Aday, L.A., Andersen, R.: A framework for the study of access to medical care. Health Serv. Res. 9, (1974)

Andersen, R., Newman, J.F.: Societal and individual determinants of Medical Care utilization in the United States. Milbank Q. 83 (2005). https://doi.org/10.1111/j.1468-0009.2005.00428.x

Banker, R.D., Charnes, A., Cooper, W.W.: Some models for estimating Technical and Scale Inefficiencies in Data Envelopment Analysis. Manage. Sci. 30 (1984). https://doi.org/10.1287/mnsc.30.9.1078

Bello-Chavolla, O.Y., Rojas-Martinez, R., Aguilar-Salinas, C.A., Hernández-Avila, M.: Epidemiology of diabetes mellitus in Mexico. Nutr. Rev. 75 (2017). https://doi.org/10.1093/nutrit/nuw030

Biswas, T., Haider, M.M., das Gupta, R., Uddin, J.: Assessing the readiness of health facilities for diabetes and cardiovascular services in Bangladesh: A cross-sectional survey. BMJ Open. 8 (2018). https://doi.org/10.1136/bmjopen-2018-022817

Bloom, N., Propper, C., Seiler, S., van Reenen, J.: Management Practices in Hospitals., London (2009)

Bogetoft, P., Otto, L.: Benchmarking with DEA. SFA, and R. Springer New York, New York, NY (2011)

Book  Google Scholar 

Bradley, E.H.: Hospital strategies for reducing risk-standardized mortality rates in Acute myocardial infarction. Ann. Intern. Med. 156 (2012). https://doi.org/10.7326/0003-4819-156-9-201205010-00003

Bradley, E.H., Taylor, L.A., Cuellar, C.J.: Management matters: A leverage point for Health Systems strengthening in Global Health. Int. J. Health Policy Manag. 4 (2015). https://doi.org/10.15171/ijhpm.2015.101

CENAPRECE Secretaria de Salud: Manual de implementación UNEME enfermedades crónicas: Sobrepeso, riesgo cadiovascular y diabetes., México D.F:. (2011)

Charnes, A., Cooper, W.W., Rhodes, E.: Measuring the efficiency of decision making units. Eur. J. Oper. Res. 2 (1978). https://doi.org/10.1016/0377-2217(78)90138-8

Clement, J.P., Valdmanis, V.G., Bazzoli, G.J., Zhao, M., Chukmaitov, A.: Is more better? An analysis of hospital outcomes and efficiency with a DEA model of output congestion. Health Care Manag Sci. 11 (2008). https://doi.org/10.1007/s10729-007-9025-8

Codispoti, C., Douglas, M.R., McCallister, T., Zuniga, A.: The use of a multidisciplinary team care approach to improve glycemic control and quality of life by the prevention of complications among diabetic patients. J. Okla. State Med. Assoc. 97, (2004)

Collet, T.-H., Salamin, S., Zimmerli, L., Kerr, E.A., Clair, C., Picard-Kossovsky, M., Vittinghoff, E., Battegay, E., Gaspoz, J.-M., Cornuz, J., Rodondi, N.: The quality of primary care in a country with Universal Health Care Coverage. J. Gen. Intern. Med. 26, 724–730 (2011). https://doi.org/10.1007/s11606-011-1674-0

Article  PubMed  PubMed Central  Google Scholar 

Conron, M., Denton, E.: Improving outcomes in lung cancer: The value of the multidisciplinary health care team. J. Multidiscip Healthc. (2016). https://doi.org/10.2147/JMDH.S76762

Article  PubMed  PubMed Central  Google Scholar 

Contreras-Loya, D., Reding-Bernal, A., Gómez-Dantés, O.: Evaluation of a comprehensive model for the treatment of hypertension, diabetes, and obesity in Mexico: A retrospective longitudinal study. The Lancet. 381, 33 (2013). https://doi.org/10.1016/S0140-6736(13)61287-8

Article  Google Scholar 

Das, J., Gertler, P.J.: Variations in practice quality in five low-income countries: A conceptual overview. Health Aff. 26 (2007). https://doi.org/10.1377/hlthaff.26.3.w296

