IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v19y2022i22p14706-d967411.html
   My bibliography  Save this article

Development and Evaluation of a Digital Health Intervention to Prevent Type 2 Diabetes in Primary Care: The PREDIABETEXT Study Protocol for a Randomised Clinical Trial

Author

Listed:
  • Aina M. Galmes-Panades

    (Global Health and Lifestyle (EVES Group), Health Research Institute of the Balearic Islands (IdISBa), University Hospital Son Espases (HUSE), 07120 Palma, Spain
    Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, Spain
    Department of Nursing and Physiotherapy, University of the Balearic Islands (UIB), 07120 Palma, Spain
    The authors contributed equally to this work.)

  • Escarlata Angullo

    (Escola Graduada Primary Health Care Center, Balearic Health Service, 07002 Palma de Mallorca, Spain
    Research Group on Community Nutrition & Oxidative Stress, University of Balearic Islands-IUNICS, IDISBA & CIBEROBN (Physiopathology of Obesity and Nutrition), 07120 Palma de Mallorca, Spain
    The authors contributed equally to this work.)

  • Sofía Mira-Martínez

    (Health Research Institute of the Balearic Islands (IdISBa), 07120 Palma de Mallorca, Spain
    Research Group in Primary Care and Promotion—Balearic Islands Community (GRAPP-caIB), 07120 Palma de Mallorca, Spain
    Primary Care Research Unit of Mallorca (IB-Salut), Balearic Health Service, 07002 Palma de Mallorca, Spain)

  • Miquel Bennasar-Veny

    (Global Health and Lifestyle (EVES Group), Health Research Institute of the Balearic Islands (IdISBa), University Hospital Son Espases (HUSE), 07120 Palma, Spain
    Department of Nursing and Physiotherapy, University of the Balearic Islands (UIB), 07120 Palma, Spain
    Research Institute of Health Sciences (IUNICS), University of Balearic Islands, 07120 Palma de Mallorca, Spain
    CIBER de Epidemiología y Salud Pública (CIBERESP), Institute of Health Carlos III, 28029 Madrid, Spain)

  • Rocío Zamanillo-Campos

    (Health Research Institute of the Balearic Islands (IdISBa), 07120 Palma de Mallorca, Spain
    Research Group in Primary Care and Promotion—Balearic Islands Community (GRAPP-caIB), 07120 Palma de Mallorca, Spain
    Primary Care Research Unit of Mallorca (IB-Salut), Balearic Health Service, 07002 Palma de Mallorca, Spain)

  • Rocío Gómez-Juanes

    (Health Research Institute of the Balearic Islands (IdISBa), 07120 Palma de Mallorca, Spain
    Research Institute of Health Sciences (IUNICS), University of Balearic Islands, 07120 Palma de Mallorca, Spain
    Department of Medicine, University of the Balearic Islands, 07122 Palma, Spain)

  • Jadwiga Konieczna

    (Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, Spain
    Research Group on Nutritional Epidemiology & Cardiovascular Physiopathology (NUTRECOR), Health Research Institute of the Balearic Islands (IdISBa), University Hospital Son Espases (HUSE), 07120 Palma de Mallorca, Spain)

  • Rafael Jiménez

    (Statistical and Psychometric Procedures Applied in Health Sciences (PSICOMEST), Health Research Institute of the Balearic Islands (IdISBa), 07120 Palma, Spain
    Department of Psychology, University of the Balearic Islands (UIB), 07120 Palma, Spain)

  • Maria Jesús Serrano-Ripoll

    (Health Research Institute of the Balearic Islands (IdISBa), 07120 Palma de Mallorca, Spain
    Research Group in Primary Care and Promotion—Balearic Islands Community (GRAPP-caIB), 07120 Palma de Mallorca, Spain
    Research Network on Chronicity, Primary Care, and Health Promotion (RICAPPS), Institute of Health Carlos III, 28029 Madrid, Spain)

  • Maria Antonia Fiol-deRoque

    (Health Research Institute of the Balearic Islands (IdISBa), 07120 Palma de Mallorca, Spain
    Research Group in Primary Care and Promotion—Balearic Islands Community (GRAPP-caIB), 07120 Palma de Mallorca, Spain
    Primary Care Research Unit of Mallorca (IB-Salut), Balearic Health Service, 07002 Palma de Mallorca, Spain)

  • Jerónima Miralles

    (Research Group in Primary Care and Promotion—Balearic Islands Community (GRAPP-caIB), 07120 Palma de Mallorca, Spain
    Primary Care Research Unit of Mallorca (IB-Salut), Balearic Health Service, 07002 Palma de Mallorca, Spain)

