Randomised controlled trial of patient centred care of diabetes in general practice: impact on current wellbeing and future disease risk
Open accessAbstract
OBJECTIVE: To assess the effect of additional training of practice nurses and general practitioners in patient centred care on the lifestyle and psychological and physiological status of patients with newly diagnosed type 2 diabetes. DESIGN: Pragmatic parallel group design, with randomisation between practice teams to routine care (comparison group) or routine care plus additional training (intervention group); analysis at one year, allowing for practice effects and stratifiers; self reporting by patients on communication with practitioners, satisfaction with treatment, style of care, and lifestyle. SETTING: 41 practices (21 in intervention group, 20 in comparison group) in a health region in southern England. SUBJECTS: 250/360 patients (aged 30-70 years) diagnosed with type 2 diabetes and completing follow up at one year (142 in intervention group, 108 in comparison group). INTERVENTION: 1.5 days' group training for the doctors and nurses-introducing evidence for and skills of patient centred care and a patient held booklet encouraging questions. MAIN OUTCOME MEASURES: Quality of life, wellbeing, haemoglobin A1c and lipid concentrations, blood pressure, body mass index (kg/m2). RESULTS: Compared with patients in the C group, those in the intervention group reported better communication with the doctors (odds ratio 2.8; 95% confidence interval 1.8 to 4.3) and greater treatment satisfaction (1.6; 1.1 to 2.5) and wellbeing (difference in means (d) 2.8; 0.4 to 5.2). However, their body mass index was significantly higher (d=2.0; 0.3 to 3.8), as were triglyceride concentrations (d=0.4 mmol/l; 0.07 to 0.73 mmol/l), whereas knowledge scores were lower (d=-2.74; -0.23 to -5.25). Differences in lifestyle and glycaemic control were not significant. CONCLUSIONS: The findings suggest greater attention to the consultation process than to preventive care among trained practitioners; those committed to achieving the benefits of patient centred consulting should not lose the focus on disease management.
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The study was designed to have 90% power to detect a difference of 0.5% in A1C levels, using a two-sample t test (two-sided, α = 0.05), assuming a common SD of 1.5%; 408 patients were required.
“The study was designed to have a 90% power to detect a difference of 0.5% in A1C levels. This was determined using a two-sample t test (two-sided, α = 0.05), assuming a common SD of 1.5%. The estimate of SD in A1C values was inflated from 1.15 to 1.50 because of the clustering effect (18,19). We required a total of 408 patients (204 per study arm) to achieve the specified statistical power.”
From Structured Self-Monitoring of Blood Glucose Significantly Reduces A1C Levels in Poorly Controlled, Noninsulin-Treated Type 2 Diabetes (2011) · cites this paper as [19]
The Statistical analysis and sample size section gives different design figures: 80% power, 100 patients per group, and detection of a 1% haemoglobin A1c difference with an SD of 2.22%. These contradict the attributed 90% power, 0.5% difference, 1.5% SD, and 408-patient requirement. The cited passage does not specify a two-sample t test. (LLM, conf=0.93)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measuredOnly five out of the 22 cluster-randomized studies had the ICC reported.
“Notably, only five (Chenoweth 2009; Kennedy 2004; Kinmonth 1998; Krones 2008; Loh 2007) out of the 22 studies had the ICC reported.”
From Interventions for providers to promote a patient-centred approach in clinical consultations (2012) · cites this paper as Kinmonth 1998
In Kinmonth 1998, patients in the intervention group were more likely to report maximum communication with GPs.
“In Kinmonth 1998, patients in the intervention group were more likely to report maximum communication with GPs; but there was no significant difference between the two groups for agreement between patient and provider on main concerns discussed over the year.”
From Interventions for providers to promote a patient-centred approach in clinical consultations (2012) · cites this paper as Kinmonth 1998
All five studies that measured consultation process outcomes reported at least one consultation process outcome in favour of the intervention.
“and all of these (Brown 2001; Glasgow 2004; Kinmonth 1998; Krones 2008; Loh 2007) reported at least one consultation process outcome in favour of the intervention.”
From Interventions for providers to promote a patient-centred approach in clinical consultations (2012) · cites this paper as Kinmonth 1998
In Kinmonth 1998, there was no significant difference between groups for agreement between patient and provider on main concerns discussed over the year.
