Applying the Stages of Change model to Type 2 diabetes care in Trinidad: A randomised trial
Open accessAbstract
Objective: To improve glycaemic control among Type 2 diabetics using patient-physician consultations guided by the Stages of Change (SOC) model. Design and Methods: A randomised trial was conducted. After ensuring concealment of allocation, Type 2 diabetics were randomly assigned to receive the intervention or the control. The intervention consisted of identifying each patient's Stage of Change for managing their diabetes by diet, exercise and medications, and applying personalised, stage-specific care during the patient-physician consultations based on the SOC model. Patients in the control group received routine care. The variables of interest were effect on glycaemic control (measured by the difference in HbA 1c levels) and patients' readiness to change (measured by identifying patients' SOC for managing their diabetes by diet, exercise and medications). Results: Participants were primarily over age 50, male and Indo-Trinidadian. Most had received only a primary school education and over 65% had a monthly income of $320 USD/month or less. Sixty-one Type 2 diabetics participated in each arm. Three patients were lost to follow-up in the intervention arm. After 48 weeks, there was an overall increase in HbA 1c of 0.52% (SE 0.17) and 1.09% (SE 0.18) for both the intervention and control groups respectively. There was a relative reduction in HbA 1c of 0.57% (95% CI 0.07, 1.07) with the intervention group compared to the control (p = 0.025). For exercise and diet there was an overall tendency for participants in the intervention arm to move to a more favourable SOC, but little change was noted with regards medication use. Conclusions: The result suggests a tendency to a worsening of glycaemic control in this population despite adopting more favourable SOC for diet and exercise. We hypothesized that harsh social conditions prevailing at the time of the study overrode the clinical intervention.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Forty-four RCTs examined the impact of interventions on disease-specific outcomes.
“Forty four RCTs examined the impact of interventions on disease specific outcomes”
From Helping patients help themselves: A systematic review of self-management support strategies in primary health care practice (2019) · cites this paper as [51]
The Methods (Study design) describe one randomized trial, and the Results report its diabetes-related outcomes, including HbA1c. The paper therefore supports that an intervention was examined for a disease-specific outcome, but it does not report that forty-four RCTs did so. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Stratton, I. M. (2000) · BMJ · doi:10.1136/bmj.321.7258.405 · Cited by 9,059 · see citing works
Standards of Medical Care in Diabetes
Power, D. V. (2006) · Diabetes Care · doi:10.2337/diacare.29.02.06.dc05-1593 · Cited by 8,672 · see citing works
In search of how people change: Applications to addictive behaviors.
Prochaska, J. O., DiClemente, C. C., & Norcross, J. C. (1992) · American Psychologist · doi:10.1037/0003-066x.47.9.1102 · Cited by 8,596 · see citing works
Stages of change and decisional balance for 12 problem behaviors.
Prochaska, J., Velicer, W., Rossi, J., Goldstein, M., Marcus, B., Rakowski, W., Fiore, C., Harlow, L., Redding, C. A., & Rosenbloom, D. (1994) · Health Psychology · doi:10.1037/0278-6133.13.1.39 · Cited by 2,579 · see citing works
Standards of Medical Care in Diabetes–2006
American Diabetes Association (2006) · Diabetes Care · doi:10.2337/diacare.29.s1.06.s4 · Cited by 1,884 · see citing works
Hulley, S. B. (1997) · Cited by 1,753 · see citing works
Measuring processes of change: Applications to the cessation of smoking.
Prochaska, J. O., Velicer, W. F., DiClemente, C. C., & Fava, J. L. (1988) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.56.4.520 · Cited by 1,108 · see citing works
Norcross, J. C., Krebs, P. M., & Prochaska, J. O. (2011) · Journal of Clinical Psychology · doi:10.1002/jclp.20758 · Cited by 1,065 · see citing works
Warsi, A., Wang, P. S., LaValley, M. P., Avorn, J., & Solomon, D. H. (2004) · Archives of Internal Medicine · doi:10.1001/archinte.164.15.1641 · Cited by 732 · see citing works
A 'stages of change' approach to helping patients change behavior.
