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Towards an Ontology to Identify Barriers to Physical Activityfor Type 2 Diabetes

Published: 02 July 2017 Publication History
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  • Abstract

    Type 2 diabetes is one of the most serious chronic diseases which can be managed by medication and lifestyle changes. Regular physical activity is an example of lifestyle modification that can help in managing and preventing complications of the disease. However, a number of barriers to physical activity of different origin and type (e.g. health, personal, and psychological barriers) can prevent patients from achieving their goals. Various studies have attempted to categories the different barriers, but there is no unified model representing the different barriers and the possible interactions between them and the patient's activities. In this paper, we propose a conceptual model to identify and classify the barriers to physical activity for type 2 diabetes that is intended lay the foundations for the development of an ontology, i.e. a formal model of barriers and their relationships with diseases and patient's activities. The proposed model relies on identifying and classifying the barriers to physical activity according to their signs or factors, and reuses existing formal models of diabetes and other open source specialised resources.

    References

    [1]
    Yousef Alfaifi, Floriana Grasso, and Valentina Tamma. 2016. Developing a Motivational System to Manage Physical Activity for Type 2 Diabetes. Artificial Intelligence for Diabetes (2016), 22.
    [2]
    Kenneth R Allison, John JM Dwyer, and Susan Makin. 1999. Perceived barriers to physical activity among high school students. Preventive medicine 28, 6 (1999), 608--615.
    [3]
    American Diabetes Association et al. 2016. Standards of medical care in diabetes-2016. Diabetes care 39, Supplement 1 (2016), S1--S112.
    [4]
    Hilary J Bethancourt, Dori E Rosenberg, Tara Beatty, and David E Arterburn. 2014. Barriers to and facilitators of physical activity program use among older adults. Clinical medicine & research 12, 1--2 (2014), 10--20.
    [5]
    Stuart JH Biddle and Nanette Mutrie. 2007. Psychology of physical activity: Determinants, well-being and interventions. Routledge.
    [6]
    Olivier Bodenreider. 2004. The unified medical language system (UMLS): integrating biomedical terminology. Nucleic acids research 32, suppl 1 (2004), D267--D270.
    [7]
    Michael L Booth, Adrian Bauman, Neville Owen, and Christopher J Gore. 1997. Physical activity preferences, preferred sources of assistance, and perceived barriers to increased activity among physically inactive Australians. Preventive medicine 26, 1 (1997), 131--137.
    [8]
    Jaime Cantais, David Dominguez, Valeria Gigante, Loredana Laera, and Valentina Tamma. 2005. An example of food ontology for diabetes control. In Proceedings of the International Semantic Web Conference 2005 workshop on Ontology Patterns for the Semantic Web. 1--9.
    [9]
    Catherine B Chan, Daniel AJ Ryan, and Catrine Tudor-Locke. 2006. Relationship between objective measures of physical activity and weather: a longitudinal study. International Journal of Behavioral Nutrition and Physical Activity 3, 1 (2006), 21.
    [10]
    Gareth R Dutton, Jolene Johnson, Dori Whitehead, Jamie S Bodenlos, and Phillip J Brantley. 2005. Barriers to physical activity among predominantly low-income African-American patients with type 2 diabetes. Diabetes Care 28, 5 (2005), 1209--1210.
    [11]
    Deborah Erickson. 2013. Barriers to physical activity in people with type 2 diabetes enrolled in a worksite Diabetes disease management program. The Diabetes Educator 39, 5 (2013), 626--634.
    [12]
    Centers for Disease Control, Prevention, et al. 2011. Strategies to prevent obesity and other chronic diseases: The CDC guide to strategies to increase physical activity in the community. Atlanta, GA: US Department of Health and Human Services (2011).
    [13]
    Thomas R Gruber et al. A translation approach to portable ontology specifications. Knowledge acquisition 5, 2 (????).
    [14]
    N Hex, C Bartlett, D Wright, M Taylor, and D Varley. 2012. Estimating the current and future costs of Type 1 and Type 2 diabetes in the UK, including direct health costs and indirect societal and productivity costs. Diabetic Medicine 29, 7 (2012), 855--862.
    [15]
    Eveliina E Korkiakangas, Maija A Alahuhta, Päivi M Husman, Sirkka Keinänen-Kiukaanniemi, Anja M Taanila, and Jaana H Laitinen. 2011. Motivators and barriers to exercise among adults with a high risk of type 2 diabetes--a qualitative study. Scandinavian journal of caring sciences 25, 1 (2011), 62--69.
    [16]
    Julia Lawton, N Ahmad, L Hanna, M Douglas, and N Hallowell. 2006. I can't do any serious exercise: barriers to physical activity amongst people of Pakistani and Indian origin with Type 2 diabetes. Health education research 21, 1 (2006), 43--54.
    [17]
    LP Lidegaard, Nete Schwennesen, Ingrid Willaing, and Kristine Færch. 2016. Barriers to and motivators for physical activity among people with type 2 diabetes: patients' perspectives. Diabetic Medicine 33, 12 (2016), 1677--1685.
    [18]
    Anna Moschny, Petra Platen, Renate Klaaßen-Mielke, Ulrike Trampisch, and Timo Hinrichs. 2011. Barriers to physical activity in older adults in Germany: a cross-sectional study. International Journal of Behavioral Nutrition and Physical Activity 8, 1 (2011), 121.
    [19]
    Natalya F Noy, Deborah L McGuinness, et al. 2001. Ontology development 101: A guide to creating your first ontology. (2001).
    [20]
    Woon May Ong, Siew Siang Chua, and Chirk Jenn Ng. 2014. Barriers and facilitators to self-monitoring of blood glucose in people with type 2 diabetes using insulin: a qualitative study. Patient preference and adherence 8 (2014), 237--246.
    [21]
    World Health Organization et al. 2016. Global Report on Diabetes. Geneva: World Health Organization; 2016. (2016).
    [22]
    Djoko Pramono, Nanang Yudi Setiawan, Riyanarto Sarno, and Mohamad Sidiq. 2013. Physical activity recommendation for diabetic patients based on ontology. In 7th International Conference on Information & Communication Technology and Systems. 27-- 32.
    [23]
    B RajKumar and K Latha. 2015. DFRS: Diet Food Recommendation System for Diabetic Patients based on Ontology. International Journal of Applied Engineering Research 10, 55 (2015), 2765.
    [24]
    Alan L Rector, Rahil Qamar, and Tom Marley. 2009. Binding ontologies and coding systems to electronic health records and messages. Applied Ontology 4, 1 (2009), 51--69.
    [25]
    Jo Salmon, Neville Owen, David Crawford, Adrian Bauman, and James F Sallis. 2003. Physical activity and sedentary behavior: a population-based study of barriers, enjoyment, and preference. Health psychology 22, 2 (2003), 178.
    [26]
    Jonathan E Shaw, Richard A Sicree, and Paul Z Zimmet. 2010. Global estimates of the prevalence of diabetes for 2010 and 2030. Diabetes research and clinical practice 87, 1 (2010), 4--14.
    [27]
    Ronald J Sigal, Glen P Kenny, David H Wasserman, Carmen Castaneda-Sceppa, and Russell D White. 2006. Physical activity/ exercise and type 2 diabetes. Diabetes care 29, 6 (2006), 1433--1438.
    [28]
    N Thomas, E Alder, and GP Leese. 2004. Barriers to physical activity in patients with diabetes. Postgraduate medical journal 80, 943 (2004), 287--291.
    [29]
    Stewart G Trost, Neville Owen, Adrian E Bauman, James F Sallis, and Wendy Brown. 2002. Correlates of adults' participation in physical activity: review and update. Medicine and science in sports and exercise 34, 12 (2002), 1996--2001.
    [30]
    Michael Uschold and Martin King. 1995. Towards a methodology for building ontologies. Citeseer.

