Persuasive Interventions for Controversial Cancer Screening Recommendations: Testing a Novel Approach to Help Patients Make Evidence-Based Decisions.

PURPOSE: We wanted to evaluate novel decision aids designed to help patients trust and accept the controversial, evidence-based, US Preventive Services Task Force recommendations about prostate cancer screening (from 2012) and mammography screening for women aged 40 to 49 years (from 2009). METHODS: We created recorded vignettes of physician-patient discussions about prostate cancer screening and mammography, accompanied by illustrative slides, based on principles derived from preceding qualitative work and behavioral science literature. We conducted a randomized crossover study with repeated measures with 27 men aged 50 to 74 years and 35 women aged 40 to 49 years. All participants saw a video intervention and a more traditional, paper-based decision aid intervention in random order. At entry and after seeing each intervention, they were surveyed about screening intentions, perceptions of benefits and harm, and decisional conflict. RESULTS: Changes in screening intentions were analyzed without regard to order of intervention after an initial analyses showed no evidence of an order effect. At baseline, 69% of men and 86% of women reported wanting screening, with 31% and 6%, respectively, unsure. Mean change on a 3-point, yes, unsure, no scale was -0.93 (P = <.001) for men and -0.50 (P = <.001) for women after seeing the video interventions vs 0.0 and -0.06 (P = .75) after seeing the print interventions. At the study end, 33% of men and 49% of women wanted screening, and 11% and 20%, respectively, were unsure. CONCLUSIONS: Our novel, persuasive video interventions significantly changed the screening intentions of substantial proportions of viewers. Our approach needs further testing but may provide a model for helping patients to consider and accept evidence-based, counterintuitive recommendations.

The central role of comorbidity in predicting ambulatory care sensitive hospitalizations.

BACKGROUND: Ambulatory care sensitive hospitalizations (ACSHs) are commonly used as measures of access to and quality of care. They are defined as hospitalizations for certain acute and chronic conditions; yet, they are most commonly used in analyses comparing different groups without adjustment for individual-level comorbidity. We present an exploration of their roles in predicting ACSHs for acute and chronic conditions. METHODS: Using 1998-99 US Medicare claims for 1 06 930 SEER-Medicare control subjects and 1999 Area Resource File data, we modelled occurrence of acute and chronic ACSHs with logistic regression, examining effects of different predictors on model discriminatory power. RESULTS: Flags for the presence of a few comorbid conditions-congestive heart failure, chronic obstructive pulmonary disease, diabetes, hypertension and, for acute ACSHs, dementia-contributed virtually all of the discriminative ability for predicting ACSHs. C-statistics were up to 0.96 for models predicting chronic ACSHs and up to 0.87 for predicting acute ACSHs. C-statistics for models lacking comorbidity flags were lower, at best 0.73, for both acute and chronic ACSHs. CONCLUSION: Comorbidity is far more important in predicting ACSH risk than any other factor, both for acute and chronic ACSHs. Imputations about quality and access should not be made from analyses that do not control for presence of important comorbid conditions. Acute and chronic ACSHs differ enough that they should be modelled separately. Unaggregated models restricted to persons with the relevant diagnoses are most appropriate for chronic ACSHs.

Buy or Build: Challenges Developing Consumer Digital Health Interventions.

BACKGROUND: Digital health interventions offer opportunities to improve collaborative care between clinicians and patients. Designing and implementing digital health interventions requires decisions about buying or building each technology-related component, all of which can lead to unanticipated issues. OBJECTIVES: This study aimed to describe issues encountered from our "buy or build" decisions developing two digital health interventions over different timeframes, designed to use patient-generated health data to: (1) improve hypertension control and (2) measure and improve adherence to HIV-related medications. METHODS: CONDUIT-HID (CONtrolling Disease Using Information Technology-Hypertension In Diabetes) was developed during 2010 to 2015 to allow patients receiving care from a multispecialty group practice to easily upload home blood pressure readings into their electronic health record and trigger clinician action if mean blood pressure values indicated inadequate control. USE-MI (Unobtrusive SEnsing of Medication Intake) was developed from 2016 to 2022 to allow entry of patients' HIV-related medication regimens, send reminders if patients had not taken their medications by the scheduled time(s), attempt to detect medication ingestion through machine learning analysis of smartwatch motion data, and present graphical adherence summaries to patients and clinicians. RESULTS: Both projects required multiple "buy or build" decisions across all system components, including data collection, transfer, analysis, and display. We used commercial, off-the-shelf technology where possible, but virtually all of these components still required substantial custom development. We found that, even though our projects spanned years, issues related to our "buy or build" decisions stemmed from several common themes, including mismatches between existing and new technologies, our use case being new or unanticipated, technology stability, technology longevity, and resource limitations. CONCLUSION: Those designing and implementing digital health interventions need to make numerous "buy or build" decisions as they create the technologies that underpin their intervention. These "buy or build" decisions, and the ensuing issues that will arise because of them, require careful planning, particularly if they represent an "edge case" use of existing commercial systems.

