Gururajan, Raj 
ORCID: https://orcid.org/0000-0002-5919-0174 and Hafeez-Baig, Abdul and Clark, Kevin and Moller, Susan and Sankaran, Prema
(2014)
Reliability of qualitative data using text analysis: a Queensland Health case study.
In: 3rd International Conference on Eco-friendly Computing and Communication Systems (ICECCS 2014): Computing and Communication for Sustainable Development, 18-21 Dec 2014, Mangalore, India.
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Abstract
This paper reports how reliability can be assured in
qualitative data using text analytics principles. The paper
demonstrates this using a cohort analytics process that used
text mining on data collected from 64 interviews conducted in Queensland Health wards. While the focus of the interviews was on implementing a technology, the text analysis was conducted to assure that the themes were exactly the focus of the exploration. Further, the analytics helped to represent a visual view of the data, to imply the reliability of themes. We conducted the analytics to provide additional reliability than standard saturation normally employed in qualitative data analysis.
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| Item Type: | Conference or Workshop Item (Commonwealth Reporting Category E) (Paper) |
|---|---|
| Refereed: | Yes |
| Item Status: | Live Archive |
| Additional Information: | © 2014 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. |
| Faculty/School / Institute/Centre: | Historic - Faculty of Business, Education, Law and Arts - School of Management and Enterprise (1 Jul 2013 - 17 Jan 2021) |
| Faculty/School / Institute/Centre: | Historic - Faculty of Business, Education, Law and Arts - School of Management and Enterprise (1 Jul 2013 - 17 Jan 2021) |
| Date Deposited: | 24 Apr 2015 01:03 |
| Last Modified: | 20 Jun 2017 02:27 |
| Uncontrolled Keywords: | qualitative data analysis; reliability; validity |
| Fields of Research (2008): | 10 Technology > 1006 Computer Hardware > 100605 Performance Evaluation; Testing and Simulation of Reliability 11 Medical and Health Sciences > 1117 Public Health and Health Services > 111711 Health Information Systems (incl. Surveillance) 08 Information and Computing Sciences > 0806 Information Systems > 080609 Information Systems Management |
| Fields of Research (2020): | 40 ENGINEERING > 4009 Electronics, sensors and digital hardware > 400904 Electronic device and system performance evaluation, testing and simulation 42 HEALTH SCIENCES > 4203 Health services and systems > 420399 Health services and systems not elsewhere classified 46 INFORMATION AND COMPUTING SCIENCES > 4609 Information systems > 460908 Information systems organisation and management |
| Socio-Economic Objectives (2008): | E Expanding Knowledge > 97 Expanding Knowledge > 970108 Expanding Knowledge in the Information and Computing Sciences |
| URI: | http://eprints.usq.edu.au/id/eprint/27118 |
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