Quality of Diabetes Care: The Challenges of an Increasing Epidemic in Mexico. Results from Two National Health Surveys (2006 and 2012)
The quality of diabetes care remains suboptimal according to numerous studies assessing the achievement of quality indicators for diabetes care in various healthcare settings. We report about global and specific quality indicators for diabetes care and their association to glycemic control at the po...
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description | The quality of diabetes care remains suboptimal according to numerous studies assessing the achievement of quality indicators for diabetes care in various healthcare settings. We report about global and specific quality indicators for diabetes care and their association to glycemic control at the population level in two national health surveys in Mexico.
We conducted a cross-sectional analysis of the 2006 and 2012 National Health Surveys in Mexico. We examined quality of care for 2,965 and 4,483 adults (≥ 20 years) with diagnosed type 2 diabetes using fourteen simple and two composite indicators derived from self-reported information. In a subsample for both surveys, glycated hemoglobin (HbA1c) was measured at the time of the interview. We obtained survey weight-adjusted estimators using multiple regression models (logistic and linear) with combined data files, including survey year as covariate to assess change.
Global quality of care in 2012 was 40.8%, with a relative improvement of 11.7% between 2006 and 2012. Detections of cardiovascular disease risk factors (dyslipidemia and hypertension) were the indicators with the highest improvement, while non-pharmaceutical treatment and diabetic foot exams showed minor changes. We found a significant association between the quality of the process of diabetes care and glycemic control (OR 2.53, 95% CI 1.63-3.94). Age more than 65 years old, the type of health subsystem, gender (males), and high socio-economic status were also significantly associated to glycemic control.
Quality diabetes care and glycemic control improved and are significantly associated. However, according to international standards, the current situation remains suboptimal. A more holistic approach is needed, with an emphasis on improving quality in outpatient care. |
doi_str_mv | 10.1371/journal.pone.0133958 |
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We conducted a cross-sectional analysis of the 2006 and 2012 National Health Surveys in Mexico. We examined quality of care for 2,965 and 4,483 adults (≥ 20 years) with diagnosed type 2 diabetes using fourteen simple and two composite indicators derived from self-reported information. In a subsample for both surveys, glycated hemoglobin (HbA1c) was measured at the time of the interview. We obtained survey weight-adjusted estimators using multiple regression models (logistic and linear) with combined data files, including survey year as covariate to assess change.
Global quality of care in 2012 was 40.8%, with a relative improvement of 11.7% between 2006 and 2012. Detections of cardiovascular disease risk factors (dyslipidemia and hypertension) were the indicators with the highest improvement, while non-pharmaceutical treatment and diabetic foot exams showed minor changes. We found a significant association between the quality of the process of diabetes care and glycemic control (OR 2.53, 95% CI 1.63-3.94). Age more than 65 years old, the type of health subsystem, gender (males), and high socio-economic status were also significantly associated to glycemic control.
Quality diabetes care and glycemic control improved and are significantly associated. However, according to international standards, the current situation remains suboptimal. A more holistic approach is needed, with an emphasis on improving quality in outpatient care.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0133958</identifier><identifier>PMID: 26230991</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Adult ; Adults ; Ambulatory care ; Blood Glucose - analysis ; Blood pressure ; Cardiovascular disease ; Cardiovascular diseases ; Diabetes ; Diabetes mellitus ; Diabetes Mellitus, Type 2 - epidemiology ; Diabetes Mellitus, Type 2 - therapy ; Dyslipidemia ; Epidemics ; Female ; Glucose ; Health care ; Health care policy ; Health insurance ; Health risks ; Health Surveys ; Hemoglobin ; Hemoglobins ; Humans ; Hypertension ; Indicators ; International standardization ; International standards ; Male ; Males ; Medical care quality ; Metabolic disorders ; Mexico - epidemiology ; Multiple regression models ; Patient care ; Polls & surveys ; Population ; Public health ; Quality ; Quality assessment ; Quality of Health Care ; Regression analysis ; Regression models ; Risk analysis ; Risk factors ; Socioeconomics ; Studies ; Surveys ; Systematic review</subject><ispartof>PloS one, 2015-07, Vol.10 (7), p.e0133958-e0133958</ispartof><rights>COPYRIGHT 2015 Public Library of Science</rights><rights>2015 Flores-Hernández et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2015 Flores-Hernández et al 2015 Flores-Hernández et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c692t-c4449c57ccd6ab10bde30828209622080388155fa6072162b6c8888749582e063</citedby><cites>FETCH-LOGICAL-c692t-c4449c57ccd6ab10bde30828209622080388155fa6072162b6c8888749582e063</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4521912/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4521912/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,2096,2915,23845,27901,27902,53766,53768,79343,79344</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26230991$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Flores-Hernández, Sergio</creatorcontrib><creatorcontrib>Saturno-Hernández, Pedro J</creatorcontrib><creatorcontrib>Reyes-Morales, Hortensia</creatorcontrib><creatorcontrib>Barrientos-Gutiérrez, Tonatiuh</creatorcontrib><creatorcontrib>Villalpando, Salvador</creatorcontrib><creatorcontrib>Hernández-Ávila, Mauricio</creatorcontrib><title>Quality of Diabetes Care: The Challenges of an Increasing Epidemic in Mexico. Results from Two National Health Surveys (2006 and 2012)</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>The quality of diabetes care remains suboptimal according to numerous studies assessing the achievement of quality indicators for diabetes care in various healthcare settings. We report about global and specific quality indicators for diabetes care and their association to glycemic control at the population level in two national health surveys in Mexico.