Provision of contraceptive services to homeless women: results of a survey of health care for the homeless providers.

Homeless women have both a higher rate of pregnancy and a higher proportion of unintended pregnancies than other American women. The authors sought to learn about contraception services offered by providers of health care to homeless women and barriers to provision of long-acting, reversible contraception in these settings. A survey of the 31 member organizations in the national Health Care for the Homeless Practice-Based Research Network was conducted, inquiring about services provided and barriers to service provision. Among the 20 responding organizations (65% response rate), 17 directly provided contraceptive services; two referred patients elsewhere, and one provided no contraceptive services. All 17 that provided such services provided condoms; 15 provided oral contraceptives; 14 provided injectable contraception; 6 provided intrauterine devices, and 2 provided contraceptive implants. Barriers to providing the last two methods included lack of provider training, lack of resources for placement, costs, and concerns about complications. The present survey results suggested very limited access for homeless women across the country to the two most effective means of long-acting, reversible contraception. Modest investments of resources could reduce a number of barriers to providing these services.

No pain, but no gain? The disappearance of angina hospitalizations, 1992-1999.

BACKGROUND: Hospitalization for angina is commonly considered an ambulatory care sensitive hospitalization and used as a measure of access to primary care. OBJECTIVE: To analyze time trends in angina-related hospitalizations and seek possible explanations for an observed, marked decline during 1992 to 1999. RESEARCH DESIGN: We analyzed Medicare claims of SEER-Medicare control subjects for occurrence of angina hospital discharges, using the Agency for Healthcare Research and Quality Prevention Quality Indicator (PQI) definition, along with occurrence of related events including angina admissions with revascularization, angina admissions discharged as coronary artery disease (CAD) or myocardial infarction, and overall ischemic heart disease discharges. SUBJECTS: Approximately 124,000 cancer-free Medicare beneficiary/ies, with subjects contributing data for 1 to 8 years. RESULTS: Angina PQI hospital discharges declined 75% between 1992 and 1999. CAD hospital discharges rose in a reciprocal pattern, while angina discharges with revascularization declined and discharges for myocardial infarction and ischemic heart disease were relatively constant during this time period. CONCLUSIONS: The marked decline in angina PQI hospital discharges during 1992-1999 does not appear to represent improvements in access to care or prevention of heart disease, but rather increased coding of more specific discharge diagnoses for CAD. Our findings suggest that angina hospitalization is not a valid measure for monitoring access to care and, more generally, demonstrate the need for careful, periodic re-evaluation of quality measures.

The contribution of longitudinal comorbidity measurements to survival analysis.

BACKGROUND: Many clinical and health services research studies are longitudinal, raising questions about how best to use an individual's comorbidity measurements over time to predict survival. OBJECTIVES: To evaluate the performance of different approaches to longitudinal comorbidity measurement in predicting survival, and to examine strategies for addressing the inevitable issue of missing data. RESEARCH DESIGN: Retrospective cohort study using Cox regression analysis to examine the association between various Romano-Charlson comorbidity measures and survival. SUBJECTS: Fifty thousand cancer-free individuals aged 66 or older enrolled in Medicare between 1991 and 1999 for at least 1 year. RESULTS: The best fitting model combined both time independent baseline comorbidity and the time dependent prior year comorbidity measure. The worst fitting model included baseline comorbidity only. Overall, the models fit best when using the "rolling" comorbidity measures that assumed chronic conditions persisted rather than measures using only prior year's recorded diagnoses. CONCLUSIONS: Longitudinal comorbidity is an important predictor of survival, and investigators should make use of individuals' longitudinal comorbidity data in their regression modeling.

Predictors of Art and PrEP Adherence and Medication-Taking Practices and Preferences to Inform Development of a Wrist-Worn Adherence System.

We examined adherence, medication-taking practices, and preferences to inform development of a wrist-worn adherence system. Two convenience samples of persons taking antiretroviral therapy and HIV pre-exposure prophylaxis completed a survey. Additional online questions asked about willingness to use a wrist-worn device and reminder and feedback preferences. Among 225 participants, 13% reported adherence < 90%; this was associated with younger age and clinic sample. Compared to pill bottle-using participants, mediset users less commonly reported adherence < 90% (aOR = 0.16, p = .02), and blister pack users (aOR = 6.3, p = .02) and pill roll users (aOR = 3.3, p = .04) more commonly reported adherence < 90%. Sixty-two percent of the online participants reporting adherence (< 100%) had some interest in receiving adherence reminders, including 42% with interest in receiving reminders by smartwatch notifications. Although confounders are likely, formative work identified potential users and interest in using a wrist-worn adherence system. Future work will determine its acceptability and efficacy.

