(11), pages 1-18, November.
    2. Qiujun Wei & Jiangfeng She & Shuhua Zhang & Jinsong Ma, 2018. "Using Individual GPS Trajectories to Explore Foodscape Exposure: A Case Study in Beijing Metropolitan Area," IJERPH, MDPI, vol. 15(3), pages 1-20, February.
    3. Adela Hruby & Frank Hu, 2015. "The Epidemiology of Obesity: A Big Picture," PharmacoEconomics, Springer, vol. 33(7), pages 673-689, July.
    4. Lorna K. Fraser & Kimberly L. Edwards & Janet Cade & Graham P. Clarke, 2010. "The Geography of Fast Food Outlets: A Review," IJERPH, MDPI, vol. 7(5), pages 1-19, May.
    5. Ariely, Dan, 2000. "Controlling the Information Flow: Effects on Consumers' Decision Making and Preferences," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 27(2), pages 233-248, September.
    6. Prentice, Carla & McKillop, Donal & French, Declan, 2017. "How financial strain affects health: Evidence from the Dutch National Bank Household Survey," Social Science & Medicine, Elsevier, vol. 178(C), pages 127-135.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kathelijne M.H.H. Bessems & Evelyne Linssen & Marion Lomme & Patricia Van Assema, 2020. "The Effectiveness of the Good Affordable Food Intervention for Adults with Low Socioeconomic Status and Small Incomes," IJERPH, MDPI, vol. 17(7), pages 1-15, April.
    2. Catherine Paquet, 2019. "Environmental Influences on Food Behaviour," IJERPH, MDPI, vol. 16(15), pages 1-4, August.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Irina Heimbach & Oliver Hinz, 2018. "The Impact of Sharing Mechanism Design on Content Sharing in Online Social Networks," Information Systems Research, INFORMS, vol. 29(3), pages 592-611, September.
    2. Koehler, C.F. & Breugelmans, E. & Dellaert, B.G.C., 2010. "Consumer Acceptance of Recommendations by Interactive Decision Aids: The Joint Role of Temporal Distance and Concrete vs. Abstract Communications," ERIM Report Series Research in Management ERS-2010-041-MKT, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    3. Malin Sundström & Anita Radon, 2015. "Utilizing The Concept Of Convenience As A Business Opportunity In Emerging Markets," Organizations and Markets in Emerging Economies, Faculty of Economics, Vilnius University, vol. 6(2).
    4. Kim, Youngmi & Lee, Haenim & Park, Aely, 2020. "Adverse childhood experiences, economic hardship, and obesity: Differences by gender," Children and Youth Services Review, Elsevier, vol. 116(C).
    5. Wendy Hens & Dirk Vissers & Nick Verhaeghe & Jan Gielen & Luc Van Gaal & Jan Taeymans, 2021. "Unsupervised Exercise Training Was Not Found to Improve the Metabolic Health or Phenotype over a 6-Month Dietary Intervention: A Randomised Controlled Trial with an Embedded Economic Analysis," IJERPH, MDPI, vol. 18(15), pages 1-13, July.
    6. Mark P.C. Cherrie & Niamh K. Shortt & Catharine Ward Thompson & Ian J. Deary & Jamie R. Pearce, 2019. "Association Between the Activity Space Exposure to Parks in Childhood and Adolescence and Cognitive Aging in Later Life," IJERPH, MDPI, vol. 16(4), pages 1-13, February.
    7. Sarah Gerritsen & Sophia Harré & Boyd Swinburn & David Rees & Ana Renker-Darby & Ann E. Bartos & Wilma E. Waterlander, 2019. "Systemic Barriers and Equitable Interventions to Improve Vegetable and Fruit Intake in Children: Interviews with National Food System Actors," IJERPH, MDPI, vol. 16(8), pages 1-19, April.
    8. William G. Heninger & Alan R. Dennis & Kelly McNamara Hilmer, 2006. "Research Note: Individual Cognition and Dual-Task Interference in Group Support Systems," Information Systems Research, INFORMS, vol. 17(4), pages 415-424, December.
    9. Cezary Wojtyla & Pawel Stanirowski & Pawel Gutaj & Michal Ciebiera & Andrzej Wojtyla, 2021. "Perinatal Outcomes in a Population of Diabetic and Obese Pregnant Women—The Results of the Polish National Survey," IJERPH, MDPI, vol. 18(2), pages 1-14, January.
    10. Arnulf Josef Hartl & Johanna Freidl & Daniela Huber, 2023. "Effects of Alpine Natural Health Resources on Human Health and Wellbeing," IJERPH, MDPI, vol. 20(12), pages 1-3, June.
    11. Caryn N. Bell & Jordan Kerr & Jessica L. Young, 2019. "Associations between Obesity, Obesogenic Environments, and Structural Racism Vary by County-Level Racial Composition," IJERPH, MDPI, vol. 16(5), pages 1-17, March.
    12. Rafael M. Tassitano & Robert G. Weaver & Maria Cecília M. Tenório & Keith Brazendale & Michael W. Beets, 2020. "Clusters of non-dietary obesogenic behaviors among adolescents in Brazil: a latent profile analysis," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 65(6), pages 881-891, July.
    13. Ivan Parise & Penelope Abbott & Steven Trankle, 2021. "Drivers to Obesity—A Study of the Association between Time Spent Commuting Daily and Obesity in the Nepean Blue Mountains Area," IJERPH, MDPI, vol. 19(1), pages 1-14, December.
    14. Bernardo García Bulle Bueno & Abigail L. Horn & Brooke M. Bell & Mohsen Bahrami & Burçin Bozkaya & Alex Pentland & Kayla Haye & Esteban Moro, 2024. "Effect of mobile food environments on fast food visits," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    15. Stefan Hoffmann & Tom Joerß & Robert Mai & Payam Akbar, 2022. "Augmented reality-delivered product information at the point of sale: when information controllability backfires," Journal of the Academy of Marketing Science, Springer, vol. 50(4), pages 743-776, July.
    16. Cecilia Alcantara Braga Garcia & Karina Cardoso Meira & Alessandra Hubner Souza & Ana Laura de Grossi Oliveira & Nathalia Sernizon Guimarães, 2024. "Obesity and Associated Factors in Brazilian Adults: Systematic Review and Meta-Analysis of Representative Studies," IJERPH, MDPI, vol. 21(8), pages 1-23, August.
    17. Chandan A. Chavadi & Sindhu R. Menon & Monika Sirothiya, 2019. "Measuring Service Quality Perceptions of Indian E-retailers: An Evaluative Study," Metamorphosis: A Journal of Management Research, , vol. 18(2), pages 92-102, December.
    18. Ana Alina Tudoran, 2022. "A machine learning approach to identifying decision-making styles for managing customer relationships," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(1), pages 351-374, March.
    19. Gensler, Sonja & Leeflang, Peter & Skiera, Bernd, 2012. "Impact of online channel use on customer revenues and costs to serve: Considering product portfolios and self-selection," International Journal of Research in Marketing, Elsevier, vol. 29(2), pages 192-201.
    20. Kim, Juran & Kang, Seungmook & Lee, Ki Hoon, 2021. "Evolution of digital marketing communication: Bibliometric analysis and network visualization from key articles," Journal of Business Research, Elsevier, vol. 130(C), pages 552-563.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:16:y:2019:i:4:p:674-:d:208916. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.