Zimmerman, G. L., Olsen, C. G., & Mf, B. (2000) · PubMed · Cited by 337 · see citing works
Changes in Diabetes Self-Care Behaviors Make a Difference in Glycemic Control
Jones, H., Edwards, L., Vallis, M., Ruggiero, L., Rossi, S. R., Rossi, J. S., Greene, G. W., Prochaska, J. O., & Zinman, B. (2003) · Diabetes Care · doi:10.2337/diacare.26.3.732 · Cited by 311 · see citing works
Applying the Stages-of-Change Model to Dietary Change
Mhurchú, C. N., Margetts, B. M., & Speller, V. (2009) · Nutrition Reviews · doi:10.1111/j.1753-4887.1997.tb06115.x · Cited by 91 · see citing works
Barriers to Blood Glucose Monitoring in a Multiethnic Community
Zgibor, J. C., & Simmons, D. S. (2002) · Diabetes Care · doi:10.2337/diacare.25.10.1772 · Cited by 91 · see citing works
Physician Delivery of Smoking-Cessation Advice Based on the Stages-of-Change Model
Goldberg, D. N., Hoffman, A., Farinha, M. F., Marder, D. C., Tinson-Mitchem, L., Burton, D., & Smith, E. G. (1994) · American Journal of Preventive Medicine · doi:10.1016/s0749-3797(18)30578-6 · Cited by 62 · see citing works
Oxford Handbook of Clinical Specialties
Collier, J. A., Longmore, M., & Hodgetts, T. J. (1992) · Annals of Internal Medicine · doi:10.7326/0003-4819-117-10-880_3 · Cited by 41 · see citing works
Rubin, D. H. (2003) · Journal of Developmental & Behavioral Pediatrics · doi:10.1097/00004703-200308000-00014 · Cited by 41 · see citing works
Oxford Handbook of Clinical Specialties
Collier, J., Longmore, M., & Amarakone, K. (2013) · doi:10.1093/med/9780199591183.001.0001 · Cited by 24 · see citing works
Social environment, morbidity and use of health care among people with diabetes mellitus in Trinidad
Gulliford, M. C., Ariyanayagam-Baksh, S. M., Bickram, L., Picou, D., & Mahabir, D. (1997) · International Journal of Epidemiology · doi:10.1093/ije/26.3.620 · Cited by 16 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- Prochaska JO Velicer WF DiClemente CC Fava J Measuring process of change: Application to smoking cessation Journal of Consulting and Clinical Psychology 1988 56 4 520 8 3198809
- Prochaska JO DiClemente CC Norcross JC In Search of How People Change American Psychologist 1992 47 9 1102 1114 1329589
Cited by
Sorted by citations
Chrvala, C. A., Sherr, D., & Lipman, R. D. (2016) · Patient Education and Counseling · doi:10.1016/j.pec.2015.11.003 · Cited by 914 · see citing works
Dineen-Griffin, S., Garcia-Cardenas, V., Williams, K., & Benrimoj, S. I. (2019) · PLoS ONE · doi:10.1371/journal.pone.0220116 · Cited by 600 · see citing works
“5%; n = 2) [51, 55, 66, 82], Social Learning Theory (1.”