“In Kinmonth 1998, patients in the intervention group were more likely to report maximum communication with GPs; but there was no significant difference between the two groups for agreement between patient and provider on main concerns discussed over the year.”
From Interventions for providers to promote a patient-centred approach in clinical consultations (2012) · cites this paper as Kinmonth 1998
Five of the six studies in intervention category 4 assessed between one and three health behaviour outcomes.
“Five of the six studies assessed between one and three outcomes in this category (Brown 2001; Glasgow 2004; Kinmonth 1998; Krones 2008; Loh 2007)”
From Interventions for providers to promote a patient-centred approach in clinical consultations (2012) · cites this paper as Kinmonth 1998
In Kinmonth 1998, average body mass index was higher (worse) in the intervention group compared with the control group.
“However, average blood triglyceride concentrations and average body mass index were both also higher (i.e. worse) in the intervention group compared with the control group.”
From Interventions for providers to promote a patient-centred approach in clinical consultations (2012) · cites this paper as Kinmonth 1998
In Kinmonth 1998, average blood triglyceride concentrations were higher (worse) in the intervention group compared with the control group.
“However, average blood triglyceride concentrations and average body mass index were both also higher (i.e. worse) in the intervention group compared with the control group.”
From Interventions for providers to promote a patient-centred approach in clinical consultations (2012) · cites this paper as Kinmonth 1998
In Kinmonth 1998, there were no significant differences between groups for mean total cholesterol.
“Furthermore, one year after the intervention, there were no significant differences between the intervention and the control group for mean glycated haemoglobin concentrations; mean total cholesterol; and for mean systolic and diastolic blood pressure.”
From Interventions for providers to promote a patient-centred approach in clinical consultations (2012) · cites this paper as Kinmonth 1998
In Kinmonth 1998, there was no difference in satisfaction with style of care.
“Patients in the intervention group were more likely than control patients to report high satisfaction with treatment at one year, but there was no difference in satisfaction with style of care.”
From Interventions for providers to promote a patient-centred approach in clinical consultations (2012) · cites this paper as Kinmonth 1998
In Kinmonth 1998, there was no difference in the three health behaviours assessed.
“Alternatively, Kinmonth 1998 found no difference in the three behaviours they assessed, and Glasgow 2004 did not report statistical testing for the two outcomes they assessed.”
From Interventions for providers to promote a patient-centred approach in clinical consultations (2012) · cites this paper as Kinmonth 1998
In Kinmonth 1998, patients in the intervention group were more likely than control patients to report high satisfaction with treatment at one year.
“Patients in the intervention group were more likely than control patients to report high satisfaction with treatment at one year, but there was no difference in satisfaction with style of care.”
From Interventions for providers to promote a patient-centred approach in clinical consultations (2012) · cites this paper as Kinmonth 1998
In Kinmonth 1998, one year after the intervention, there were no significant differences between groups for mean glycated haemoglobin concentrations.
“Furthermore, one year after the intervention, there were no significant differences between the intervention and the control group for mean glycated haemoglobin concentrations; mean total cholesterol; and for mean systolic and diastolic blood pressure.”
From Interventions for providers to promote a patient-centred approach in clinical consultations (2012) · cites this paper as Kinmonth 1998
The intervention resulted in at least one positive outcome in three of the six studies (Brown 2001; Dijkstra 2006; Kinmonth 1998).
“the intervention resulted in at least one positive outcome in three of these studies (Brown 2001; Dijkstra 2006; Kinmonth 1998).”
From Interventions for providers to promote a patient-centred approach in clinical consultations (2012) · cites this paper as Kinmonth 1998
Four of the six studies in intervention category 4 assessed satisfaction.
“Four of the six studies assessed this outcome (Glasgow 2004; Kinmonth 1998; Krones 2008; Loh 2007)”
From Interventions for providers to promote a patient-centred approach in clinical consultations (2012) · cites this paper as Kinmonth 1998
In Kinmonth 1998, one year after the intervention, overall well being scores were significantly higher in the intervention group.
“One year after the intervention, overall well being scores were significantly higher in the intervention group.”
