Abstract
Background:The patient-centered medical home (PCMH) concept recently has garnered national attention as a means of improving the quality of primary care. Preventive services are one area in which the use of a PCMH is hoped to achieve gains, though there has been limited exploration of PCMH characteristics that can assist with practice redesign. The purpose of this study was to examine whether first-contact access characteristics of a medical home (eg, availability of appointments or advice by telephone) confer additional benefit in the receipt of preventive services for individuals who already have a longitudinal relationship with a primary care physician at a site of care.
Methods:This was a secondary analysis examining data from 5507 insured adults with a usual physician who participated in the 2003 to 2006 round of the Wisconsin Longitudinal Study. Using logistic regression, we calculated the odds of receiving each preventive service, comparing individuals who had first-contact access with those without first-contact access.
Results:Eighteen percent of the sample received care with first-contact access. In multivariable analyses, after adjustment, individuals who had first-contact access had higher odds of having received a prostate examination (odds ratio [OR], 1.62; 95% CI, 1.20–2.18), a flu shot (OR, 1.36; 95% CI, 1.01–1.82), and a cholesterol test (OR, 1.36; 95% CI, 1.01–1.82) during the past year. There was no significant difference in receipt of mammograms (OR, 1.23; 95% CI, 0.94–1.61).
Conclusions:In the primary care home, first-contact accessibility adds benefit, beyond continuity of care with a physician, in improving receipt of preventive services. Amid increasing primary care demands and finite resources available to translate the PCMH into clinic settings, there is a need for further studies of the interplay between specific PCMH principles and how they perform in practice.
The patient-centered medical home (PCMH) concept has garnered national attention as a means of improving the quality of primary care,1–4 although its definition is continually evolving.5,6 Preventive services are one area in which the PCMH is hoped to achieve gains.7 In the context of modern primary care demands and limited primary care resources, providing optimal preventive care to all patients is extremely difficult.8,9 It has been estimated that 7.4 hours each day would be required for primary care physicians to deliver all guideline-recommended preventive care.10 Despite enormous investment, efforts to date that aim to improve the delivery of preventive services have not shown sustained improvement.8,11,12 However, increasing the rate of delivery of preventive services has significant potential to improve mortality,13,14 and the one study published to date found that patients with primary care delivered according to PCMH principles had increased receipt of preventive services.15
Though numerous demonstrations currently are underway to examine the medical home's efficacy,16 practices striving for PCMH status are faced with investing in the difficult task of redesigning the care they provide without a clear sense of expected return. The PCMH concept centers around executing several key primary care functions, but it is unclear which medical home characteristics should be given priority in practice redesign because requirements for PCMH status vary by region and by payer. For example, continuity with a personal provider is a required criterion only in the Center for Medicaid Services' version of the National Center for Quality Assurance medical home guidelines,17 but not other (National Center for Quality Assurance) guidelines.7 Therefore, there is need for further research to determine what specific aspects of the PCMH provide benefit and in what areas they have the potential to do so.
Although 2 characteristics of the PCMH—first-contact access,17,18 defined as the availability and accessibility of services,15 eg, availability of appointments or advice by telephone, and continuity of care with a physician19–22—have each been associated independently with improved receipt of preventive care, little is known about the impact of first-contact access on receipt of preventive services among patients with a high degree of continuity of care. Previous studies also have focused more on general access characteristics such as insurance status and having a usual source of care23–27 rather than characteristics more specific to first-contact access at a particular clinic, such as the availability of appointments or advice by telephone. In addition, these studies tend not to measure health care access as it is perceived by patients, although this perception is important for developing an understanding of the patient-centered portion of the PCMH. Though measures such as insurance and appointment availability are markers of a patient's potential to access care, perceptions of access also are known to influence the location and pattern of health care service use.18,28–31 The only study that has examined the association between PCMH characteristics (including first-contact care and continuity) and preventive care investigated only 2 characteristics of perceived access in a practice, recruited patients as they were accessing care in a primary care clinic, and did not examine the receipt of individual preventive services.15 Examining these services individually and in a community-based sample is important given that access factors may vary according to the type of preventive service. For example, the access factors influencing the receipt of mammograms, which patients often schedule directly, may be very different from factors influencing receipt of a cholesterol test, which physicians must order.32
This study was designed to increase our understanding of whether the PCMH characteristic of first-contact access has a positive influence on the receipt of individual preventive services above and beyond the impact of having a high degree of continuity with a physician. To examine this question, we focused our analysis on a sample of insured older adults who reported at least 2 years of continuity with a primary care physician. Specifically, we examined the additional effect of first-contact access on the receipt of 4 preventive health measures: cholesterol screening, influenza vaccination, mammograms, and prostate screening. We expected that the receipt of cholesterol screening, influenza vaccination, and prostate screening would be additionally increased by first-contact access because they are preventive services received in a primary care office. Conversely, we expect to see no effect of first-contact access on mammograms, which are generally scheduled in other locations.
Methods
Sample
The sample was defined within the Wisconsin Longitudinal Study, a cohort study of a one-third random sample (n = 10,317) of individuals who graduated from Wisconsin high schools in the spring of 1957 and 8,778 of their randomly selected siblings. Data were from the 2003 to 2006 rounds of the combined telephone and mail survey. Among graduate survivors, the response rate for this survey was 80%, and for siblings the response rate was 78%. To include only those respondents who had evidence of an established continuity of care relationship with an individual primary care physician, the sample was further restricted. We excluded respondents who reported no visits to a health professional during the past 12 months (7%) or who were uninsured (3%). We included respondents who reported usually seeing, for at least 2 years, the same health professional (a general/family practice or internal medicine physician) when they went to their usual medical facility. The final sample size was 5507, consisting of 69% of the sample who responded to the survey in 2004 to 2006. This study was approved by the institutional review board at the participating university.
Variables/Measures
The primary dependent variables were patient report of preventive services during the last year as assessed by response to yes/no questions that asked, During the last 12 months, have you had (1) a cholesterol test; (2) a flu shot; (3) a mammogram (women); and/or (4) a prostate examination (men)? Self-report of the preventive services studied generally has been found to have high sensitivity and lower specificity when compared with the medical record.33,34 Guidelines in place at the time of the study35–38 were used to determine the appropriate sample for receipt of each preventive service. Specifically, we looked at the receipt of cholesterol testing among those with atherosclerotic vascular disease conditions (high blood pressure, coronary heart disease/myocardial infarction, circulation problems, stroke, high cholesterol) and diabetes. We examined the receipt of influenza vaccination among those aged 50 or older. We limited the sample for mammogram screening to women aged 40 or older and prostate screening to men aged 50 or older.
First-contact accessibility was assessed using 8 items from the validated access to care subscale of the Group Health Association of America Consumer Satisfaction Survey,39 as shown in Table 1. These items were chosen based on their similarity to items used in prior medical home literature.40 Response categories were excellent, very good, good, fair, or poor. Those answering very good or excellent to all 8 questions were considered to have highly rated first-contact accessibility. Covariates included in all models were age, sex, marital status, education, total household income, type of health insurance, self-rated health, and a count of chronic conditions.
Statistical Analysis
Data were analyzed in 2010 using Stata software (version 11.0, StataCorp, LP, College Station,TX). Initial analysis included comparison of variable means and percentages between respondents with and without very good to excellent first-contact accessibility using analysis of variance and χ2 tests. Differences were considered statistically significant at a value of P < .05. Using multivariable logistic regression, adjusted odds ratios (ORs) and 95% CIs were calculated for each preventive service. After estimation, adjusted average predicted probabilities were calculated. Confidence intervals were calculated using a robust estimate of the variance that allowed for clustering of siblings within families. We also performed a subanalysis comparing unadjusted and adjusted odds ratios and 95% CIs for each preventive service for patients seen by family practice/general practice physicians (n = 3632) and internal medicine physicians (n = 1875) to assess the differential effect first-contact access may have on preventive care receipt by physician specialty.
Results
Eighteen percent of the sample reported highly rated first-contact accessibility to their primary care clinic in addition to continuity of care with their primary care physician (Table 2). These individuals were older, more likely to be women, and had a slightly lower mean number of chronic conditions and slightly higher self-rated health.
During the past 12 months,83% of those eligible had received a mammogram,78% had received a prostate examination,90% had received a cholesterol test, and 63% had received an influenza vaccination. In both unadjusted and adjusted analyses, individuals in this insured cohort who had a continuity of care relationship with a primary care physician and who reported highly rated first-contact accessibility had higher odds of having received a prostate examination (adjusted OR,1.62; 95% CI,1.20–2.18) and a flu shot (adjusted OR,1.36; 95% CI,1.16–1.59) during the past year (Table 3), compared with those who had a continuity relationship alone. The percentage of patients receiving a prostate examination increased from 76% to 84%, and receipt of a flu shot increased from 61% to 68%. In adjusted analyses only, individuals who reported highly rated first-contact accessibility had higher odds of having received a cholesterol test (adjusted OR,1.36; 95% CI,1.01–1.82). This percentage increased from 90% to 92%. There was no significant difference in receipt of mammograms (OR,1.23; 95% CI,0.94–1.61). There was no significant difference in the odds of receiving preventive services between patients seen by family practice/general practice physicians and internal medicine physicians.
Discussion
Our findings lend support to the national movement that is encouraging primary care practice redesign into PCMHs and highlights first contact access as a characteristic that predicts increases in most preventive services. In our study, the addition of first contact access for patients who already had continuity of care with a primary care physician was associated with higher receipt of preventive services when compared with having continuity of care alone. Specifically, we found that patients who reported highly rated first-contact access to care had improved receipt of prostate examinations, flu shots, and cholesterol tests compared with those who had continuity of care with a primary care physician alone. Rates of receipt of mammograms were not significantly different among those with highly rated first contact access versus those without this additional PCMH characteristic.