BackgroundTranstheoretical model of health behavioral change: A systematic review
Rahimi, A., Hashemzadeh, M., Zare‐Farashbandi, F., Naeini, A. A., & Daei, A. (2019) · Iranian Journal of Nursing and Midwifery Research · doi:10.4103/ijnmr.ijnmr_94_17 · Cited by 192 · see citing works
Zhao, F., Suhonen, R., Koskinen, S., & Leino‐Kilpi, H. (2017) · Journal of Advanced Nursing · doi:10.1111/jan.13163 · Cited by 125 · see citing works
Bolen, S. D., Chandar, A. K., Falck-Ytter, C., Tyler, C. V., Perzynski, A. T., Gertz, A. M., Sage, P., Lewis, S., Cobabe, M., Ye, Y., et al. (2014) · Journal of General Internal Medicine · doi:10.1007/s11606-014-2855-4 · Cited by 81 · see citing works
Tosun, A. S., & Zincir, H. (2019) · International Journal of Nursing Practice · doi:10.1111/ijn.12742 · Cited by 76 · see citing works
Tseng, H., Liao, S.-F., Wen, Y.-P., & Chuang, Y.-J. (2016) · Primary care diabetes · doi:10.1016/j.pcd.2016.08.005 · Cited by 68 · see citing works
Motivational interventions in the management of HbA1c levels: A systematic review and meta-analysis
Jones, A., Gladstone, B. P., Lübeck, M., Lindekilde, N., Upton, D., & Vach, W. (2014) · Primary care diabetes · doi:10.1016/j.pcd.2014.01.009 · Cited by 37 · see citing works
Doshmangir, P., Jahangiry, L., Farhangi, M. A., Doshmangir, L., & Gavgani, L. F. (2018) · Public Health · doi:10.1016/j.puhe.2017.11.022 · Cited by 37 · see citing works
Terens, N., Vecchi, S., Bargagli, A. M., Agabiti, N., Mitrova, Z., Amato, L., & Davoli, M. (2018) · BMC Endocrine Disorders · doi:10.1186/s12902-018-0260-4 · Cited by 25 · see citing works
Gamification-based Behavioral Change in Children with Diabetes Mellitus
Alsaleh, N., & Alnanih, R. A. (2020) · Procedia Computer Science · doi:10.1016/j.procs.2020.03.087 · Cited by 24 · see citing works
Sany, S. B. T., Ferns, G. A., & Jafari, A. (2019) · Current Diabetes Reviews · doi:10.2174/1573399816666191223110314 · Cited by 21 · see citing works
Arafat, Y. I., Ibrahim, M. I. M., & Awaisu, A. (2016) · Journal of Pharmaceutical Health Services Research · doi:10.1111/jphs.12138 · Cited by 16 · see citing works
Arafat, Y. I., Ibrahim, M. I. M., Awaisu, A., Colagiuri, S., Owusu, Y., Morisky, D. E., AlHafiz, M., & Yousif, A. (2019) · DARU Journal of Pharmaceutical Sciences · doi:10.1007/s40199-019-00246-7 · Cited by 16 · see citing works
Culturally Sensitive Health Education in the Caribbean Diaspora: A Scoping Review
Hasan, M., Singh, H., & Haffizulla, F. S. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18041476 · Cited by 8 · see citing works
Explanatory Model of Diabetes Management; An Experience From Iran
Alavi, N. M., Ghofranipour, F., Ahmadi, F., Babaee, G., Rajab, A., & Emami, A. (2012) · Nursing and Midwifery Studies · doi:10.5812/nms.8675 · Cited by 7 · see citing works
Diabetes Management in Latin America
Carrillo-Larco, R. M., Bracco, P. A., Bernabé‐Ortiz, A., Lazo‐Porras, M., Zafra‐Tanaka, J. H., Tenorio‐Mucha, J., Bello‐Chavolla, O. Y., & Beran, D. (2023) · Springer eBooks · doi:10.1007/978-3-031-25519-9_18 · Cited by 3 · see citing works
Menezes, V. M., Koller, O. G., Feóli, A. M. P., Silva, F. M., & de Almeida, J. C. (2025) · Nutrition Reviews · doi:10.1093/nutrit/nuaf164 · Cited by 2 · see citing works
Persaud‐Lachhman, M., Andall‐Brereton, G., & Jaacks, L. M. (2019) · Tropical Medicine & International Health · doi:10.1111/tmi.13347 · Cited by 2 · see citing works
Tosun, A. S., & Zincir, H. (2019) · Journal of Caring Sciences · doi:10.15171/jcs.2019.001 · Cited by 2 · see citing works
Ganasegeran, K., Rampal, L. R. G., Martins, O. F., & Abdulrahman, S. A. (2019) · Aids Reviews · doi:10.24875/aidsrev.19000069 · Cited by 2 · see citing works
Ibrahim, M. M., Arafat, Y. I., Awaisu, A., & Owusu, Y. (2020) · Journal of Pharmacy And Bioallied Sciences · doi:10.4103/jpbs.jpbs_156_20 · Cited by 1 · see citing works
Zhang, B., Powwattana, A., Sillabutra, J., Liu, G., Li, S., & Kalampakorn, S. (2025) · The Science of Diabetes Self-Management and Care · doi:10.1177/26350106251319541 · Cited by 1 · see citing works
Transtheoretical model technology-based interventions to improve health behaviors in veterans.