From Interventions for providers to promote a patient-centred approach in clinical consultations (2012) · cites this paper as Kinmonth 1998
Kinmonth 1998 was at high risk of attrition bias because of missing patient data, despite intention-to-treat analysis.
“Incomplete outcome data (attrition bias) All outcomes High risk Attrition rate was minimal for practices 1/22 (4.5%) intervention and 1/21 (4.8%) control; but 57/199 (28.6%) intervention patients and 53/161 (32.9%) control patients had some missing data after 1 year. Analysis was by intention to treat (but tables included only those with complete data)”
From Interventions for providers to promote a patient-centred approach in clinical consultations (2012) · cites this paper as Kinmonth 1998
Random sequence generation in Kinmonth 1998 was low risk because of initial stratified random allocation of practices by computer.
“Random sequence generation (selection bias) Low risk”
From Interventions for providers to promote a patient-centred approach in clinical consultations (2012) · cites this paper as Kinmonth 1998
Allocation concealment in Kinmonth 1998 was low risk (blind and secure).
“Allocation procedure: Blind and secure”
From Interventions for providers to promote a patient-centred approach in clinical consultations (2012) · cites this paper as Kinmonth 1998
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Cites
Turner, R. C., Fox, C., Matthews, McElroy, H. H., Cull, C. A., Holman, R. R., Neil, P., Hadden, D. R., Wright, D., Manley, E., et al. (1998) · The Lancet · Cited by 8,419 · see citing works
Effective physician-patient communication and health outcomes: a review.
(1995) · Europe PMC (PubMed Central) · Cited by 4,085 · see citing works
Gupta, A., & Uribarri, J. (2016) · Hormone Research in Paediatrics · doi:10.1159/000444053 · Cited by 4,019 · see citing works
A simple method to assess exercise behavior in the community.
Godin, G., & Shephard, R. J. (1985) · PubMed · Cited by 3,759 · see citing works
Improving the Quality of Reporting of Randomized Controlled Trials: The CONSORT Statement
Begg, C. (1996) · JAMA · doi:10.1001/jama.1996.03540080059030 · Cited by 3,127 · see citing works
U.K. Prospective Diabetes Study Group (1995) · Diabetes · doi:10.2337/diab.44.11.1249 · Cited by 1,923 · see citing works
Patient-Centered Medicine: Transforming the Clinical Method
Stewart, M., Brown, J. B., Weston, W. W., McWhinney, I. R., McWilliam, C. L., & Freeman, T. R. (1995) · Cited by 1,299 · see citing works
Patients’ participation in medical care
Greenfield, S., Kaplan, S. H., Ware, J. E., Yano, E. M., & Frank, H. J. L. (1988) · Journal of General Internal Medicine · doi:10.1007/bf02595921 · Cited by 1,117 · see citing works
The Silent World of Doctor and Patient
Katz, J. (2002) · Johns Hopkins University Press eBooks · doi:10.56021/9780801857805 · Cited by 995 · see citing works
The Silent World of Doctor and Patient
REISER, S. J. (1985) · JAMA · doi:10.1001/jama.1985.03350430113040 · Cited by 723 · see citing works
Handbook of Psychology and Diabetes
Bradley, C. (2013) · Routledge eBooks · doi:10.4324/9781315077369 · Cited by 668 · see citing works
ROTER, D. L. (1977) · Health Education Monographs · doi:10.1177/109019817700500402 · Cited by 639 · see citing works
Patient-centred medicine: Transforming the clinical method
Brown, J. B. (1998) · Patient Education and Counseling · doi:10.1016/s0738-3991(98)90096-9 · Cited by 456 · see citing works
The influence of patient-practitioner agreement on outcome of care.
