Healthcare system effects of pay-for-performance for smoking status documentation

Gina R. Kruse*, Yuchiao Chang, Jennifer H K Kelley, Jeffrey A. Linder, Jonathan S. Einbinder, Nancy A. Rigotti

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

19 Scopus citations


Objectives: To evaluate the impact on smoking status documentation of a payer-sponsored pay-for-performance (P4P) incentive that targeted a minority of an integrated healthcare delivery system's patients. Study Design: Three commercial insurers simultaneously adopted P4P incentives to document smoking status of their members with 3 chronic diseases. The healthcare system responded by adding a smoking status reminder to all patients'electronic health records (EHRs). We measured change in smoking status documentation before (2008-2009) and after (2010-2011) P4P implementation by patient P4P eligibility. Methods: The P4P-eligible patients were compared primarily with a subset of non-P4P-eligible patients who resembled P4P-eligible patients and also with all non-P4P-eligible patients. Multivariate models adjusted for patient and provider characteristics and accounted for provider-level clustering and preimplementation trends. Results: Documentation increased from 48% of 207,471 patients before P4P to 71% of 227,574 patients after P4P. Improvement from 56% to 83% occurred among P4P-eligible patients (adjusted odds ratio [AOR], 3.6; 95% confidence interval [CI], 2.9-4.5) and from 56% to 80% among the comparable subset of non-P4P-eligible patients (AOR, 3.0; 95% CI, 2.3-3.9). The difference in improvement between groups was significant (AOR, 1.3; 95% CI, 1.1-1.4; P = .009). Conclusions: A P4P incentive targeting a minority of a healthcare system's patients stimulated adoption of a systemwide EHR reminder and improved smoking status documentation overall. Combining a P4P incentive with an EHR reminder might help healthcare systems improve treatment delivery for smokers and meet "meaningful use" standards for EHRs.

Original languageEnglish (US)
Pages (from-to)554-561
Number of pages8
JournalAmerican Journal of Managed Care
Issue number7
StatePublished - Jul 2013

ASJC Scopus subject areas

  • Health Policy


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