Checko, E. R., Knight, J., Crow, T. M., Spiro, A., Whitworth, J. W., Penza, C. W., Kaiser, A. P., Cucalon, A., & Nigg, C. R. (2025) · Motivation Science · doi:10.1037/mot0000410 · Cited by 1 · see citing works
SAPÇI, E., & Güngörmüş, Z. (2026) · Journal of Health Psychology · doi:10.1177/13591053251412165 · Cited by 1 · see citing works
Maddineshat, M., Tabatabaeichehr, M., LashkardoostH, H., & Foladi, A. (2014) · Journal of North Khorasan University of Medical Sciences · doi:10.29252/jnkums.5.5.s5.1049 · Cited by 1 · see citing works
Kim, J. H., & Yun, Y. H. (2021) · Korean Journal of Family Practice · doi:10.21215/kjfp.2021.11.1.74 · Cited by 1 · see citing works
Arafat, Y. I. (2016) · Qatar University QSpace (Qatar University)
Enhancing Diet Quality in Early Stages of Change in Individuals at High Risk for DiabetesPreprint
Andreia, Â. V., Koller, O. G., Bersch-Ferreira, Â. C., Carvalho, A. P. P. F., Bressan, J., Pinto, S. L., Souza, V. S., & de Almeida, J. C. (2026) · Research Square · doi:10.21203/rs.3.rs-8811044/v1
Barbosa, V. E. D. S., de Sousa, R. S., & de Fontes, P. A. D. S. (2026) · Research Society and Development · doi:10.33448/rsd-v15i5.50981
- Authors
- Partapsingh, V., Maharaj, R., & Rawlins, J.
- Affiliations
- University of the West Indies (TT)
- Corresponding author
- Maharaj, RG
- Venue
- Journal of Negative Results in BioMedicine
- Published
- 2011-10-11
- Volume
- 10
- Issue
- 1
- Pages
- 13-13
- ISSN
- 1477-5751 (ISSN-L)
- PMC
- PMC3219566
- OpenAlex
- W2109038086
- Cited by
- 30
- References
- 18
- Citations by year
- 2026: 3 · 2025: 3 · 2023: 1 · 2021: 2 · 2020: 2 · 2019: 8 · 2018: 2 · 2016: 4 · 2015: 1 · 2014: 3 · 2012: 1
- FWCI
- 1.05
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Negative Results in BioMedicine (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Social Sciences › Psychology › Applied Psychology › Behavioral Health and Interventions
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
- Keywords
- type 2 diabetes, stages of change, glycemic control, HbA1c, physician-patient consultation, readiness to change, diet, physical activity, antidiabetic drugs, social determinants of health, Trinidad
- MeSH terms
- Adult, Aged, Diabetes Mellitus, Type 2, Female, Glycated Hemoglobin, Humans, Hypoglycemic Agents, Life Style, Male, Middle Aged, Self Care, Trinidad and Tobago
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review