Das, J., Hammer, J.: Which doctor? Combining vignettes and item response to measure clinical competence. J. Dev. Econ. 78 (2005). https://doi.org/10.1016/j.jdeveco.2004.11.004

Davidson, J.A.: The increasing role of Primary Care Physicians in Caring for patients with type 2 diabetes Mellitus. Mayo Clin. Proc. 85 (2010). https://doi.org/10.4065/mcp.2010.0466

Donabedian, A.: Evaluating the quality of Medical Care. Milbank Q. 83, 691–729 (2005). https://doi.org/10.1111/j.1468-0009.2005.00397.x

Article  PubMed  PubMed Central  Google Scholar 

Dorgan, S., Layton, D., Bloom, N., Homkes, R., Sadun, R.: Management in Healthcare: why good Practice Really Matters. Centre for Economic Performance, LSE, London (2010)

Google Scholar 

Elias, M.A., Pati, M.K., Aivalli, P., Srinath, B., Munegowda, C., Shroff, Z.C., Bigdeli, M., Srinivas, P.N.: Preparedness for delivering non-communicable disease services in primary care: Access to medicines for diabetes and hypertension in a district in south India. BMJ Glob Health. 2 (2018). https://doi.org/10.1136/bmjgh-2017-000519

Escobar, T.J.A., Arredondo, L.A.: Revisión y análisis sobre la efectividad del modelo multidisciplinario para la atención de la diabetes. Horizonte sanitario. 18, 261–268 (2019)

Google Scholar 

Gabert, R., Ng, M., Sogarwal, R., Bryant, M., Deepu, R., McNellan, C.R., Mehra, S., Phillips, B., Reitsma, M., Thomson, B., Wilson, S., Wollum, A., Gakidou, E., Duber, H.C.: Identifying gaps in the continuum of care for hypertension and diabetes in two indian communities. BMC Health Serv Res. 17 (2017). https://doi.org/10.1186/s12913-017-2796-9

Gapenski, L.C., Pink, G.H.: Understanding Healthcare Financial Management. Health Administration Press, Washington, DC (2007)

Google Scholar 

Gertler, P.J., Waldman, D.M.: Quality-adjusted cost functions and policy evaluation in the nursing Home Industry. J. Polit. Econ. 100 (1992). https://doi.org/10.1086/261859

Hutchinson, P.L., Do, M., Agha, S.: Measuring client satisfaction and the quality of family planning services: A comparative analysis of public and private health facilities in Tanzania, Kenya and Ghana. BMC Health Serv Res. 11 (2011). https://doi.org/10.1186/1472-6963-11-203

INEGI:, Instituto Nacional de Salud Pública, Secretaria de Salud: Encuesta Nacional de Salud y Nutricion 2018. Presentación de resultados

Instituto Mexicano del Seguro Social: Tratamiento de la Diabetes Mellitus tipo 2 en el Primer Nivel de Atención. Instituto Mexicano del Seguro Social, México (2014)

Google Scholar 

Jacobs, R., Smith, P.C., Street, A.: Measuring Efficiency in Health care. Cambridge University Press, Cambridge (2006)

Book  Google Scholar 

Jacobs, B., Hill, P., Bigdeli, M., Men, C.: Managing non-communicable diseases at health district level in Cambodia: A systems analysis and suggestions for improvement. BMC Health Serv Res. 16 (2015). https://doi.org/10.1186/s12913-016-1286-9

Jolliffe, I.: Principal Component Analysis. Springer-Verlag, New York (2002)

Google Scholar 

Kabene, S.M., Orchard, C., Howard, J.M., Soriano, M.A., Leduc, R.: The importance of human resources management in health care: A global context. Hum. Resour. Health. 4 (2006). https://doi.org/10.1186/1478-4491-4-20

Kirigia, J.M., Asbu, E.Z.: Technical and scale efficiency of public community hospitals in Eritrea: An exploratory study. Health Econ. Rev. 3 (2013). https://doi.org/10.1186/2191-1991-3-6