Starfield, B. H., Wray, C. R., Hess, K. W., Gross, R., Birk, P., & D’Lugoff, B. C. (1981) · American Journal of Public Health · doi:10.2105/ajph.71.2.127 · Cited by 365 · see citing works
Communicating with Medical Patients
(1990) · Annals of Internal Medicine · doi:10.7326/0003-4819-113-3-259_4 · Cited by 355 · see citing works
Padgett, D. K., Mumford, E., Hynes, M. M., & Carter, R. (1988) · Journal of Clinical Epidemiology · doi:10.1016/0895-4356(88)90040-6 · Cited by 322 · see citing works
Dietary Intervention in Primary Care: Validity of the DINE Method for Diet Assessment
Roe, L. S., Strong, C., Whiteside, C., Neil, A., & Mant, D. (1994) · Family Practice · doi:10.1093/fampra/11.4.375 · Cited by 256 · see citing works
Patient-centred Medicine Transforming the clinical method
French, S. (2003) · Physiotherapy · doi:10.1016/s0031-9406(05)60508-1 · Cited by 188 · see citing works
Incidence of Diabetes Mellitus by Clinical Type
Melton, L. J., Palumbo, P. J., & Chu, C.-P. (1983) · Diabetes Care · doi:10.2337/diacare.6.1.75 · Cited by 174 · see citing works
Gatling, W., Knight, C., Mullee, M., et al. (1988) · Diabetic Medicine · doi:10.1111/j.1464-5491.1988.tb01002.x · Cited by 128 · see citing works
Evidence in consultations: interpreted and individualised
Sullivan, F., & Macnaughton, R. J. (1996) · The Lancet · doi:10.1016/s0140-6736(96)05219-1 · Cited by 115 · see citing works
Patient-oriented interventions to improve communication in a medical office visit.
Thompson, S. C. G., Nanni, C. A., & Schwankovsky, L. M. (1990) · Health Psychology · doi:10.1037//0278-6133.9.4.390 · Cited by 112 · see citing works
Patient-oriented interventions to improve communication in a medical office visit.
Thompson, S. C. G., Nanni, C. A., & Schwankovsky, L. M. (1990) · Health Psychology · doi:10.1037/0278-6133.9.4.390 · Cited by 99 · see citing works
Evans, B. J., Kiellerup, F. D., Stanley, R. O., Burrows, G. D., & Sweet, B. (1987) · British Journal of Medical Psychology · doi:10.1111/j.2044-8341.1987.tb02756.x · Cited by 95 · see citing works
Woodcock, A. J., Kinmonth, A., Campbell, M. J., Griffin, S. J., & Spiegal, N. (1999) · Patient Education and Counseling · doi:10.1016/s0738-3991(98)00104-9 · Cited by 67 · see citing works
Self-citationPsychosocial Correlates of Survival in Diabetes
Davis, W. K., Hess, G. E., & Hiss, R. G. (1988) · Diabetes Care · doi:10.2337/diacare.11.7.538 · Cited by 61 · see citing works
Kinmonth, A., Spiegal, N., & Woodcock, A. J. (1996) · Patient Education and Counseling · doi:10.1016/0738-3991(96)00936-6 · Cited by 38 · see citing works
Self-citationDietary and exercise assessment in general practice
Little, P. S., & Margetts, B. (1996) · Family Practice · doi:10.1093/fampra/13.5.477 · Cited by 18 · see citing works
Doctors' beliefs about diabetes: A comparison of hospital and community doctors
Marteau, T. M., & Kinmonth, A. L. (1988) · British Journal of Clinical Psychology · doi:10.1111/j.2044-8260.1988.tb00803.x · Cited by 5 · see citing works
Self-citationEa, M. (1992) · Europe PMC (PubMed Central) · Cited by 4 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- Woodcock A, Kinmonth AL, Campbell M, Griffin S, Spiegal N. Effects of training in patient-centred care, on beliefs, attitudes and behaviour of pri- mary care practitioners. Patient Education and Counseling (in press).
- Green LW, George MA, Daniel M, Frankish CJ, Herbert CP, Bowie, WR, et al. Study of participatory research in health promotion: review and recommenda- tions for the development of participatory research in health promotion in Canada. Ottawa: Royal Society of Canada, 1995.
