Painting by numbers: a guide for systematically developing indicators of performance at any level of health care
- PMID: 22883386
- DOI: 10.1016/j.healthpol.2012.07.008
Painting by numbers: a guide for systematically developing indicators of performance at any level of health care
Abstract
Objectives: There is a need for methods to facilitate selection of robust indicators in health care settings. This research aims to determine the key steps in, and delineate a systematic process for, construction of health care performance indicators.
Methods: Information derived from a review of the published literature and analysis of key informant interviews was synthesised to derive key activities and concepts fundamental to, and essential for, the development of robust and meaningful indicators. These activities and concepts were ordered into a logical sequence.
Results: A sequence of six stages (prioritisation; intent; implementation requirements; measure specifications; indicator assessment; target development), with a series of steps within each stage, was delineated. This sequence comprises the Systematic Indicator Development (SID) Method, which may be utilised by health care policy decision makers, providers, or clinicians in a 'paint by numbers' manner to create robust and meaningful indicators, or to refine or amend existing indicators.
Conclusions: The SID Method blends different aspects of indicator art and science and structures it in a logical way to provide transparency, consistency and rigour to indicator construction. The approach ensures that all health care sector stakeholders can make informed decisions when selecting indictors or interpreting obtained results.
Copyright © 2012 Elsevier Ireland Ltd. All rights reserved.
Similar articles
-
Stakeholders' perspectives on quality indicators for diabetes care: a qualitative study.Qual Prim Care. 2012;20(4):253-61. Qual Prim Care. 2012. PMID: 23113910
-
[Efficiency versus quality in the NHS, in Portugal: methodologies for evaluation].Acta Med Port. 2008 Sep-Oct;21(5):397-410. Epub 2009 Jan 16. Acta Med Port. 2008. PMID: 19187682 Portuguese.
-
Prioritizing quality indicator development across the healthcare system: identifying what to measure.Intern Med J. 2009 Oct;39(10):648-54. doi: 10.1111/j.1445-5994.2008.01733.x. Epub 2008 Jun 28. Intern Med J. 2009. PMID: 19371394 Review.
-
Health services research related to performance indicators and benchmarking in Europe.J Health Serv Res Policy. 2011 Jul;16 Suppl 2:38-47. doi: 10.1258/jhsrp.2011.011042. J Health Serv Res Policy. 2011. PMID: 21737528
-
Avoiding and identifying errors in health technology assessment models: qualitative study and methodological review.Health Technol Assess. 2010 May;14(25):iii-iv, ix-xii, 1-107. doi: 10.3310/hta14250. Health Technol Assess. 2010. PMID: 20501062 Review.
Cited by
-
A methodology to design a performance management system in preventive care.BMC Health Serv Res. 2018 Dec 29;18(1):1002. doi: 10.1186/s12913-018-3837-8. BMC Health Serv Res. 2018. PMID: 30594191 Free PMC article.
-
Steering by their own lights: Why regulators across Europe use different indicators to measure healthcare quality.Health Policy. 2020 May;124(5):501-510. doi: 10.1016/j.healthpol.2020.02.012. Epub 2020 Feb 29. Health Policy. 2020. PMID: 32192738 Free PMC article. Review.
-
Selecting Performance Indicators and Targets in Health Care: An International Scoping Review and Standardized Process Framework.Risk Manag Healthc Policy. 2022 Apr 21;15:747-764. doi: 10.2147/RMHP.S357561. eCollection 2022. Risk Manag Healthc Policy. 2022. PMID: 35478929 Free PMC article.
-
Performance indicators on long-term care for older people in 43 high- and middle-income countries: literature review, web search and expert consultation.BMC Health Serv Res. 2025 Mar 28;25(1):460. doi: 10.1186/s12913-025-12573-4. BMC Health Serv Res. 2025. PMID: 40148928 Free PMC article. Review.
-
"Strangers in the ER": Quality indicators and third party interference in Dutch emergency care.J Eval Clin Pract. 2019 Jun;25(3):390-397. doi: 10.1111/jep.12900. Epub 2018 Mar 6. J Eval Clin Pract. 2019. PMID: 29508476 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources