A snapshot of data quality issues in Indonesian community health

Article

Aisyah, Maulidyati and Cockcroft, Sophie. 2014. "A snapshot of data quality issues in Indonesian community health." International Journal of Networking and Virtual Organisations. 14 (3), pp. 280-297.
Article Title

A snapshot of data quality issues in Indonesian community health

ERA Journal ID19470
Article CategoryArticle
AuthorsAisyah, Maulidyati (Author) and Cockcroft, Sophie (Author)
Journal TitleInternational Journal of Networking and Virtual Organisations
Journal Citation14 (3), pp. 280-297
Number of Pages18
Year2014
Place of PublicationUnited Kingdom
ISSN1470-9503
1741-5225
Web Address (URL)http://www.inderscience.com/offer.php?id=65791
Abstract

Healthcare services in Indonesia remain 'poor' by international standards. At the heart of the problem are systemic data quality issues. Little work has been done on health data quality in rural settings in this region. In this work, an exploratory study of data quality within a health centre (HC) in rural Indonesia is carried out with reference to two well-known sets of qualitative data quality measures AIMQ and PRISM. The research aims first to uncover data quality issues within a typical health facility in rural Indonesia, and second to discover whether these problems relate to operational issues. The research uses an inductive, qualitative case study approach using the following methodology. Key data quality issues are identified in the literature; these are used as a framework from which to develop seed questions for data collection via semi structured interviews. The full interview transcripts are analysed manually and using the text mining software Leximancer. Issues relating to data validation and integration are identified. Suggestions are put forward for development action both locally and nationally. This work provides a snapshot of the state of play in a typical rural health facility in Indonesia.

Keywordshealth information systems; HIS; developing countries; PRISM; AIMQ; Leximancer; case study; data quality; Indonesia
ANZSRC Field of Research 2020460504. Data quality
Public Notes

File reproduced in accordance with the copyright policy of the publisher/author.

Byline AffiliationsIslamic University of Indonesia, Indonesia
University of Queensland
Institution of OriginUniversity of Southern Queensland
Permalink -

https://research.usq.edu.au/item/q5197/a-snapshot-of-data-quality-issues-in-indonesian-community-health

Log in to edit

Download files

Published Version
IJNVO140304COCKCROFT.pdf
License: CC BY-ND
File access level: Anyone

  • 103
    total views
  • 186
    total downloads
  • 2
    views this month
  • 1
    downloads this month