Löthgren, M., Tambour, M.: Scale Efficiency and Scale Elasticity in DEA-models: A Bootstrapping Approach. Economic Research Inst (1996)

McConnell, K.J., Chang, A.M., Maddox, T.M., Wholey, D.R., Lindrooth, R.C.: An exploration of management practices in hospitals. Healthcare. 2 (2014). https://doi.org/10.1016/j.hjdsi.2013.12.014

McConnell, K.J., Lindrooth, R.C., Wholey, D.R., Maddox, T.M., Bloom, N.: Modern Management Practices and Hospital admissions. Health Econ. 25 (2016). https://doi.org/10.1002/hec.3171

McGill, M., Blonde, L., Chan, J.C.N., Khunti, K., Lavalle, F.J., Bailey, C.J.: The interdisciplinary team in type 2 diabetes management: Challenges and best practice solutions from real-world scenarios. J. Clin. Transl Endocrinol. 7 (2017). https://doi.org/10.1016/j.jcte.2016.12.001

McGlynn, E.A., Shekelle, P.G.: Identifying, Categorizing, and Evaluating Health care Efficiency Measures. Agency for Healthcare Research and Quality (2008)

Moucheraud, C.: Service Readiness for Noncommunicable Diseases was low in five countries in 2013–15. Health Aff. 37 (2018). https://doi.org/10.1377/hlthaff.2018.0151

Nuche-Berenguer, B., Kupfer, L.E.: Readiness of Sub-Saharan Africa Healthcare Systems for the New Pandemic, Diabetes: A Systematic Review. J Diabetes Res. (2018). (2018). https://doi.org/10.1155/2018/9262395

Olaiz-Fernández, G., Rojas, R., Aguilar-Salinas, C.A., Rauda, J., Villalpando, S.: Diabetes mellitus en adultos mexicanos. Resultados de la Encuesta Nacional de Salud 2000. Salud Publica Mex. 49, 331–337 (2007)

Article  Google Scholar 

Pascale, R., Sternin, J., Sternin, M.: The power of positive deviance: How unlikely innovators solve the World’s toughest problems. Interaction. 8, 98–101 (2010)

Google Scholar 

Ramanathan, R.: An Introduction to Data Envelopment Analysis: A tool for Performance Measurement. SAGE Publishing, N.Delhi (2003)

Google Scholar 

Rannan-Eliya, R.P., Wijemanne, N., Liyanage, I.K., Jayanthan, J., Dalpatadu, S., Amarasinghe, S., Anuranga, C.: The quality of outpatient primary care in public and private sectors in Sri Lanka—how well do patient perceptions match reality and what are the implications? Health Policy Plan. 30, i59–i74 (2015). https://doi.org/10.1093/heapol/czu115

Article  PubMed  Google Scholar 

Reiss-Brennan, B., Brunisholz, K.D., Dredge, C., Briot, P., Grazier, K., Wilcox, A., Savitz, L., James, B.: Association of Integrated Team-Based Care with Health Care Quality, utilization, and cost. JAMA. 316 (2016). https://doi.org/10.1001/jama.2016.11232

Rencher, A.: Methods of Multivariate Analysis. John Wily & Sons Inc (2003)

Secretaría de Salud: : Emite la Secretaría de Salud emergencia epidemiológica por diabetes mellitus y obesidad, https://www.gob.mx/salud/prensa/emite-la-secretaria-de-salud-emergencia-epidemiologica-por-diabetes-mellitus-y-obesidad

Sherman, H.D., Zhu, J.: Service Productivity Management. Springer US, Boston, MA (2006)

Book  Google Scholar 

Shortell, S.M., Zimmerman, J.E., Rousseau, D.M., Gillies, R.R., Wagner, D.P., Draper, E.A., Knaus, W.A., Joanne, D.: The performance of Intensive Care units: Does Good Management make a difference? Med Care. Med. Care. 32, 508–525 (1994)