Cited by
Sorted by citations
Consort 2010 statement: extension to cluster randomised trials
Campbell, M. K., Piaggio, G., Elbourne, D. R., Altman, D. G., & for the CONSORT Group (2012) · BMJ · doi:10.1136/bmj.e5661 · Cited by 3,510 · see citing works
Self-citationCONSORT statement: extension to cluster randomised trials
Campbell, M. K., Elbourne, D. R., & Altman, D. G. (2004) · BMJ · doi:10.1136/bmj.328.7441.702 · Cited by 2,557 · see citing works
Self-citationThe Values and Value of Patient-Centered Care
Epstein, R. M., & Street, R. L. (2011) · The Annals of Family Medicine · doi:10.1370/afm.1239 · Cited by 1,956 · see citing works
Interventions for providers to promote a patient-centred approach in clinical consultations
Dwamena, F., Holmes-Rovner, M., Gaulden, C. M., Jorgenson, S., Sadigh, G., Sikorskii, A., Lewin, S., Smith, R. C., Coffey, J., Olomu, A., et al. (2012) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd003267.pub2 · Cited by 1,227 · see citing works
Epstein, R. M., Franks, P., Fiscella, K., Shields, C. G., Meldrum, S. C., Kravitz, R. L., & Duberstein, P. R. (2005) · Social Science & Medicine · doi:10.1016/j.socscimed.2005.02.001 · Cited by 1,211 · see citing works
Patient-Centered Care and Outcomes: A Systematic Review of the Literature
Rathert, C., Wyrwich, M. D., & Boren, S. A. (2013) · Medical Care Research and Review · doi:10.1177/1077558712465774 · Cited by 1,087 · see citing works
Renders, C. M., Valk, G. D., Griffin, S. J., Wagner, E. H., Eijk van, J. T., & Assendelft, W. J. J. (2001) · Diabetes Care · doi:10.2337/diacare.24.10.1821 · Cited by 1,066 · see citing works
Self-citationWeingarten, S. R. (2002) · BMJ · doi:10.1136/bmj.325.7370.925 · Cited by 735 · see citing works
Patient-centered care and adherence: definitions and applications to improve outcomes
Robinson, J. H., Callister, L. C., Berry, J. A., & Dearing, K. A. (2008) · Journal of the American Academy of Nurse Practitioners · doi:10.1111/j.1745-7599.2008.00360.x · Cited by 721 · see citing works
Barriers to diabetes management: patient and provider factors
Nam, S., Chesla, C., Stotts, N. A., Kroon, L., & Janson, S. L. (2011) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2011.02.002 · Cited by 680 · see citing works
Towle, A., Godolphin, W., Greenhalgh, T., & Gambrill, J. (1999) · BMJ · doi:10.1136/bmj.319.7212.766 · Cited by 646 · see citing works
Griffin, S. J. (2004) · The Annals of Family Medicine · doi:10.1370/afm.142 · Cited by 578 · see citing works
Self-citationInterventions for providers to promote a patient-centred approach in clinical consultations
Lewin, S., Skea, Z., Entwistle, V. A., Zwarenstein, M., & Dick, J. (2001) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd003267 · Cited by 530 · see citing works
Polonsky, W. H., Fisher, L., Schikman, C. H., Hinnen, D. A., Parkin, C. G., Jelsovsky, Z., Petersen, B., Schweitzer, M., & Wagner, R. S. (2011) · Diabetes Care · doi:10.2337/dc10-1732 · Cited by 429 · see citing works
“50 because of the clustering effect (18,19).”