Export as

Related outputs

Applying and extending the theory of effective use in a business intelligence context
Trieu, Van-Hau, Burton-Jones, Andrew, Green, Peter and Cockcroft, Sophie. 2022. "Applying and extending the theory of effective use in a business intelligence context." MIS Quarterly. 46 (1), pp. 645-678. https://doi.org/10.25300/MISQ/2022/14880
Systematic review of methodological approaches for designing, assessing and validating business analytics maturity models
Wong, Wai Yip Freddy, Lane, Michael and Cockcroft, Sophie. 2021. "Systematic review of methodological approaches for designing, assessing and validating business analytics maturity models." 2021 International Conference on Information Resources Management: Digital Transformation in a (Post-)Pandemic World. Linz, Austria 19 - 20 May 2021 Austria.
A taxonomy of spatial data integrity constraints
Cockcroft, Sophie. 1997. "A taxonomy of spatial data integrity constraints." Geoinformatica: an international journal on advances of computer science for geographic information systems. 1 (4), pp. 327-343.
A media analysis approach to evaluating national health information infrastructure development
Cockcroft, Sophie. 2009. "A media analysis approach to evaluating national health information infrastructure development." Journal of Systems and Information Technology. 11 (3), pp. 208-229. https://doi.org/10.1108/13287260910983605
Big data in financial management a structured literature review and opportunities for IS research
Cockcroft, Sophie. 2016. "Big data in financial management a structured literature review and opportunities for IS research." Van Der Meer, Rosemary V. (ed.) 27th Australasian Conference on Information Systems (ACIS 2016). Wollongong, Australia 05 - 07 Dec 2016 Australia.
Exploring the impact of IS theory on health informatics
Cockcroft, Sophie. 2015. "Exploring the impact of IS theory on health informatics." Bui, Tung X. and Sprague, Ralph H. (ed.) 48th Hawaii International Conference on System Sciences (HICSS 2015). Kauai, Hawaii 05 - 08 Jan 2015 United States. https://doi.org/10.1109/HICSS.2015.585
The influence of privacy, trust, and national culture on internet transactions
Heales, Jon, Cockcroft, Sophie and Trieu, Van-Hau. 2017. "The influence of privacy, trust, and national culture on internet transactions." Meiselwitz, Gabriele (ed.) 9th International Conference on Social Computing and Social Media (SCSM 2017), held as part of the 19th International Conference on Human-Computer Interaction (HCI International). Vancouver, Canada 09 - 14 Jul 2017 Switzerland. https://doi.org/10.1007/978-3-319-58559-8_14
Telehealth adoption: three case studies at the organisational level
Cockcroft, Sophie and Hendy, Jane. 2018. "Telehealth adoption: three case studies at the organisational level." Lowe, Graham, Miliszewska, Iwona and Beydoun, Ghassan (ed.) 29th Australasian Conference on Information Systems (ACIS 2018). Sydney, Australia 03 - 05 Dec 2018 Australia.
Decision-making performance in big data era: the role of actual business intelligence systems use and affecting external constraints
Trieu, Van-Hau, Cockcroft, Sophie and Perdana, Arif. 2018. "Decision-making performance in big data era: the role of actual business intelligence systems use and affecting external constraints." Bednar, Peter, Frank, Ulrich and Kautz, Karlheinz (ed.) 26th European Conference of Information Systems: Beyond Digitization - Facets of Socio-Technical Change (ECIS 2018). Portsmouth, United kingdom 23 - 28 Jun 2018
Big data opportunities for accounting and finance practice and research
Cockcroft, Sophie and Russell, Mark. 2018. "Big data opportunities for accounting and finance practice and research." Australian Accounting Review. 28 (3), pp. 323-333. https://doi.org/10.1111/auar.12218
The relationship between culture and information privacy policy
Cockcroft, Sophie and Rekker, Saphira. 2016. "The relationship between culture and information privacy policy." Electronic Markets. 26 (1), pp. 55-72. https://doi.org/10.1007/s12525-015-0195-9
How do the design features of health hackathons contribute to participatory medicine?
Day, Karen, Humphrey, Gayl and Cockcroft, Sophie. 2017. "How do the design features of health hackathons contribute to participatory medicine?" Australasian Journal of Information Systems. 21, pp. 1-20. https://doi.org/10.3127/ajis.v21i0.1383
National health IT infrastructure through the media lens
Cockcroft, Sophie. 2013. "National health IT infrastructure through the media lens." Health Policy And Technology. 2 (4), pp. 203-215. https://doi.org/10.1016/j.hlpt.2013.07.003
Data quality in community health: an Indonesian study
Aisyah, Maulidyati and Cockcroft, Sophie. 2013. "Data quality in community health: an Indonesian study." Deng, Hepu and Standing, Craig (ed.) 24th Australasian Conference on Information Systems (ACIS 2013). Melbourne, Australia 04 - 06 Dec 2013 Melbourne, Australia.
How does national culture affect citizens’ rights of access to personal health information and informed consent?
Cockcroft, Sophie, Sandhu, Neelam and Norris, Anthony. 2009. "How does national culture affect citizens’ rights of access to personal health information and informed consent?" Health Informatics Journal. 15 (3), pp. 229-243. https://doi.org/10.1177/1460458209337444
Quantifying the advantage of secondary mathematics study for accounting and finance undergraduates
Alcock, Jamie, Cockcroft, Sophie and Finn, Frank. 2008. "Quantifying the advantage of secondary mathematics study for accounting and finance undergraduates." Accounting and Finance. 48 (5), pp. 697-718. https://doi.org/10.1111/j.1467-629x.2008.00261.x
Econsent: Provenance, Use and Future Role
Cockcroft, Sophie. 2008. "Econsent: Provenance, Use and Future Role." 12th Pacific Asia Conference on Information Systems (PACIS 2008). China 03 - 07 Jul 2008
The Design and Implementation of a Repository for the Management of Spatial Data Integrity Constraints
Cockcroft, Sophie. 2004. "The Design and Implementation of a Repository for the Management of Spatial Data Integrity Constraints." Geoinformatica: an international journal on advances of computer science for geographic information systems. 8 (1), pp. 49-69. https://doi.org/10.1023/B:GEIN.0000007724.37467.ae
Attitudes towards information privacy
Cockcroft, Sophie and Clutterbuck, Peter. 2001. "Attitudes towards information privacy." 12th Australasian Conference on Information Systems (ACIS 2001). Coffs Harbour, Australia 04 - 07 Dec 2001 Australia.
Spatial Data Management in an Integrated Software Engineering Environment
Cockcroft, Sophie. 1998. "Spatial Data Management in an Integrated Software Engineering Environment." 1998 International Conference Software Engineering: Education and Practice. New Zealand 29 - 29 Jan 1998 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/SEEP.1998.707648
Estimating CASE development size from outline specifications
Cockcroft, Sophie. 1996. "Estimating CASE development size from outline specifications." Information and Software Technology. 38 (6), pp. 391-399. https://doi.org/10.1016/0950-5849(95)01065-3