Chronic care model strategies in the United States and Germany deliver patient-centered, high-quality diabetes care
Abstract
Improving the quality of care for chronic diseases is an important issue for most health care systems in industrialized nations. One widely adopted approach is the Chronic Care Model (CCM), which was first developed in the late 1990s. In this article we present the results from two large surveys in the United States and Germany that report patients' experiences in different models of patient-centered diabetes care, compared to the experiences of patients who received routine diabetes care in the same systems. The study populations were enrolled in either Geisinger Health System in Pennsylvania or Barmer, a German sickness fund that provides medical insurance nationwide. Our findings suggest that patients with type 2 diabetes who were enrolled in the care models that exhibited key features of the CCM were more likely to receive care that was patient-centered, high quality, and collaborative, compared to patients who received routine care. This study demonstrates that quality improvement can be realized through the application of the Chronic Care Model, regardless of the setting or distinct characteristics of the program.
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An integrated, structured approach to AF care, as applied successfully to other domains of medicine, will facilitate consistent, guideline-adherent AF management for all patients, with the potential to improve outcomes.
“An integrated, structured approach to AF care, as applied successfully to other domains of medicine, 322-324 will facilitate consistent, guideline-adherent AF management for all patients 325 (Figure 6), with the potential to improve outcomes.”
From 2016 ESC Guidelines for the management of atrial fibrillation developed in collaboration with EACTS (2016) · cites this paper as [323]
Cites
Global estimates of the prevalence of diabetes for 2010 and 2030
Shaw, J. E., Sicree, R. A., & Zimmet, P. Z. (2010) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2009.10.007 · Cited by 7,216 · see citing works
Danaei, G., Finucane, M. M., Lu, Y., Singh, G. M., Cowan, M. J., Paciorek, C. J., Lin, J. K., Farzadfar, F., Khang, Y.-H., Stevens, G. A., et al. (2011) · The Lancet · doi:10.1016/s0140-6736(11)60679-x · Cited by 3,568 · see citing works
Organizing Care for Patients with Chronic Illness
Wagner, E. H., Austin, B. T., & Korff, M. V. (1996) · The Milbank Quarterly · doi:10.2307/3350391 · Cited by 2,877 · see citing works
Evidence on the Chronic Care Model in the new millennium
Coleman, K., Austin, B. T., Brach, C., & Wagner, E. H. (2009) · Health Affairs · doi:10.1377/hlthaff.28.1.75 · Cited by 1,606 · see citing works
Development and Validation of the Patient Assessment of Chronic Illness Care (PACIC)
Glasgow, R. E., Wagner, E. H., Schaefer, J. K., Mahoney, L. D., Reid, R. J., & Greene, S. M. (2005) · Medical Care · doi:10.1097/01.mlr.0000160375.47920.8c · Cited by 863 · see citing works
A Description of Think Aloud Method and Protocol Analysis
Fonteyn, M. E., Kuipers, B. J., & Grobe, S. J. (1993) · Qualitative Health Research · doi:10.1177/104973239300300403 · Cited by 675 · see citing works
The Chronic Care Model and Diabetes Management in US Primary Care Settings: A Systematic Review
Stellefson, M., Dipnarine, K., & Stopka, C. B. (2013) · Preventing Chronic Disease · doi:10.5888/pcd10.120180 · Cited by 541 · see citing works
Trends in Prevalence and Control of Diabetes in the United States, 1988–1994 and 1999–2010