  • Aina M. Yañez

    (Global Health and Lifestyle (EVES Group), Health Research Institute of the Balearic Islands (IdISBa), University Hospital Son Espases (HUSE), 07120 Palma, Spain
    Department of Nursing and Physiotherapy, University of the Balearic Islands (UIB), 07120 Palma, Spain
    Research Group on Global Health and Human Development, University of the Balearic Islands (UIB), 07120 Palma, Spain)

  • Dora Romaguera

    (Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, Spain
    Research Group on Nutritional Epidemiology & Cardiovascular Physiopathology (NUTRECOR), Health Research Institute of the Balearic Islands (IdISBa), University Hospital Son Espases (HUSE), 07120 Palma de Mallorca, Spain)

  • Maria Clara Vidal-Thomas

    (Research Group in Primary Care and Promotion—Balearic Islands Community (GRAPP-caIB), 07120 Palma de Mallorca, Spain
    Primary Care Research Unit of Mallorca (IB-Salut), Balearic Health Service, 07002 Palma de Mallorca, Spain)

  • Joan Llobera-Canaves

    (Health Research Institute of the Balearic Islands (IdISBa), 07120 Palma de Mallorca, Spain
    Research Group in Primary Care and Promotion—Balearic Islands Community (GRAPP-caIB), 07120 Palma de Mallorca, Spain
    Primary Care Research Unit of Mallorca (IB-Salut), Balearic Health Service, 07002 Palma de Mallorca, Spain
    Research Network on Chronicity, Primary Care, and Health Promotion (RICAPPS), Institute of Health Carlos III, 28029 Madrid, Spain)

  • Mauro García-Toro

    (Health Research Institute of the Balearic Islands (IdISBa), 07120 Palma de Mallorca, Spain
    Research Institute of Health Sciences (IUNICS), University of Balearic Islands, 07120 Palma de Mallorca, Spain
    Department of Medicine, University of the Balearic Islands, 07122 Palma, Spain
    Research Network on Chronicity, Primary Care, and Health Promotion (RICAPPS), Institute of Health Carlos III, 28029 Madrid, Spain)

  • Catalina Vicens

    (Health Research Institute of the Balearic Islands (IdISBa), 07120 Palma de Mallorca, Spain
    Department of Medicine, University of the Balearic Islands, 07122 Palma, Spain
    Son Serra-La Vileta Primary Health Care Center, Balearic Health Service, 07013 Palma, Spain)

  • Elena Gervilla-García

    (Statistical and Psychometric Procedures Applied in Health Sciences (PSICOMEST), Health Research Institute of the Balearic Islands (IdISBa), 07120 Palma, Spain
    Department of Psychology, University of the Balearic Islands (UIB), 07120 Palma, Spain)

  • José Iván Oña

    (Dra. Teresa Piqué Primary Health Care Center, Balearic Health Service, 07003 Palma, Spain)

  • Narges Malih

    (Research Group on Global Health and Human Development, University of the Balearic Islands (UIB), 07120 Palma, Spain)

  • Alfonso Leiva

    (Health Research Institute of the Balearic Islands (IdISBa), 07120 Palma de Mallorca, Spain
    Research Group in Primary Care and Promotion—Balearic Islands Community (GRAPP-caIB), 07120 Palma de Mallorca, Spain
    Primary Care Research Unit of Mallorca (IB-Salut), Balearic Health Service, 07002 Palma de Mallorca, Spain
    Research Network on Chronicity, Primary Care, and Health Promotion (RICAPPS), Institute of Health Carlos III, 28029 Madrid, Spain)

  • Oana Bulilete

    (Health Research Institute of the Balearic Islands (IdISBa), 07120 Palma de Mallorca, Spain
    Research Group in Primary Care and Promotion—Balearic Islands Community (GRAPP-caIB), 07120 Palma de Mallorca, Spain
    Primary Care Research Unit of Mallorca (IB-Salut), Balearic Health Service, 07002 Palma de Mallorca, Spain
    Research Network on Chronicity, Primary Care, and Health Promotion (RICAPPS), Institute of Health Carlos III, 28029 Madrid, Spain)

  • Juan José Montaño

    (Statistical and Psychometric Procedures Applied in Health Sciences (PSICOMEST), Health Research Institute of the Balearic Islands (IdISBa), 07120 Palma, Spain
    Department of Psychology, University of the Balearic Islands (UIB), 07120 Palma, Spain)

  • Margalida Gili

    (Research Institute of Health Sciences (IUNICS), University of Balearic Islands, 07120 Palma de Mallorca, Spain
    Department of Medicine, University of the Balearic Islands, 07122 Palma, Spain
    Statistical and Psychometric Procedures Applied in Health Sciences (PSICOMEST), Health Research Institute of the Balearic Islands (IdISBa), 07120 Palma, Spain
    Research Network on Chronicity, Primary Care, and Health Promotion (RICAPPS), Institute of Health Carlos III, 28029 Madrid, Spain)

