Ansley Kasambara, M.S. Kamndaya, S.J. Masangwi, Atupele N Mulaga
{"title":"马拉维按社会人口特征分列的非传染性疾病和艾滋病毒/艾滋病负担","authors":"Ansley Kasambara, M.S. Kamndaya, S.J. Masangwi, Atupele N Mulaga","doi":"10.29392/001c.91080","DOIUrl":null,"url":null,"abstract":"The co-existence of non-communicable diseases (NCDs) and HIV/AIDS is a health concern that needs to be promptly addressed in Sub-Saharan Africa. However, with limited data, responding to this problem may be difficult. This paper aims to describe the burden of NCDs and HIV/AIDS within patients’ socio-demographic and health facility characteristics across the cities and districts in Malawi. We analysed health facility-based data extracted from NCD patient mastercards from 2019 to 2022 from 70 health facilities in 11 cities and districts in Malawi. Data analysis was done in R using mean, proportions, frequency distributions and charts. Hybrid k-means clustering was used to determine health facilities with similar cases. A total of 29,196 patients had at least one non-communicable disease, with 7.9% having NCDs comorbid with HIV/AIDS. The southern part of Malawi (54.2%), inland locations (69.9%) and health centres (55.3%) recorded large numbers of cases in their respective categories. The health facilities’ case clustering indicated that Neno and Salima district hospitals had similar cases. About 16.1% of the young adults (19 - 39 years) had either a non-communicable disease or NCD-HIV/AIDS comorbidity. The most prominent NCD was hypertension (63.2%), followed by asthma (9.2%). The most commonly employed intervention was medication for NCD (51.6%) and NCD-HIV/AIDS comorbidity (43.4%). Only 13% of all the health facilities in the selected cities/districts used NCD mastercards from which data for this study was extracted. NCDs and NCD-HIV/AIDS comorbidity among young adults pose a major concern since the ailment would lead to days off during the peak of their productivity. The NCD and NCD-HIV/AIDS comorbidity is a major public health problem that needs more attention than realised since the cases reported in this study could be under-reported.","PeriodicalId":73759,"journal":{"name":"Journal of global health reports","volume":"9 5","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Non-communicable diseases and HIV/AIDS burden by socio-demographic characteristics in Malawi\",\"authors\":\"Ansley Kasambara, M.S. Kamndaya, S.J. Masangwi, Atupele N Mulaga\",\"doi\":\"10.29392/001c.91080\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The co-existence of non-communicable diseases (NCDs) and HIV/AIDS is a health concern that needs to be promptly addressed in Sub-Saharan Africa. However, with limited data, responding to this problem may be difficult. This paper aims to describe the burden of NCDs and HIV/AIDS within patients’ socio-demographic and health facility characteristics across the cities and districts in Malawi. We analysed health facility-based data extracted from NCD patient mastercards from 2019 to 2022 from 70 health facilities in 11 cities and districts in Malawi. Data analysis was done in R using mean, proportions, frequency distributions and charts. Hybrid k-means clustering was used to determine health facilities with similar cases. A total of 29,196 patients had at least one non-communicable disease, with 7.9% having NCDs comorbid with HIV/AIDS. The southern part of Malawi (54.2%), inland locations (69.9%) and health centres (55.3%) recorded large numbers of cases in their respective categories. The health facilities’ case clustering indicated that Neno and Salima district hospitals had similar cases. About 16.1% of the young adults (19 - 39 years) had either a non-communicable disease or NCD-HIV/AIDS comorbidity. The most prominent NCD was hypertension (63.2%), followed by asthma (9.2%). The most commonly employed intervention was medication for NCD (51.6%) and NCD-HIV/AIDS comorbidity (43.4%). Only 13% of all the health facilities in the selected cities/districts used NCD mastercards from which data for this study was extracted. NCDs and NCD-HIV/AIDS comorbidity among young adults pose a major concern since the ailment would lead to days off during the peak of their productivity. The NCD and NCD-HIV/AIDS comorbidity is a major public health problem that needs more attention than realised since the cases reported in this study could be under-reported.\",\"PeriodicalId\":73759,\"journal\":{\"name\":\"Journal of global health reports\",\"volume\":\"9 5\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-12-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of global health reports\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.29392/001c.91080\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of global health reports","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.29392/001c.91080","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Non-communicable diseases and HIV/AIDS burden by socio-demographic characteristics in Malawi
The co-existence of non-communicable diseases (NCDs) and HIV/AIDS is a health concern that needs to be promptly addressed in Sub-Saharan Africa. However, with limited data, responding to this problem may be difficult. This paper aims to describe the burden of NCDs and HIV/AIDS within patients’ socio-demographic and health facility characteristics across the cities and districts in Malawi. We analysed health facility-based data extracted from NCD patient mastercards from 2019 to 2022 from 70 health facilities in 11 cities and districts in Malawi. Data analysis was done in R using mean, proportions, frequency distributions and charts. Hybrid k-means clustering was used to determine health facilities with similar cases. A total of 29,196 patients had at least one non-communicable disease, with 7.9% having NCDs comorbid with HIV/AIDS. The southern part of Malawi (54.2%), inland locations (69.9%) and health centres (55.3%) recorded large numbers of cases in their respective categories. The health facilities’ case clustering indicated that Neno and Salima district hospitals had similar cases. About 16.1% of the young adults (19 - 39 years) had either a non-communicable disease or NCD-HIV/AIDS comorbidity. The most prominent NCD was hypertension (63.2%), followed by asthma (9.2%). The most commonly employed intervention was medication for NCD (51.6%) and NCD-HIV/AIDS comorbidity (43.4%). Only 13% of all the health facilities in the selected cities/districts used NCD mastercards from which data for this study was extracted. NCDs and NCD-HIV/AIDS comorbidity among young adults pose a major concern since the ailment would lead to days off during the peak of their productivity. The NCD and NCD-HIV/AIDS comorbidity is a major public health problem that needs more attention than realised since the cases reported in this study could be under-reported.