Selvin, E., Parrinello, C. M., Sacks, D. B., & Coresh, J. (2014) · Annals of Internal Medicine · doi:10.7326/m13-2411 · Cited by 532 · see citing works
Schoen, C., Osborn, R., Squires, D. A., Doty, M. M., Pierson, R., & Applebaum, S. (2011) · Health Affairs · doi:10.1377/hlthaff.2011.0923 · Cited by 446 · see citing works
Chronic Care Clinics for Diabetes in Primary Care
Wagner, E. H., Grothaus, L. C., Sandhu, N., Galvin, M. S., McGregor, M., Artz, K., & Coleman, E. A. (2001) · Diabetes Care · doi:10.2337/diacare.24.4.695 · Cited by 410 · see citing works
Assessment of Chronic Illness Care (ACIC): A Practical Tool to Measure Quality Improvement
Bonomi, A. E., Wagner, E. H., Glasgow, R. E., & VonKorff, M. (2002) · Health Services Research · doi:10.1111/1475-6773.00049 · Cited by 392 · see citing works
Envisioning the National Health Care Quality Report
Institute of Medicine (2001) · National Academies Press eBooks · doi:10.17226/10073 · Cited by 348 · see citing works
analysis & commentary Measuring Patient Experience As A Strategy For Improving Primary Care
Browne, K., Roseman, D., Shaller, D., & Edgman‐Levitan, S. (2010) · Health Affairs · doi:10.1377/hlthaff.2010.0238 · Cited by 306 · see citing works
Szécsényi, J., Rosemann, T. J., Joos, S., Peters-Klimm, F., & Miksch, A. (2008) · Diabetes Care · doi:10.2337/dc07-2104 · Cited by 138 · see citing works
German Diabetes Management Programs Improve Quality Of Care And Curb Costs
Stock, S., Drabik-Chamerska, A., Büscher, G., Graf, C. A., Ullrich, W., Gerber, A., Lauterbach, K. W., & Lüngen, M. (2010) · Health Affairs · doi:10.1377/hlthaff.2009.0799 · Cited by 127 · see citing works
Gugiu, P. C., Coryn, C. L. S., Clark, R., & Kuehn, A. (2009) · Chronic Illness · doi:10.1177/1742395309348072 · Cited by 122 · see citing works
Weber, V., Bloom, F. J., Pierdon, S. B., & Wood, C. (2008) · Journal of General Internal Medicine · doi:10.1007/s11606-007-0439-2 · Cited by 121 · see citing works
Rosemann, T. J., Laux, G., Droesemeyer, S., Gensichen, J. S., & Szécsényi, J. (2007) · Journal of Evaluation in Clinical Practice · doi:10.1111/j.1365-2753.2007.00786.x · Cited by 94 · see citing works
Effectiveness Of A Disease Management Program For Patients With Diabetes
Villagra, V. G., & Ahmed, T. (2004) · Health Affairs · doi:10.1377/hlthaff.23.4.255 · Cited by 92 · see citing works
Nezu, S., Okamoto, N., Morikawa, M., Saeki, K., Obayashi, K., Tomioka, K., Komatsu, M., Iwamoto, J., & Kurumatani, N. (2014) · Journal of Epidemiology · doi:10.2188/jea.je20130131 · Cited by 39 · see citing works
Stark, R. G., Schunk, M. V., Meisinger, C., Rathmann, W., Leidl, R., Holle, R., & for the KORA Study Group (2011) · Diabetes/Metabolism Research and Reviews · doi:10.1002/dmrr.1186 · Cited by 34 · see citing works
Bloom, F. J., Graf, T. R., Anderer, T., & Stewart, W. F. (2010) · Diabetes Spectrum · doi:10.2337/diaspect.23.3.165 · Cited by 19 · see citing works
Ostermann, H., Hoess, V., & Mueller, M. (2012) · BMC Public Health · doi:10.1186/1471-2458-12-490 · Cited by 17 · see citing works
Chiou, S., Campbell, C. R., Horswell, R. L., Myers, L., & Culbertson, R. (2009) · BMC Health Services Research · doi:10.1186/1472-6963-9-223 · Cited by 13 · see citing works
Population-Based Disease Management in the German Statutory Health Insurance
Stock, S., Redaèlli, M., & Lauterbach, K. W. (2006) · Disease Management & Health Outcomes · doi:10.2165/00115677-200614010-00002 · Cited by 9 · see citing works
Elkeles, T., Heinze, S., & Eifel, R. (2007) · Das Gesundheitswesen · doi:10.1055/s-2007-970053 · Cited by 7 · see citing works