Article  CAS  PubMed  Google Scholar 

Siaw, M.Y.L., Malone, D.C., Ko, Y., Lee, J.Y.-C.: Cost-effectiveness of multidisciplinary collaborative care versus usual care in the management of high-risk patients with diabetes in Singapore: Short-term results from a randomized controlled trial. J. Clin. Pharm. Ther. 43 (2018). https://doi.org/10.1111/jcpt.12700

Simar, L., Wilson, P.W.: Estimation and inference in two-stage, semi-parametric models of production processes. J. Econom. 136 (2007). https://doi.org/10.1016/j.jeconom.2005.07.009

Sosa-Rubí, S.G., Contreras-Loya, D., Pedraza-Arizmendi, D., Chivardi-Moreno, C., Alarid-Escudero, F., López-Ridaura, R., Servan-Mori, E., Molina-Cuevas, V., Casales-Hernández, G., Espinosa-López, C., González-Roldán, J.F., Silva-Tinoco, R., Seiglie, J., Gómez-Dantés, O.: Cost-effectiveness analysis of a multidisciplinary health-care model for patients with type-2 diabetes implemented in the public sector in Mexico: A quasi-experimental, retrospective evaluation. Diabetes Res. Clin. Pract. 167 (2020). https://doi.org/10.1016/j.diabres.2020.108336

Sosa-Rubí, S.G., Bautista-Arredondo, S., Chivardi-Moreno, C., Contreras-Loya, D., la Hera-Fuentes, G., Opuni, M.: Efficiency, quality, and management practices in health facilities providing outpatient HIV services in Kenya, Nigeria, Rwanda, South Africa and Zambia. Health Care Manag Sci. 24 (2021). https://doi.org/10.1007/s10729-020-09541-1

StataCorp: Stata Statistical Software: Release 15. College Station. StataCorp LLC, TX (2017)

Google Scholar 

Sun, H., Saeedi, P., Karuranga, S., Pinkepank, M., Ogurtsova, K., Duncan, B.B., Stein, C., Basit, A., Chan, J.C.N., Mbanya, J.C., Pavkov, M.E., Ramachandaran, A., Wild, S.H., James, S., Herman, W.H., Zhang, P., Bommer, C., Kuo, S., Boyko, E.J., Magliano, D.J.: IDF Diabetes Atlas: Global, regional and country-level diabetes prevalence estimates for 2021 and projections for 2045. Diabetes Res. Clin. Pract. 183, 109119 (2022). https://doi.org/10.1016/j.diabres.2021.109119

Article  PubMed  Google Scholar 

Tan, H.Q.M., Chin, Y.H., Ng, C.H., Liow, Y., Devi, M.K., Khoo, C.M., Goh, L.H.: Multidisciplinary team approach to diabetes. An outlook on providers’ and patients’ perspectives. Prim. Care Diabetes. 14 (2020). https://doi.org/10.1016/j.pcd.2020.05.012

Tao, L., Wilson, E.C.F., Wareham, N.J., Sandbæk, A., Rutten, G.E.H.M., Lauritzen, T., Khunti, K., Davies, M.J., Borch-Johnsen, K., Griffin, S.J., Simmons, R.K.: Cost‐effectiveness of intensive multifactorial treatment compared with routine care for individuals with screen‐detected type 2 diabetes: Analysis. Diabet. Med. 32 (2015). https://doi.org/10.1111/dme.12711 of the < scp > ADDITION ‐ UK cluster‐randomized controlled trial

Villalpando, S.M.D., de la Cruz, V., Rojas, R., Shamah-Levy, T., Ávila, M.A., Gaona, B., Rebollar, R., Hernández, L.: Prevalence and distribution of type 2 diabetes mellitus in mexican adult population. A probabilistic survey. Salud Publica Mex. 52, 19–26 (2010)

Article  Google Scholar 

Wranik, W.D., Price, S., Haydt, S.M., Edwards, J., Hatfield, K., Weir, J., Doria, N.: Implications of interprofessional primary care team characteristics for health services and patient health outcomes: A systematic review with narrative synthesis. Health Policy (New York). 123 (2019). https://doi.org/10.1016/j.healthpol.2019.03.015