A tale of two studies: the importance of setting, subjects and context in two randomized, controlled trials of a web-based decision support for perimenopausal and postmenopausal health decisions.

OBJECTIVE: Knowledge relevant to women's peri- and postmenopausal health decisions has been evolving rapidly. Web-based decision supports can be rapidly updated and have the potential to improve the quality of patients' decisions. We developed and tested a web-based decision support for peri- and postmenopausal health decisionmaking. METHODS: We recruited 409 women aged 45-75 for one randomized, controlled trial and 54 women with an upcoming clinic appointment for a subsequent trial. Women were randomized to use the web-based decision support versus a printed brochure (first trial) and usual care (second trial). Outcomes were changes in decisional satisfaction, decisional conflict, and knowledge, both within each trial and compared across the trials. RESULTS: Intervention subjects had greater increases in decisional satisfaction in the second trial and knowledge in both trials. A high dropout rate among women randomized to the website in the first trial effectively negated benefits in that trial, but not in the second. CONCLUSIONS: The utility of this web-based decision support in two trials depended on a number of factors that appear related to the urgency of making a decision. PRACTICE IMPLICATIONS: Decision aids should be targeted to patients actively trying to make a decision.

Can scribes boost FPs' efficiency and job satisfaction?

PURPOSE: Research in other medical specialties has shown that the addition of medical scribes to the clinical team enhances physicians' practice experience and increases productivity. To date, literature on the implementation of scribes in primary care is limited. To determine the feasibility and benefits of implementing scribes in family medicine, we undertook a pilot mixed- method quality improvement (QI) study. METHODS: In 2014, we incorporated 4 parttime scribes into an academic family medicine practice consisting of 7 physicians. We then measured, via survey and time-tracking data, the impact the scribes had on physician office hours and productivity, time spent on documentation, perceptions of work-life balance, and physician and patient satisfaction. RESULTS: Six of the 7 faculty physicians participated. This study demonstrated that the use of scribes in a busy academic primary care practice substantially reduced the amount of time that family physicians spent on charting, improved work-life balance, and had good patient acceptance. Specifically, the physicians spent an average of 5.1 fewer hours/week (hrs/wk) on documentation, while various measures of productivity revealed increases ranging from 9.2% to 28.8%. Perhaps most important of all, when the results of the pilot study were annualized, they were projected to generate $168,600 per year--more than twice the $79,500 annual cost of 2 full-time equivalent scribes. Surveys assessing work-life balance demonstrated improvement in the physicians' perception of the administrative burden/paperwork related to practice and a decrease in their perception of the extent to which work encroached on their personal lives. In addition, survey data from 313 patients at the time of their ambulatory visit with a scribe present revealed a high level of comfort. Likewise, surveys completed by physicians after 55 clinical sessions (ie, blocks of consecutive, uninterrupted patient appointments; there are usually 2 sessions per day) revealed good to excellent ratings more than 90% of the time. CONCLUSION: In an outpatient family medicine clinic, the use of scribes substantially improved physicians' efficiency, job satisfaction, and productivity without negatively impacting the patient experience.

Paying physicians for quality: evidence and themes from the field.

BACKGROUND: Health plans, self-insured employers, health plans, and provider organizations are currently introducing financial incentives that reward physicians for delivering high-quality medical care. Yet a review of existing research reveals virtually no empirical studies of the effect of direct, internal quality incentives on physician performance. Key-informant interviews with leaders of provider organizations should shed new light on evolving quality incentives within organizations. METHODS: Structured key-informant interviews with administrators and medical directors in 22 medical groups and 9 hospitals affiliated with 10 large, integrated health systems were conducted from July 2003 through January 2004. FINDINGS: Views on the role of financial incentives varied widely and were related to a number of other factors, including institutional culture, community context, organizational strategy and structure, organizational stability, quality measurement, nature and size of incentives, and the sustainability of interventions. DISCUSSION: These findings have implications for the acceptability and structure of financial incentives for quality directed to health care provider organizations. A set of considerations for the design and implementation of quality incentives relate to the incentives' scope, controllability, transparency, size, and orientation (individual or team), as well as the relationship between the extrinsic financial incentives and professionals' intrinsic motivation.

Trends in professional advice to lose weight among obese adults, 1994 to 2000.