We conducted a cross-sectional analysis of the 2006 and 2012 National Health Surveys in Mexico. We examined quality of care for 2,965 and 4,483 adults (≥ 20 years) with diagnosed type 2 diabetes using fourteen simple and two composite indicators derived from self-reported information. In a subsample for both surveys, glycated hemoglobin (HbA1c) was measured at the time of the interview. We obtained survey weight-adjusted estimators using multiple regression models (logistic and linear) with combined data files, including survey year as covariate to assess change.
Global quality of care in 2012 was 40.8%, with a relative improvement of 11.7% between 2006 and 2012. Detections of cardiovascular disease risk factors (dyslipidemia and hypertension) were the indicators with the highest improvement, while non-pharmaceutical treatment and diabetic foot exams showed minor changes. We found a significant association between the quality of the process of diabetes care and glycemic control (OR 2.53, 95% CI 1.63-3.94). Age more than 65 years old, the type of health subsystem, gender (males), and high socio-economic status were also significantly associated to glycemic control.
Quality diabetes care and glycemic control improved and are significantly associated. However, according to international standards, the current situation remains suboptimal. A more holistic approach is needed, with an emphasis on improving quality in outpatient care.</description><subject>Adult</subject><subject>Adults</subject><subject>Ambulatory care</subject><subject>Blood Glucose - analysis</subject><subject>Blood pressure</subject><subject>Cardiovascular disease</subject><subject>Cardiovascular diseases</subject><subject>Diabetes</subject><subject>Diabetes mellitus</subject><subject>Diabetes Mellitus, Type 2 - epidemiology</subject><subject>Diabetes Mellitus, Type 2 - therapy</subject><subject>Dyslipidemia</subject><subject>Epidemics</subject><subject>Female</subject><subject>Glucose</subject><subject>Health care</subject><subject>Health care policy</subject><subject>Health insurance</subject><subject>Health risks</subject><subject>Health Surveys</subject><subject>Hemoglobin</subject><subject>Hemoglobins</subject><subject>Humans</subject><subject>Hypertension</subject><subject>Indicators</subject><subject>International standardization</subject><subject>International standards</subject><subject>Male</subject><subject>Males</subject><subject>Medical care quality</subject><subject>Metabolic disorders</subject><subject>Mexico - epidemiology</subject><subject>Multiple regression models</subject><subject>Patient care</subject><subject>Polls & surveys</subject><subject>Population</subject><subject>Public health</subject><subject>Quality</subject><subject>Quality assessment</subject><subject>Quality of Health Care</subject><subject>Regression analysis</subject><subject>Regression models</subject><subject>Risk analysis</subject><subject>Risk factors</subject><subject>Socioeconomics</subject><subject>Studies</subject><subject>Surveys</subject><subject>Systematic review</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><sourceid>DOA</sourceid><recordid>eNqNk99u0zAUxiMEYmPwBggsIaHtosV_EifZBdJUBqs0mNgKt5bjnKSu3LjYyVhfgOfGabOpRbsgvoh1_Duf7c_nRNFrgseEpeTDwnaukWa8sg2MMWEsT7In0SHJGR1xitnTnflB9ML7BcYJyzh_Hh1QThnOc3IY_fneSaPbNbIV-qRlAS14NJEOTtFsDmgyl8ZAU4dgAGSDpo1yIL1uanS-0iUstUK6QV_hTis7RtfgO9N6VDm7RLPfFn2TrbbhmOgCpGnn6KZzt7D26JhizINgiSgm9ORl9KySxsOr4X8U_fh8PptcjC6vvkwnZ5cjxXPajlQcx7lKUqVKLguCixIYzmhGcc4pxRlmWUaSpJIcp5RwWnCVhS-NgzcUMGdH0dut7spYLwYLvSApxnGGE5oEYrolSisXYuX0Urq1sFKLTcC6WkjXamVAlAUFHve5SsUqzfO8KNKiKFUmiyqMoPVx2K0rllAqaFonzZ7o_kqj56K2tyJOKMkJDQLHg4CzvzrwrVhqr8AY2YDtNucmWY6TlAX03T_o47cbqFqGC-imsmFf1YuKs5iylPd2BWr8CBXG5r1DvVU6xPcSTvYSAtPCXVvLznsxvbn-f_bq5z77foedb0rIW9P1NeX3wXgLKme9d1A9mEyw6Nvl3g3Rt4sY2iWkvdl9oIek-_5gfwHC_Ay5</recordid><startdate>20150731</startdate><enddate>20150731</enddate><creator>Flores-Hernández, Sergio</creator><creator>Saturno-Hernández, Pedro J</creator><creator>Reyes-Morales, Hortensia</creator><creator>Barrientos-Gutiérrez, Tonatiuh</creator><creator>Villalpando, Salvador</creator><creator>Hernández-Ávila, Mauricio</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>IOV</scope><scope>ISR</scope><scope>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7QO</scope><scope>7RV</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TG</scope><scope>7TM</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB.</scope><scope>KB0</scope><scope>KL.