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Table 1 Summary of some of the related works evaluating various dimensions of data quality

From: Evaluating performance of health care facilities at meeting HIV-indicator reporting requirements in Kenya: an application of K-means clustering algorithm

Studies

Dimensions evaluated

Facility reporting completeness

Indicator data completeness

Timeliness

Internal consistency

External

consistency

Summary

Bhattacharya et al. [10]

X

X

X

X

X

Extracted priority maternal and neonatal health indicators

Data gathered from July 2016 to June 2017

Githinji et al. [11]

X

X

–

–

–

Extracted malaria indicator data

Data gathered from 2011–2015

Adokiya et al. [12]

X

–

X

–

–

Extracted disease surveillance and response reports

Data gathered from 2012 and 2013

Nisingizwe et al. [14]

X

X

–

X

–

Extracted health management information systems data for selected indicators

Data gathered from 2008–2012

Kiberu et al. [13]

X

–

X

–

 

Extracted inpatient and outpatient data

Data gathered from 2011/12 and after 2012/13