Driven to Care: Aligning External Motivators with Intrinsic Motivation
本文探讨了按绩效付费等外部激励如何可能削弱医生的内在动机，导致非预期后果，并提出了设计激励措施以保护内在动机的建议。
What motivates physicians to behave the way they do and make the decisions they make in the course of caring for patients? Given that a physician's proverbial pen dictates much of health care spending, possible answers to this question have serious implications not only for patients and their physicians, but also for payers, providers at large, policy makers, and the public. Few would deny that external motivators like money influence human behavior. In the health care context, pay-for-volume incentives have contributed to wide variations in care and fueled the development of alternative ways of reimbursement, including most prominently pay-for-performance (P4P). Therefore, the issue is not whether financial incentives influence physician behavior, but whether they achieve their intended outcomes (e.g., high-value care) and, probably just as importantly, whether they lead to unintended and unwelcomed outcomes (e.g., avoiding caring for sicker patients; disproportionately focusing on care processes that are being evaluated). One of these adverse outcomes is the potential for external motivators to undercut intrinsic motivation, commonly referred to as the “undermining” (Deci, Koestner, and Ryan 1999) or “crowding-out” (Frey and Jegen 2001) effect. This phenomenon (referred to as the crowding-out effect for the remainder of the commentary) has been observed in a variety of professionals from public school teachers (Fryer 2011) to West Point military cadets (Wrzesniewski et al. 2014), but it has not been well studied among physicians. Three of the five papers commissioned by the Agency for Healthcare Research and Quality (AHRQ) allude to or explicitly reference the potential crowding-out effect of P4P. Berenson and Rice (2015) advocate for “incentive neutrality” as a design principle for physician payment methods that promotes neither over- nor underutilization of health care services; Roland and Dudley (2015) consider it critical that financial incentives be aligned with professional values; Conrad (2015) argues for provider involvement in the development, implementation, and evaluation of P4P. In light of the increasing reliance on financial incentives to improve health care quality and cost, the motivational crowding-out effect and its potential negative impact on care received by patients warrant deeper consideration by all who are committed to creating and sustaining a high-value health care system. These basic psychological needs are innate, self-oriented drivers of human behavior that are not dependent on selfless ideals of altruism or morality. How does motivation theory inform how we think about P4P in health care? Neoclassical economists have traditionally viewed performance-contingent financial incentives as either the only motivator or as simply additive to preexisting intrinsic motivation (see Figure 1). Preexisting intrinsic motivation typically resides in activities that individuals consider inherently interesting and challenging (Deci, Koestner, and Ryan 1999). Laboratory and field studies have found that when performance-contingent financial incentives are introduced, they may crowd out preexisting intrinsic motivation by undermining one's sense of autonomy and competence, resulting in poorer performance (as depicted by the left end of the solid line in Figure 2; Deci, Koestner, and Ryan 1999; Fryer 2011; Wrzesniewski et al. 2014). As opposed to the standard supply curve, where performance rises with payment (or the price effect), motivational crowding out works in the opposite direction. Therefore, the net effect of financial incentives on work performance depends on the relative size of the price effect and the crowding-out effect (as depicted by the solid line in Figure 2). The crowding-out effect is particularly evident when financial incentives are introduced for tasks that are cognitively complex (such as many of those that doctoring comprises) because such work is inherently interesting or challenging. The negative effect on incentivized and overall performance is also strong when financial incentives are very large (as depicted by the right end of the solid line in Figure 2) because the incentives themselves demand disproportionate attention, undermining one's sense of autonomy, and interfering with cognitive focus and creativity (Himmelstein, Ariely, and Woolhandler 2014). Financial Incentive Crowding Out Preexisting Intrinsic Motivation Source: Figures from Woolhandler S, Ariely D. Will Pay for Performance Backfire? Insights from Behavioral Economics. Health Affairs Blog. October 11, 2012. How, then, should one approach the design of P4P incentives to protect and support intrinsic motivation, and to avoid undermining the psychological work needs of physicians and others in the course of caring for patients? Scant empirical research has been conducted evaluating the crowding-out effect in the health care context. That said, the current state of motivation science in the non–health care context provides a solid foundation for formulating testable hypotheses (Gagne and Forest 2008; Cerasoli, Nicklin, and Ford 2014). By definition, financial incentives are not neutral. Berenson and Rice recognized that their idea of “incentive neutrality” is an idealized goal and that a more realistic goal is to minimize the unintended outcomes of P4P. In other words, how do we better align external incentives with intrinsic motivation? Several of the AHRQ-commissioned papers highlight the necessary balance between simplicity and comprehensiveness of performance measures. While the minimum number of P4P measures required to strike such a balance is unclear, it is clear that not every aspect of work performance is measurable. And the more aspects of performance above the necessary minimum that are measured, the stronger the crowding-out effect is likely to be because unnecessary measuring will undermine satisfaction of autonomy and competency needs. Currently, many P4P measures in health care are targeted to specific processes of care (e.g., glycosylated hemoglobin check). Targeted measures that break doctoring into distinct, piecemeal tasks may be perceived as more controlling and may undermine physicians’ sense of self-efficacy than measures that are more global in scope. Beyond the number and scope of measures, the quality of P4P measures is potentially related to satisfying the psychological need to feel competent, thus affecting intrinsic work motivation (Cassel and Jain 2012). Measures that lack face validity are unlikely to be well accepted by those being held accountable for measure-based performance. Crowding out may be strongest when P4P financial incentives are large because they are perceived as more controlling. Compared to financial rewards, P4P financial penalties are likely to have a stronger price effect on performance by tapping into the individual's sense of loss aversion (Tversky and Kahneman 1991). However, such financial penalties could have an opposing crowding-out effect by undermining physicians’ sense of autonomy and self-efficacy (Gagne and Forest 2008). Finally, P4P incentives may undermine feelings of autonomy and competence when the physician lacks sufficient control to affect the performance outcome being measured (Cassel and Jain 2012). Each hypothesis above assumes that other P4P design features (e.g., number, scope, or validity of performance measures) is orthogonal or independent to the feature stated in the hypothesis in question. Finally, while not the primary focus of most of the AHRQ-commissioned papers, there are nonfinancial external motivators that should be taken into account. Schlesinger, Grob, and Shaller (2015) highlight the importance of public and private reporting of less quantifiable patient experiences (e.g., narrative data gathered in open-ended comments on patient experience surveys) as nonfinancial inducements to improving quality of care delivered. Beyond quality reporting, health care delivery systems that foster clinical teams built on shared goals, clear roles, and mutual trust are likely to support competency and relatedness needs satisfaction (Mitchell et al. 2012); leaders who effectively communicate their vision and whose values are aligned with “front-line” clinicians are more likely to create a work environment where professional judgment and autonomy are respected (Friedberg et al. 2013). Of the nine “levers” that Berenson and Rice propose to improve pay for value, only two involve financial incentives. They argue, as have others, that too much emphasis has been placed on financial incentives as a mechanism for holding physicians accountable, and relying on P4P may actually be counterproductive (Jain and Cassel 2010; Himmelstein, Ariely, and Woolhandler 2014). Others contend that the motivating potential of physician financial incentives is significantly constrained if workplace “hygiene” factors (e.g., electronic health records, administrative paperwork) are poorly designed and implemented (Herzberg 2003). Given that physicians are and will continue to be paid for their services, it is essential that we better understand how external motivators, financial as well as nonfinancial, support or undermine basic psychological needs of physicians and others who are charged with caring for us all.