    Cited By

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    • (2019)Personalization of Ontologies Visualization: Use Case of DiabetesCurrent Trends in Semantic Web Technologies: Theory and Practice10.1007/978-3-030-06149-4_1(3-24)Online publication date: 18-Jan-2019
    • (2018)An Ontology of Psychological Barriers to Support Behaviour ChangeProceedings of the 2018 International Conference on Digital Health10.1145/3194658.3194680(11-15)Online publication date: 23-Apr-2018
    • (2018)OAFE: An Ontology for the Description of Elderly Activities2018 14th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)10.1109/SITIS.2018.00068(396-403)Online publication date: Nov-2018

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    1. Towards an Ontology to Identify Barriers to Physical Activityfor Type 2 Diabetes

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      cover image ACM Other conferences
      DH '17: Proceedings of the 2017 International Conference on Digital Health
      July 2017
      256 pages
      ISBN:9781450352499
      DOI:10.1145/3079452
      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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      Published: 02 July 2017

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      Author Tags

      1. ontology
      2. physical activity
      3. type 2 diabetes

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      DH '17
      DH '17: International Conference on Digital Health
      July 2 - 5, 2017
      London, United Kingdom

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      View all
      • (2019)Personalization of Ontologies Visualization: Use Case of DiabetesCurrent Trends in Semantic Web Technologies: Theory and Practice10.1007/978-3-030-06149-4_1(3-24)Online publication date: 18-Jan-2019
      • (2018)An Ontology of Psychological Barriers to Support Behaviour ChangeProceedings of the 2018 International Conference on Digital Health10.1145/3194658.3194680(11-15)Online publication date: 23-Apr-2018
      • (2018)OAFE: An Ontology for the Description of Elderly Activities2018 14th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)10.1109/SITIS.2018.00068(396-403)Online publication date: Nov-2018

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