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2016 ESC Guidelines for the management of atrial fibrillation developed in collaboration with EACTS
Kirchhof, P. F., Benussi, S., Kotecha, D., Ahlsson, A., Atar, D., Casadei, B., Castellà, M., Diener, H., Heidbüchel, H., Hendriks, J., et al. (2016) · EP Europace · doi:10.1093/europace/euw295 · Cited by 6,438 · see citing works
2016 ESC Guidelines for the management of atrial fibrillation developed in collaboration with EACTS
Kirchhof, P., Benussi, S., Kotecha, D., Ahlsson, A., Atar, D., Casadei, B., Castella, M., Diener, H.-C., Heidbuchel, H., Hendriks, J., et al. (2016) · European Heart Journal · doi:10.1093/eurheartj/ehw210 · Cited by 6,418 · see citing works
2016 ESC Guidelines for the management of atrial fibrillation developed in collaboration with EACTS
Kirchhof, P., Benussi, S., Kotecha, D., Ahlsson, A., Atar, D., Casadei, B., Castella, M., Diener, H.-C., Heidbuchel, H., Hendriks, J., et al. (2016) · European Journal of Cardio-Thoracic Surgery · doi:10.1093/ejcts/ezw313 · Cited by 1,403 · see citing works
The future of atrial fibrillation management: integrated care and stratified therapy
Kirchhof, P. F. (2017) · The Lancet · doi:10.1016/s0140-6736(17)31072-3 · Cited by 179 · see citing works
2018 Korean Guideline of Atrial Fibrillation Management
Joung, B., Lee, J., Lee, K. H., Kim, T., Choi, E., Lim, W., Kang, K., Uhm, J., Lim, H. E., Park, J., et al. (2018) · Korean Circulation Journal · doi:10.4070/kcj.2018.0339 · Cited by 154 · see citing works
Hower, K. I., Vennedey, V., Hillen, H. A., Kuntz, L., Stock, S., Pfaff, H., & Ansmann, L. (2019) · BMJ Open · doi:10.1136/bmjopen-2018-027591 · Cited by 97 · see citing works
Fastenau, J. M., Kolotkin, R. L., Fujioka, K., Alba, M., Canovatchel, W. J., & Traina, S. (2019) · Clinical Obesity · doi:10.1111/cob.12309 · Cited by 78 · see citing works
Arditi, C., Iglesias, K., & Peytremann‐Bridevaux, I. (2018) · International Journal for Quality in Health Care · doi:10.1093/intqhc/mzy091 · Cited by 39 · see citing works
Bailey-Davis, L. D., Kling, S. M. R., Cochran, W., Hassink, S. G., Hess, L. B., Hosterman, J. F., Lutcher, S., Marini, M. E., Mowery, J., Paul, I. M., et al. (2018) · Translational Behavioral Medicine · doi:10.1093/tbm/ibx046 · Cited by 23 · see citing works
Leidner, C., Vennedey, V., Hillen, H. A., Ansmann, L., Stock, S., Kuntz, L., Pfaff, H., & Hower, K. I. (2021) · BMJ Open · doi:10.1136/bmjopen-2021-050054 · Cited by 21 · see citing works
Alves, K. C. G., Guimarães, R. A., de Souza, M. R., & Neto, O. L. D. M. (2019) · BMC Health Services Research · doi:10.1186/s12913-019-4737-2 · Cited by 20 · see citing works
Konerding, U., Redaèlli, M., Ackermann, K., Altin, S. V., Appelbaum, S., Biallas, B., Bödecker, A.-W., Botzenhardt, S., Chermette, C., Cichocki, M., et al. (2021) · Trials · doi:10.1186/s13063-021-05636-4 · Cited by 17 · see citing works
The (Missed) Potential of the Patient-centered Medical Home for Disparities
Reibling, N., & Rosenthal, M. B. (2015) · Medical Care · doi:10.1097/mlr.0000000000000451 · Cited by 19 · see citing works
Quality improvement in diabetes—successful in achieving better care with hopes for prevention
HAW, J. S., Narayan, K. M. V., & Ali, M. K. (2015) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.12950 · Cited by 16 · see citing works
Profili, F., Bellini, I., Zuppiroli, A., Seghieri, G., Barbone, F., & Francesconi, P. (2016) · European Journal of Public Health · doi:10.1093/eurpub/ckw181 · Cited by 16 · see citing works