  • Miquel Roca

    (Health Research Institute of the Balearic Islands (IdISBa), 07120 Palma de Mallorca, Spain
    Research Institute of Health Sciences (IUNICS), University of Balearic Islands, 07120 Palma de Mallorca, Spain
    Department of Medicine, University of the Balearic Islands, 07122 Palma, Spain
    Research Network on Chronicity, Primary Care, and Health Promotion (RICAPPS), Institute of Health Carlos III, 28029 Madrid, Spain)

  • Ignacio Ricci-Cabello

    (Health Research Institute of the Balearic Islands (IdISBa), 07120 Palma de Mallorca, Spain
    Research Group in Primary Care and Promotion—Balearic Islands Community (GRAPP-caIB), 07120 Palma de Mallorca, Spain
    Primary Care Research Unit of Mallorca (IB-Salut), Balearic Health Service, 07002 Palma de Mallorca, Spain
    CIBER de Epidemiología y Salud Pública (CIBERESP), Institute of Health Carlos III, 28029 Madrid, Spain)

Abstract

Background: Type 2 diabetes mellitus (T2DM) is a highly prevalent disease associated with an increased risk of comorbidities, premature death, and health costs. Prediabetes is a stage of glucose alteration previous to T2DM, that can be reversed. The aim of the study is to develop and evaluate a low-intensity, multifaceted, digital intervention to prevent T2DM. The intervention comprises: (1) the use of mobile health technology to send tailored text messages promoting lifestyle changes to people at risk of T2DM and (2) the provision of online education to primary healthcare physicians and nurses about management of prediabetes. Methods: In stages 1–4 we will design, develop and pilot-test the intervention. In Stage 5 we will conduct a phase II, six-month, three-arm, cluster randomized, clinical trial with 42 primary care professionals and 420 patients at risk of T2DM. Patients will be allocated to a control group (usual care), intervention A (patient messaging intervention), or intervention B (patient messaging intervention plus online education to their primary healthcare professionals). The primary outcome will be glycated haemoglobin. All the procedures obtained ethical approval in June 2021 (CEI-IB Ref No: IB4495/21PI). Discussion: Digital health interventions can effectively prevent T2DM and reduce important T2DM risk factors such as overweight or hypertension. In Spain, this type of intervention is understudied. Moreover, there is controversy regarding the type of digital health interventions that are more effective. Findings from this study may contribute to address T2DM prevention, through a low-cost and easily implementable intervention.

Suggested Citation

  • Aina M. Galmes-Panades & Escarlata Angullo & Sofía Mira-Martínez & Miquel Bennasar-Veny & Rocío Zamanillo-Campos & Rocío Gómez-Juanes & Jadwiga Konieczna & Rafael Jiménez & Maria Jesús Serrano-Ripoll , 2022. "Development and Evaluation of a Digital Health Intervention to Prevent Type 2 Diabetes in Primary Care: The PREDIABETEXT Study Protocol for a Randomised Clinical Trial," IJERPH, MDPI, vol. 19(22), pages 1-17, November.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:22:p:14706-:d:967411
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/19/22/14706/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/19/22/14706/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Rocío Zamanillo-Campos & Maria Jesús Serrano-Ripoll & Joana Maria Taltavull-Aparicio & Elena Gervilla-García & Joana Ripoll & Maria Antonia Fiol-deRoque & Anne-Marie Boylan & Ignacio Ricci-Cabello, 2022. "Patients’ Views on the Design of DiabeText, a New mHealth Intervention to Improve Adherence to Oral Antidiabetes Medication in Spain: A Qualitative Study," IJERPH, MDPI, vol. 19(3), pages 1-14, February.
    2. Royston, Patrick & White, Ian R., 2011. "Multiple Imputation by Chained Equations (MICE): Implementation in Stata," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 45(i04).
    Full references (including those not matched with items on IDEAS)