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PATMY</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20150731</creationdate><title>Quality of Diabetes Care: The Challenges of an Increasing Epidemic in Mexico. Results from Two National Health Surveys (2006 and 2012)</title><author>Flores-Hernández, Sergio ; Saturno-Hernández, Pedro J ; Reyes-Morales, Hortensia ; Barrientos-Gutiérrez, Tonatiuh ; Villalpando, Salvador ; Hernández-Ávila, Mauricio</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c692t-c4449c57ccd6ab10bde30828209622080388155fa6072162b6c8888749582e063</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Adult</topic><topic>Adults</topic><topic>Ambulatory care</topic><topic>Blood Glucose - analysis</topic><topic>Blood pressure</topic><topic>Cardiovascular disease</topic><topic>Cardiovascular diseases</topic><topic>Diabetes</topic><topic>Diabetes mellitus</topic><topic>Diabetes Mellitus, Type 2 - epidemiology</topic><topic>Diabetes Mellitus, Type 2 - therapy</topic><topic>Dyslipidemia</topic><topic>Epidemics</topic><topic>Female</topic><topic>Glucose</topic><topic>Health care</topic><topic>Health care policy</topic><topic>Health insurance</topic><topic>Health risks</topic><topic>Health Surveys</topic><topic>Hemoglobin</topic><topic>Hemoglobins</topic><topic>Humans</topic><topic>Hypertension</topic><topic>Indicators</topic><topic>International standardization</topic><topic>International standards</topic><topic>Male</topic><topic>Males</topic><topic>Medical care quality</topic><topic>Metabolic disorders</topic><topic>Mexico - 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Results from Two National Health Surveys (2006 and 2012)</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2015-07-31</date><risdate>2015</risdate><volume>10</volume><issue>7</issue><spage>e0133958</spage><epage>e0133958</epage><pages>e0133958-e0133958</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>The quality of diabetes care remains suboptimal according to numerous studies assessing the achievement of quality indicators for diabetes care in various healthcare settings. We report about global and specific quality indicators for diabetes care and their association to glycemic control at the population level in two national health surveys in Mexico.
We conducted a cross-sectional analysis of the 2006 and 2012 National Health Surveys in Mexico. We examined quality of care for 2,965 and 4,483 adults (≥ 20 years) with diagnosed type 2 diabetes using fourteen simple and two composite indicators derived from self-reported information. In a subsample for both surveys, glycated hemoglobin (HbA1c) was measured at the time of the interview. We obtained survey weight-adjusted estimators using multiple regression models (logistic and linear) with combined data files, including survey year as covariate to assess change.
Global quality of care in 2012 was 40.8%, with a relative improvement of 11.7% between 2006 and 2012. Detections of cardiovascular disease risk factors (dyslipidemia and hypertension) were the indicators with the highest improvement, while non-pharmaceutical treatment and diabetic foot exams showed minor changes. We found a significant association between the quality of the process of diabetes care and glycemic control (OR 2.53, 95% CI 1.63-3.94). Age more than 65 years old, the type of health subsystem, gender (males), and high socio-economic status were also significantly associated to glycemic control.
Quality diabetes care and glycemic control improved and are significantly associated. However, according to international standards, the current situation remains suboptimal. A more holistic approach is needed, with an emphasis on improving quality in outpatient care.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>26230991</pmid><doi>10.1371/journal.pone.0133958</doi><oa>free_for_read</oa></addata></record> |
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subjects | Adult Adults Ambulatory care Blood Glucose - analysis Blood pressure Cardiovascular disease Cardiovascular diseases Diabetes Diabetes mellitus Diabetes Mellitus, Type 2 - epidemiology Diabetes Mellitus, Type 2 - therapy Dyslipidemia Epidemics Female Glucose Health care Health care policy Health insurance Health risks Health Surveys Hemoglobin Hemoglobins Humans Hypertension Indicators International standardization International standards Male Males Medical care quality Metabolic disorders Mexico - epidemiology Multiple regression models Patient care Polls & surveys Population Public health Quality Quality assessment Quality of Health Care Regression analysis Regression models Risk analysis Risk factors Socioeconomics Studies Surveys Systematic review |
title | Quality of Diabetes Care: The Challenges of an Increasing Epidemic in Mexico. Results from Two National Health Surveys (2006 and 2012) |
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