An, L., Yu, Q., Tang, H., Li, X., Wang, D., Tang, Q., Xing, H., He, Y., Zhao, X., Zhao, S., et al. (2022) · Frontiers in Endocrinology · doi:10.3389/fendo.2022.859266 · Cited by 13 · see citing works
Liu, N., & Kauffman, R. J. (2020) · Information & Management · doi:10.1016/j.im.2020.103315 · Cited by 9 · see citing works
Evans, J. M., Wheeler, S. M., Sati, S., Gradin, S., MacKinnon, M., & Blake, P. G. (2021) · International Journal of Integrated Care · doi:10.5334/ijic.5587 · Cited by 7 · see citing works
Diabetes in China and the Western Pacific Region
Chan, J. C. N., Chow, E., & Luk, A. O. Y. (2016) · Springer eBooks · doi:10.1007/978-3-319-41559-8_5 · Cited by 5 · see citing works
Type 2 diabetes: patient assessment of chronic illness care
Aghili, R., Valojerdi, A. E., Farshchi, A., & Khamseh, M. E. (2021) · Journal of Diabetes & Metabolic Disorders · doi:10.1007/s40200-020-00540-1 · Cited by 5 · see citing works
Molló, À., Vlacho, B., Gratacòs, M., Mata‐Cases, M., Rubinat, E., Berenguera, A., Real, J., Puig-Treserra, R., Cos, X., Franch‐Nadal, J., et al. (2022) · Diabetes Obesity and Metabolism · doi:10.1111/dom.14951 · Cited by 5 · see citing works
Scholl, M., Amerkamp, J., Chermette, C., Frank, F., Funke, C., Giesen, L., Haas, V., Heßbrügge, M., Küppers, L., Pilic, L., et al. (2024) · BMC Public Health · doi:10.1186/s12889-024-20034-6 · Cited by 4 · see citing works
Eldor, R., Merzon, E., Shpigelman, M., Tamir, O., Vinker, S., Raz, I., Merhasin, I., Wald, D., & Golan‐Cohen, A. (2021) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2021.108896 · Cited by 4 · see citing works
Park, J., Joung, B., Kim, J., Kim, J., Park, H. W., Park, Y. M., Uhm, J., Ahn, J., Lee, D. I., Kim, J. S., et al. (2018) · Korean Journal of Medicine · doi:10.3904/kjm.2018.93.4.336 · Cited by 2 · see citing works
Approaches to Integrated Diabetes Care: United States: San Francisco
Thom, D. H., & Bodenheimer, T. S. (2016) · Springer eBooks · doi:10.1007/978-3-319-13389-8_3 · Cited by 2 · see citing works
Diabetes Tele-Health Program for Hispanic Veterans: Program Evaluation
Eisenbise, D. A. (2015) · UA Campus Repository (The University of Arizona) · Cited by 2 · see citing works
Zukünftige Ausgestaltung der Diabetesversorgung
Mohrmann, M., Altin, S. V., Fuhrmann, P., & Rupprecht, C. J. (2018) · Der Diabetologe · doi:10.1007/s11428-018-0382-3 · Cited by 1 · see citing works
5. The Role of Health Care Systems in Chronic Disease Prevention and Control
Atwell, K., & Smith, M. A. (2016) · American Public Health Association eBooks · doi:10.2105/9780875532783ch05
Breitenstein, A., & Steffel, J. (2017) · Praxis · doi:10.1024/1661-8157/a002725
Decades Trend of Emergency Department System Operations
Zayed, S. B., Gani, A., Gadelrab, H. F., & Othman, M. K. B. (2020) · Studies in systems, decision and control · doi:10.1007/978-3-030-53832-3_3
Vennedey, V., Peltzer, S., Shukri, A., Müller, H., Jessen, F., Albus, C., & Stock, S. (2020) · Journal of Primary Care & Community Health · doi:10.1177/2150132720976235
Self-assessed quality of care among adults with diagnosed diabetes in Germany
Baumert, J. J., Paprott, R., Du, Y., Heidemann, C., & Scheidt‐Nave, C. (2021) · PubMed Central · doi:10.25646/8329
Fidelity and costs of implementing the integrated chronic disease management model in South Africa
Lebina, L. (2021) · Open University of Cape Town (University of Cape Town)
Zayed, S. B., Gani, A., & Othman, M. K. B. (2020) · Studies in systems, decision and control · doi:10.1007/978-3-030-53832-3_5