CONTEXT: Obesity is a fast-growing threat to public health in the U.S., but information on trends in professional advice to lose weight is limited. OBJECTIVE: We studied whether rising obesity prevalence in the U.S. was accompanied by an increasing trend in professional advice to lose weight among obese adults. DESIGN AND PARTICIPANTS: We used the Behavioral Risk Factor Surveillance System, a cross-sectional prevalence study, from 1994 (n = 10,705), 1996 (n = 13,800), 1998 (n = 18,816), and 2000 (n = 26,454) to examine changes in advice reported by obese adults seen for primary care. MEASUREMENTS: Self-reported advice from a health care professional to lose weight. RESULTS: From 1994 to 2000, the proportion of obese persons receiving advice to lose weight fell from 44.0% to 40.0%. Among obese persons not graduating from high school, advice declined from 41.4% to 31.8%; and for those with annual household incomes below 25,000 dollars, advice dropped from 44.3% to 38.1%. In contrast, the prevalence of advice among obese persons with a college degree or in the highest income group remained relatively stable and high (> 45%) over the study period. CONCLUSIONS: Disparities in professional advice to lose weight associated with income and educational attainment increased from 1994 to 2000. There is a need for mechanisms that allow health care professionals to devote sufficient attention to weight control and to link with evidence-based weight loss interventions, especially those that target groups most at risk for obesity.

Racial and ethnic disparities in the purchase of nongroup health insurance: the roles of community and family-level factors.

OBJECTIVE: To evaluate the influence of community- and family-level factors on racial/ethnic disparities in the uptake of nongroup (individual) health insurance. DATA SOURCES: Responses to the 1996-1997 Community Tracking Study Household Survey plus community-level descriptors from several sources including census data, the Area Resource File, and community and migrant health center Medicare cost reports. STUDY DESIGN: Logistic regression was used to compare families in which at least one person had nongroup health insurance to families without nongroup insurance in which at least one person was uninsured. Sequential models were constructed examining family- and community-level factors. RESULTS: Twenty-three percent of families with otherwise-uninsured persons purchased nongroup insurance, ranging from 11% to 41% among the 60 communities sampled. Disadvantaged minority group members, especially Spanish-speaking Hispanics, had half or less the odds of whites of purchasing nongroup insurance. Education had a weaker association with purchasing nongroup insurance among minority group members than among whites. Community-level factors had minimal effect on disparities in uptake, although greater housing segregation was associated with lower uptake among blacks. CONCLUSIONS: Minority group members are much less likely to purchase nongroup insurance than whites. Family income and community factors do not explain this gap. Programs aimed at stimulating voluntary insurance purchase will continue to underenroll disadvantaged minorities if nonfinancial barriers to acquiring insurance coverage, including the interplay between race/ethnicity and education, are not better understood and addressed.

Does payment drive procedures? Payment for specialty services and procedure rate variations in 3 HMOs.

OBJECTIVE: To study how payment for specialty services affects the rates of performance of invasive procedures by physicians in a number of specialties. STUDY DESIGN: Observational study. PATIENTS AND METHODS: Administrative data from 1996-1997 and 1997-1998 from 3 large health maintenance organizations (HMOs) in the Midwestern and western United States were used to study variations in procedure rates associated with different methods of paying for cardiology, gastroenterology, ophthalmology, orthopedic, and ear, nose and throat services within each HMO. The age-, sex-, and comorbidity adjusted probabilities of undergoing selected, potentially discretionary procedures, were compared within each plan by payment method. RESULTS: After adjustment, rates under fee-for-service payment tended to be higher than those under capitation or salary payment, whereas there was no clear pattern for salary versus capitation payment. Even within a single specialty in a single plan, however, rates did not always follow the same pattern for different procedures. CONCLUSIONS: The payment method for specialty services used by these 3 health plans was variably associated with how likely patients were to undergo a variety of invasive procedures. The effects of contract payment methods for specialty services on health care costs, quality, and outcomes should be further studied, but such studies will challenge the capabilities of health plan data systems.

Inaccurate risk perceptions and individualized risk estimates by patients with type 2 diabetes.

BACKGROUND: We evaluated how diabetic patients understand and respond to the presentation of personalized risk information. METHODS: This was a mixed methods study involving 56 patients with type 2 diabetes and at least 1 additional cardiovascular risk factor. We assessed participants' perceptions of diabetes-related risks; asked them to rank order 6 events (death, heart attack, stroke, blindness, amputation, and kidney failure) by likelihood of occurrence in a specified time frame; presented them with personalized risk estimates; and asked them to re-rank the risks. The final 18 participants were tested to verify understanding before re-ranking risks. Qualitative analysis of interview transcripts identified themes and concepts underlying participants' ways of perceiving and reacting to risk. RESULTS: While mortality was the most likely outcome for almost all participants, nearly all estimated it to be least likely; only 28% adjusted their mortality rankings to match model predictions. Some did not understand the risk information: only two thirds of those asked could rank risks according to the information presented. Risk perceptions were influenced by factors including "knowing myself," powerful anecdotes, and belief that a "warning shot" would occur before death. CONCLUSIONS: Personalized risk estimates, particularly about mortality, had limited salience. Some participants could not understand the information, despite presentation in ways suggested by previous research.