Our study population, which consisted of 69% of the surviving original cohort who responded to the survey in 2003 to 2006, had relatively high rates of preventive service use compared with the national population at the time of the study. For example, during the prior 12 months,83% of our sample had received a mammogram compared with 77% nationally41; 78% had received a prostate examination compared with 50% nationally42; 90% had received a cholesterol test compared with 85% to 88% nationally43; and 63% had received an influenza vaccination compared with 50% nationally.44 Even in this relatively well-educated population with excellent continuity of care and high receipt of preventive services, the addition of first-contact accessibility increased the odds of individuals receiving flu shots, prostate examinations, and cholesterol screening. Although the increase in odds of receipt of preventive services was small in some cases, when translated to national health indicators, these small increases have potentially large payoffs.
Our findings also have implications for the ongoing discussion regarding the relationship between continuity of care with a personal physician and access to care.45–48 Continuity of care is difficult to achieve in open access models with part-time providers.49,50 There has been a shift away from personal continuity51,52 and an increase in primary care providers that practice part time, though this may be offset by other strategies.53 Our findings imply that provider continuity and access to care jointly benefit receipt of preventive services. This suggests that primary care office models are needed that can balance these 2 areas and also develop advanced systems that can adapt to the changing demographics of the provider workforce. In addition, further research is needed to explore how patients perceive first-contact access to their continuity physician with regard to receiving individual preventive services and how this may vary according to different types of preventive services.
Similar to other studies that have examined the associations between receipt of preventive services and continuity of care,20,32 receiving mammograms did not increase with first-contact access. One explanation is that the effects of first-contact access on preventive services may not extend beyond the point of care. Mammograms are the only service we examined that usually was not completed in the primary care office. Alternatively, the mammography screening rate among our population was quite high. Given that receiving a mammograms is dependent on provider and patient characteristics and the logistics of another imaging site,11,32 it may be difficult for primary care clinics to further improve this rate.
Despite strengths of this comprehensive data, these findings should be considered in light of several limitations. This sample represents individuals who attended Wisconsin high schools in the 1950s and therefore is limited in geographical and racial/ethnic diversity. However, Wisconsin Longitudinal Study graduates are generally representative of non-Hispanic white women and men with a high school education, constituting approximately 67% of Americans aged 60 to 64.54 We also restricted the sample to individuals with insurance and continuity of care to test the additional effect of first-contact access on receipt of preventive services. Therefore, our sample is not generalizable to all patients seen in primary care. Receipt of preventive services was measured using self-report, which has been found to be overestimated when compared with the medical record.55–58 However, there is no reason to believe any estimation differences would be different for those with and without desirable first-contact accessibility. It is possible that individuals who received better preventive care were more likely to perceive access to care more positively. We used clinical preventive service guideline age cutoffs that were in place at the time of data collection, which have changed recently for certain preventive services. In particular, prostate cancer screening is no longer recommended for men over the age of 75,59 and influenza vaccination is now recommended for those older than the age of 6 months.60 Annual prostate examination in the current clinical environment may be considered an example of overutilization. Lastly, influenza vaccination was available in public clinics and drug stores during the years of the study. Therefore, it is difficult to know if individuals received these immunizations in their primary care clinic or elsewhere. However, a principle of the medical home is that such care should be delivered and tracked through the primary care system, which will become increasingly important as accountable care organizations track and measure the delivery of high-quality care.
Conclusion
Our findings suggest that first-contact accessibility adds benefit, beyond continuity of care with a physician, to improve receipt of preventive services in the primary care PCMH. Amid increasing primary care demands and limited primary care resources, studies examining the impact of specific components of the PCMH may help redesign efforts. There is a need for further studies of the interplay between specific PCMH principles and how they perform in practice.
Notes
This article was externally peer reviewed.
Funding: This project was supported by the Health Innovation Program and the Community-Academic Partnerships core of the University of Wisconsin Institute for Clinical and Translational Research funded through an National Institutes of Health Clinical and Translational Science Award, grant no. 1 UL1 RR025011. In addition, NP is supported by a National Institute on Aging Mentored Clinical Scientist Research Career Development Award, grant number l K08 AG029527. JED's time on this project was supported by grant no. K08 HS16181 from the Agency for Healthcare Research and Quality. This project was also supported by the University of Wisconsin Carbone Cancer Center Support Grant from the National Cancer Institute, grant no. P30 CA014520. Additional support was provided by the University of Wisconsin School of Medicine and Public Health from the Wisconsin Partnership Program.
Conflict of interest: none declared.
Disclaimer: This research uses data from the Wisconsin Longitudinal Study of the University of Wisconsin-Madison. Since 1991, the Wisconsin Longitudinal Study has been supported principally by the National Institute on Aging (R01 AG09775, R01 AG033285), with additional support from the Vilas Estate Trust, the National Science Foundation, the Spencer Foundation, and the Graduate School of the University of Wisconsin-Madison. A public use file of data from the Wisconsin Longitudinal Study is available from the Wisconsin Longitudinal Study, University of Wisconsin-Madison, 1180 Observatory Drive, Madison, Wisconsin, 53706 and at http://www.ssc.wisc.edu/wlsresearch/data/.
- Received for publication October 27, 2010.
- Revision received March 2, 2011.
- Accepted for publication March 7, 2011.