Konerding, U., Redaèlli, M., Ackermann, K., Altin, S. V., Appelbaum, S., Biallas, B., Bödecker, A.-W., Botzenhardt, S., Chermette, C., Cichocki, M., et al. (2021) · doi:10.20378/irb-51693
5. The Role of Health Care Systems in Chronic Disease Prevention and Control
Atwell, K., & Smith, M. A. (2023) · American Public Health Association eBooks · doi:10.2105/9780875533377ch05
Lourimi, N., Elkefi, S., & Layeb, S. B. (2024) · IEEE International Conference on Advanced Systems and Emergent Technologies (IC_ASET) · doi:10.1109/ic_aset61847.2024.10596164
Dede, B., & Eser, E. (2024) · Muğla Sıtkı Koçman Üniversitesi Tıp Dergisi · doi:10.47572/muskutd.1444546
Selbsteingeschätzte Versorgungsqualität des Diabetes
Buchmann, M., Du, Y., Baumert, J. J., Krause, L., Weise, S., & Heidemann, C. (2024) · Die Diabetologie · doi:10.1007/s11428-024-01255-0
Konerding, U., Redaèlli, M., Ackermann, K., Altin, S. V., Appelbaum, S., Biallas, B., Bödecker, A.-W., Botzenhardt, S., Chermette, C., Cichocki, M., et al. (2021) · Figshare · doi:10.6084/m9.figshare.16689585
Konerding, U., Redaèlli, M., Ackermann, K., Altin, S. V., Appelbaum, S., Biallas, B., Bödecker, A.-W., Botzenhardt, S., Chermette, C., Cichocki, M., et al. (2021) · Figshare · doi:10.6084/m9.figshare.16689588
Konerding, U., Redaèlli, M., Ackermann, K., Altin, S. V., Appelbaum, S., Biallas, B., Bödecker, A.-W., Botzenhardt, S., Chermette, C., Cichocki, M., et al. (2021) · Figshare · doi:10.6084/m9.figshare.16689582
Konerding, U., Redaèlli, M., Ackermann, K., Altin, S. V., Appelbaum, S., Biallas, B., Bödecker, A.-W., Botzenhardt, S., Chermette, C., Cichocki, M., et al. (2021) · Figshare · doi:10.6084/m9.figshare.16689579
- Authors
- Stock, S., Pitcavage, J. M., Simic, D., Altin, S., Graf, C., Feng, W., & Graf, T. R.
- Affiliations
- University Hospital Cologne (DE)
- Pennsylvania State University (US)
- Dusan Simic is a scientific associate at the Institute of Health Economics and Clinical Epidemiology, University Hospital of Cologne.
- Christian Graf is head of the Department of Product Development, Health Care Management, and Prevention at Barmer, in Wuppertal, Germany.
- Geisinger Health System (US)
- Venue
- Health Affairs
- Publisher
- Health Affairs Publishing, LLC
- Published
- 2014-09
- Volume
- 33
- Issue
- 9
- Pages
- 1540-1548
- ISSN
- 0278-2715 (ISSN-L)
- 1544-5208
- OpenAlex
- W2027009401
- Cited by
- 44
- References
- 26
- Citations by year
- 2024: 4 · 2023: 1 · 2022: 2 · 2021: 12 · 2020: 4 · 2019: 3 · 2018: 5 · 2017: 2 · 2016: 7 · 2015: 4
- FWCI
- 3.49
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Health Affairs (publishedVersion)
- PubMed (publishedVersion)
- Kölner Universitäts PublikationsServer (Universität zu Köln) (publishedVersion)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Health Sciences › Health Professions › General Health Professions › Primary Care and Health Outcomes
- Health Sciences › Medicine › Epidemiology › Chronic Disease Management Strategies
- Keywords
- Chronic Care Model, type 2 diabetes, patient-centered care, quality of care, patient experience, care coordination, quality improvement, models of care, Geisinger Health System, Barmer, United States and Germany comparison
- MeSH terms
- Chronic Disease, Cross-Sectional Studies, Delivery of Health Care, Diabetes Mellitus, Type 2, Female, Germany, Health Services Research, Humans, Male, Pennsylvania, Quality of Health Care, United States, Models, Organizational, Patient-Centered Care, Disease Management, Quality Improvement
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