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A systematic search across six databases (PubMed\/MEDLINE, Embase, Scopus, Web of Science, CINAHL, and Google Scholar) identified 1,842 records, of which 1,219 unique records were screened after de-duplication and automated exclusion; 47 full-text reports were assessed for eligibility and 11 studies met all inclusion criteria. The prevalence of individuals classified as high-risk for non-communicable diseases using the CBAC varied substantially, ranging from 14.4% to 68.6%. Higher CBAC scores were consistently associated with advancing age, tobacco and alcohol use, physical inactivity, increased waist circumference, family history of NCDs, and lower educational attainment. The diagnostic performance of CBAC showed moderate accuracy, with area under the curve values ranging from 0.62\u20130.73, and this variation was systematically related to the reference standard used: performance was weakest against a disease-specific standard (diabetes) and strongest against broader risk constructs (metabolic syndrome, general NCD risk). The reported sensitivity ranged from 42.9% to 84.7%, while the specificity ranged from 48.8% to 87.5%.<\/jats:p>","DOI":"10.1177\/01632787261489604","type":"journal-article","created":{"date-parts":[[2026,9,11]],"date-time":"2026-09-11T21:26:47Z","timestamp":1789162007000},"update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":0,"title":["Systematic Review on Community-Based Assessment Checklist Tool in Indian Set Up"],"prefix":"10.1177","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0249-2742","authenticated-orcid":false,"given":"Shrikanth","family":"Muralidharan","sequence":"first","affiliation":[{"name":"Subharti Medical College"},{"name":"Swami Vivekanand Subharti University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pawan","family":"Parashar","sequence":"additional","affiliation":[{"name":"Subharti Medical College"},{"name":"Swami Vivekanand Subharti University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tejaswi","family":"Sevekari","sequence":"additional","affiliation":[{"name":"Saheli HIV\/AIDS Karyakarta Sangha"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2026,9,11]]},"reference":[{"issue":"1","key":"e_1_3_4_2_1","first-page":"167","article-title":"Primary health care model for non-communicable diseases management during COVID-19 pandemic in the Islamic Republic of Iran","volume":"36","author":"Akrami F.","year":"2022","unstructured":"Akrami F., Riazi-Isfahani S., Mahdavi Hazaveh A., Ghanbari Motlagh A., Najmi M., Afkar M., Moghisi A., Ranjbar M., Hamelmann C., Raeisi A., Ostovar A. (2022). Primary health care model for non-communicable diseases management during COVID-19 pandemic in the Islamic Republic of Iran. Medical Journal of the Islamic Republic of Iran, 36(1), 167. https:\/\/doi.org\/10.47176\/mjiri.36.167","journal-title":"Medical Journal of the Islamic Republic of Iran"},{"key":"e_1_3_4_3_1","doi-asserted-by":"publisher","DOI":"10.47203\/IJCH.2021.v33i02.004"},{"key":"e_1_3_4_4_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0307603"},{"key":"e_1_3_4_5_1","doi-asserted-by":"publisher","DOI":"10.1186\/s12877-022-03481-x"},{"issue":"5","key":"e_1_3_4_6_1","first-page":"LC06","article-title":"Risk assessment for non-communicable diseases among adults in a rural area of Eastern India: A single centre cross-sectional study","volume":"18","author":"Debata I.","year":"2024","unstructured":"Debata I., Mandal D., Behera B. K., Panda P. S., Nayak R., Sahoo P. (2024). Risk assessment for non-communicable diseases among adults in a rural area of Eastern India: A single centre cross-sectional study. Journal of Clinical and Diagnostic Research, 18(5), LC06\u2013LC09. https:\/\/doi.org\/10.7860\/JCDR\/2024\/68827.19403","journal-title":"Journal of Clinical and Diagnostic Research"},{"key":"e_1_3_4_7_1","doi-asserted-by":"publisher","DOI":"10.1136\/bmjopen-2021-049836"},{"key":"e_1_3_4_8_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0283263"},{"key":"e_1_3_4_9_1","doi-asserted-by":"publisher","DOI":"10.1186\/s12889-022-12783-z"},{"key":"e_1_3_4_10_1","article-title":"AI-driven innovations in NCD management: Challenges and solutions based on expert perspectives in Iran's health system","author":"Hadian M.","year":"2025","unstructured":"Hadian M., Khanbebin M. J., Mohammadi M., Jafari A. (2025). AI-driven innovations in NCD management: Challenges and solutions based on expert perspectives in Iran's health system. 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