    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. William Magee, 2023. "Earnings, Intersectional Earnings Inequality, Disappointment in One’s Life Achievements and Life (Dis)satisfaction," Journal of Happiness Studies, Springer, vol. 24(1), pages 373-396, January.
    2. Rouse, Heather L. & Choi, Ji Young & Riser, Quentin H. & Beecher, Constance C., 2020. "Multiple risks, multiple systems, and academic achievement: A nationally representative birth-to-five investigation," Children and Youth Services Review, Elsevier, vol. 108(C).
    3. Elena Ellmeier & Melanie Koch & Thomas Scheiber, 2023. "Saving behavior along the income distribution during the COVID-19 pandemic," Focus on European Economic Integration, Oesterreichische Nationalbank (Austrian Central Bank), issue Q1/23, pages 7-21.
    4. Nerea Gómez-Fernández & Mauro Mediavilla, 2018. "Do information and communication technologies (ICT) improve educational outcomes? Evidence for Spain in PISA 2015," Working Papers 2018/20, Institut d'Economia de Barcelona (IEB).
    5. Simon Grund & Oliver Lüdtke & Alexander Robitzsch, 2018. "Multiple Imputation of Missing Data at Level 2: A Comparison of Fully Conditional and Joint Modeling in Multilevel Designs," Journal of Educational and Behavioral Statistics, , vol. 43(3), pages 316-353, June.
    6. David Tak Wai Lui & Tingting Wu & Ivan Chi Ho Au & Xiaodong Liu & Matrix Man Him Fung & Chi Ho Lee & Carol Ho Yi Fong & Yu Cho Woo & Brian Hung Hin Lang & Kathryn Choon Beng Tan & Carlos King Ho Wong, 2023. "A Population-Based Study of SGLT2 Inhibitor-Associated Postoperative Diabetic Ketoacidosis in Patients with Type 2 Diabetes," Drug Safety, Springer, vol. 46(1), pages 53-64, January.
    7. Nerea Gómez-Fernández & Mauro Mediavilla, 2022. "Factors Influencing Teachers’ Use of ICT in Class: Evidence from a Multilevel Logistic Model," Mathematics, MDPI, vol. 10(5), pages 1-29, March.
    8. Zwysen, Wouter, 2013. "Where you go depends on where you come from: the influence of father’s employment status on young adult’s labour market experiences," ISER Working Paper Series 2013-24, Institute for Social and Economic Research.
    9. Masa, Rainier & Khan, Zoheb & Chowa, Gina, 2020. "Youth food insecurity in Ghana and South Africa: Prevalence, socioeconomic correlates, and moderation effect of gender," Children and Youth Services Review, Elsevier, vol. 116(C).
    10. Tista Kundu & Arnaud Lefranc, 2020. "Inequality of Opportunity in Indian Society," CSH-IFP Working Papers 0014, Centre de Sciences Humaines, New Delhi, revised May 2020.
    11. Seuring, Till & Serneels, Pieter & Suhrcke, Marc & Bachmann, Max, 2020. "Diabetes, employment and behavioural risk factors in China: Marginal structural models versus fixed effects models," Economics & Human Biology, Elsevier, vol. 39(C).
    12. Carsten Schröder & Charlotte Bartels & Markus M. Grabka & Johannes König & Martin Kroh & Rainer Siegers, 2020. "A Novel Sampling Strategy for Surveying High Net‐Worth Individuals—A Pretest Application Using the Socio‐Economic Panel," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 66(4), pages 825-849, December.
    13. Zajacova, Anna & Montez, Jennifer Karas, 2018. "Explaining the increasing disability prevalence among mid-life US adults, 2002 to 2016," Social Science & Medicine, Elsevier, vol. 211(C), pages 1-8.
    14. David McClendon & Janet Kuo & R. Raley, 2014. "Opportunities to Meet: Occupational Education and Marriage Formation in Young Adulthood," Demography, Springer;Population Association of America (PAA), vol. 51(4), pages 1319-1344, August.
    15. Amanda L. Johnson & Caroline X. Gao & Martine Dennekamp & Grant J. Williamson & David Brown & Matthew T. C. Carroll & Jillian F. Ikin & Anthony Del Monaco & Michael J. Abramson & Yuming Guo, 2019. "Associations between Respiratory Health Outcomes and Coal Mine Fire PM 2.5 Smoke Exposure: A Cross-Sectional Study," IJERPH, MDPI, vol. 16(21), pages 1-15, November.
    16. Choi, Mi Jin, 2017. "The effects of economic factors on the out-of-home placement for maltreated children," Children and Youth Services Review, Elsevier, vol. 81(C), pages 40-53.
    17. Álvaro Choi & María Gil & Mauro Mediavilla & Javier Valbuena, 2018. "The Evolution of Educational Inequalities in Spain: Dynamic Evidence from Repeated Cross-Sections," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 138(3), pages 853-872, August.
    18. Zhong, Hua & Hu, Wuyang, 2015. "Farmers’ Willingness to Engage in Best Management Practices: an Application of Multiple Imputation," 2015 Annual Meeting, January 31-February 3, 2015, Atlanta, Georgia 196962, Southern Agricultural Economics Association.
    19. Gee, Kevin A., 2020. "Predictors of special education receipt among child welfare-involved youth," Children and Youth Services Review, Elsevier, vol. 114(C).
    20. Carsten Schröder & Charlotte Bartels & Markus M. Grabka & Martin Kroh & Rainer Siegers, 2018. "A Novel Sampling Strategy for Surveying High-Worth Individuals - An Application Using the Socio-Economic Panel," SOEPpapers on Multidisciplinary Panel Data Research 978, DIW Berlin, The German Socio-Economic Panel (SOEP).

    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:19:y:2022:i:22:p:14706-:d:967411. 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.