Montori, V. M., Gafni, A., & Charles, C. (2006) · Health Expectations · doi:10.1111/j.1369-7625.2006.00359.x · Cited by 399 · see citing works
Hardeman, W., Sutton, S., Griffin, S., Johnston, M., White, A., Wareham, N. J., & Kinmonth, A. L. (2005) · Health Education Research · doi:10.1093/her/cyh022 · Cited by 311 · see citing works
Self-citationMead, N., Bower, P., & Hann, M. (2002) · Social Science & Medicine · doi:10.1016/s0277-9536(01)00171-x · Cited by 275 · see citing works
What are the effective elements in patient-centered and multimorbidity care? A scoping review
Poitras, M.-E., Maltais, M.-E., Bestard-Denommé, L., Stewart, M., & Fortin, M. (2018) · BMC Health Services Research · doi:10.1186/s12913-018-3213-8 · Cited by 219 · see citing works
Kinmonth, A.-L., Wareham, N. J., Hardeman, W., Sutton, S., Prevost, A. T., Fanshawe, T., Williams, K. M., Ekelund, U., Spiegelhalter, D., & Griffin, S. J. (2008) · The Lancet · doi:10.1016/s0140-6736(08)60070-7 · Cited by 200 · see citing works
Self-citationRogers, A., Kennedy, A., Nelson, E., & Robinson, A. (2005) · Qualitative Health Research · doi:10.1177/1049732304272048 · Cited by 162 · see citing works
Rubak, S., Sandbæk, A., Lauritzen, T., Borch-Johnsen, K., & Christensen, B. (2009) · Scandinavian Journal of Primary Health Care · doi:10.1080/02813430903072876 · Cited by 104 · see citing works
Ruiz-Moral, R., Pérula de Torres, L. Á., & Jaramillo-Martin, I. (2007) · Journal of General Internal Medicine · doi:10.1007/s11606-007-0113-8 · Cited by 77 · see citing works
Williams, K., Prevost, A. T., Griffin, S., Hardeman, W., Hollingworth, W., Spiegelhalter, D., Sutton, S., Ekelund, U., Wareham, N., & Kinmonth, A. L. (2004) · BMC Public Health · doi:10.1186/1471-2458-4-48 · Cited by 72 · see citing works
Self-citationCoret, A., Boyd, K., Hobbs, K., Zazulak, J., & McConnell, M. (2018) · Teaching and Learning in Medicine · doi:10.1080/10401334.2017.1398653 · Cited by 65 · see citing works
Polonsky, W., Fisher, L., Schikman, C., Hinnen, D., Parkin, C., Jelsovsky, Z., Amstutz, L., Schweitzer, M., & Wagner, R. (2010) · BMC Family Practice · doi:10.1186/1471-2296-11-37 · Cited by 30 · see citing works
McNamara, R., Robling, M., Hood, K., Bennert, K., Channon, S., Cohen, D., Crowne, E., Hambly, H., Hawthorne, K., Longo, M., et al. (2010) · BMC Health Services Research · doi:10.1186/1472-6963-10-36 · Cited by 22 · see citing works
Shojania, K. G., Ranji, S. R., McDonald, K. M., Grimshaw, J. M., Sundaram, V., Rushakoff, R. J., & Owens, D. K. (2006) · JAMA · doi:10.1001/jama.296.4.427 · Cited by 20 · see citing works
- Authors
- Kinmonth, A. L., Woodcock, A., Griffin, S., Spiegal, N., & Campbell, M. J.
- Affiliations
- University of Southampton (GB)
- University of Cambridge (GB)
- Corresponding author
- Kinmonth, A. L.
- ORCID
- Campbell, M. J
- Venue
- BMJ
- Publisher
- BMJ
- Published
- 1998-10-31
- Volume
- 317
- Issue
- 7167
- Pages
- 1202-1208
- ISSN
- 0007-1447 (ISSN-L)
- 0959-8138
- 1468-5833
- PMC
- PMC28704
- OpenAlex
- W2124794946
- Cited by
- 474
- References
- 32
- Citations by year
- 2026: 4 · 2025: 3 · 2024: 5 · 2023: 7 · 2022: 11 · 2021: 13 · 2020: 10 · 2019: 16 · 2018: 13 · 2017: 14 · 2016: 17 · 2015: 12 · 2014: 20 · 2013: 28 · 2012: 25
- FWCI
- 11.63
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- BMJ (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- HighWire Press Open Archive (submittedVersion)
- Funders
- Wellcome Trust
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Health Sciences › Health Professions › General Health Professions › Patient-Provider Communication in Healthcare
- Health Sciences › Health Professions › General Health Professions › Primary Care and Health Outcomes
- Keywords
- patient-centered care, type 2 diabetes, newly diagnosed diabetes, general practice, general practice training, patient communication, treatment satisfaction, quality of life, well-being, glycemic control, HbA1c, lipid concentration, blood pressure, body mass index, lifestyle, disease risk
- MeSH terms
- Adult, Aged, Communication, Diabetes Mellitus, Type 2, England, Family Practice, Health Status, Humans, Life Style, Mental Health, Middle Aged, Nurse Practitioners, Nurse-Patient Relations, Physician-Patient Relations, Treatment Outcome, Patient Satisfaction, Risk Assessment, Patient-Centered Care
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