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Extant process assessment instruments and studies of public health data collection from electronic databases and the relevant institutional websites were reviewed and analyzed following a five-stage framework. Four dimensions covering 12 factors and 149 indicators were identified. The first dimension, data collection management, includes data collection system and quality assurance. The second dimension, data collector, is described by staffing pattern, skill or competence, communication and attitude toward data collection. The third, information system, is assessed by function and technology support, integration of different data collection systems, and device. The fourth dimension, data collection environment, comprises training, leadership, and funding. With empirical testing and contextual analysis, these essential components can be further used to develop a framework for measuring the quality of the data collection process for public health information systems. <\/jats:p>","DOI":"10.1177\/1460458219848622","type":"journal-article","created":{"date-parts":[[2019,5,29]],"date-time":"2019-05-29T12:28:30Z","timestamp":1559132910000},"page":"664-682","update-policy":"http:\/\/dx.doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":9,"title":["Identification of the essential components of quality in the data collection process for public health information systems"],"prefix":"10.1177","volume":"26","author":[{"given":"Hong","family":"Chen","sequence":"first","affiliation":[{"name":"University of Wollongong, Australia; Jiangxi Provincial Centre for Disease Prevention and Control, China"}]},{"ORCID":"http:\/\/orcid.org\/0000-0002-7910-9396","authenticated-orcid":false,"given":"Ping","family":"Yu","sequence":"additional","affiliation":[{"name":"University of Wollongong, Australia; Illawarra Health and Medical Research Institute, Australia"}]},{"given":"David","family":"Hailey","sequence":"additional","affiliation":[]},{"given":"Tingru","family":"Cui","sequence":"additional","affiliation":[{"name":"University of Wollongong, Australia"}]}],"member":"179","published-online":{"date-parts":[[2019,5,29]]},"reference":[{"key":"bibr1-1460458219848622","doi-asserted-by":"publisher","DOI":"10.1007\/0-387-22745-8_1"},{"key":"bibr2-1460458219848622","unstructured":"World Health Organization. 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