A text mining study of topics and trends in health care management journals: 1998-2018.

BACKGROUND: Advances in natural language processing and text mining provide a powerful approach to understanding trending themes in the health care management literature. PURPOSE: The aim of this study was to introduce machine learning, particularly text mining and natural language processing, as a viable approach to summarizing a subset of health care management research. The secondary aim of the study was to display the major foci of health care management research and to summarize the literature's evolution trends over a 20-year period. METHODOLOGY/APPROACH: Article abstracts (N = 2,813), from six health care management journals published from 1998 through 2018 were evaluated through latent semantic analysis, topic analysis, and multiple correspondence analysis. RESULTS: Using latent semantic analysis and topic analysis on 2,813 abstracts revealed eight distinct topics. Of the eight, three leadership and transformation, workforce well-being, and delivery of care issues were up-trending, whereas organizational performance, patient-centeredness, technology and innovation, and managerial issues and gender concerns exhibited downward trending. Finance exhibited peaks and troughs throughout the study period. Four journals, Frontiers of Health Services Management, Journal of Healthcare Management, Health Care Management Review, and Advances in Health Care Management, exhibited strong associations with finance, organizational performance, technology and innovation, managerial issues and gender concerns, and workforce well-being. The Journal of Health Management and the Journal of Health Organization and Management were more distant from the other journals and topics, except for delivery of care, and leadership and transformation. CONCLUSION: There was a close association of journals and research topics, and research topics evolved with changes in the health care environment. PRACTICE IMPLICATIONS: As scholars develop research agendas, focus should be on topics important to health care management practitioners for better informed decision-making.

The organizational and environmental characteristics associated with hospitals' use of intensivists.

BACKGROUND: As large numbers of coronavirus disease 2019 (COVID-19) patients were admitted to intensive care units (ICUs) in 2020 and 2021, the United States faced a shortage of critical care providers. Intensivists are physicians specializing in providing care in the ICU. Although studies have explored the clinical and financial benefits associated with the use of intensivists, little is known about the organizational and market factors associated with a hospital administrator's strategic decision to use intensivists. PURPOSE: The aim of this study was to use the resource dependence theory to better understand the organizational and market factors associated with a hospital administrator's decision to use intensivists. METHODOLOGY: The sample consisted of the national acute care hospitals (N = 4,986) for the period 2007-2017. The dependent variable was the number of full-time equivalent intensivists staffed in hospitals. The independent variables were organizational and market-level factors. A negative binomial regression model with state and year fixed effects, clustered at the hospital level, was used to examine the relationship between the use of intensivists and organizational and market factors. RESULTS: The results from the analyses show that administrators of larger, not-for-profit hospitals that operate in competitive urban markets with relatively high levels of munificence are more likely to utilize intensivists. PRACTICE IMPLICATIONS: When significant strains are placed on ICUs like what was experienced during the COVID-19 pandemic, it is imperative that hospital administrators understand how to best staff their ICUs. With a better understanding of the organizational and market factors associated with the use of intensivists, practitioners and policymakers alike can better understand how to strategically utilize intensivists in the ICU, especially in the face of a continuing pandemic.

Environmental and organizational correlates and motivations for provider-sponsored health plan ownership in the post-reform era.

BACKGROUND: The 1980s to 1990s saw many health systems in the United States enter and exit the insurance market in the form of provider-sponsored health plans (PSHPs). Reforms and value-based reimbursement methods have stimulated health care organizations to reconsider PSHP as a logical strategy. PURPOSE: The aim of this study was to examine market and organizational factors associated with PSHP ownership and motivations for engaging in PSHP after health care reforms. The resource dependence theory was used as a theoretical lens. METHODOLOGY/APPROACH: A sequential quantitative to qualitative mixed-methods design was used. The quantitative analysis examined data for 5,849 U.S. hospitals. Results were synthesized with qualitative findings from 10 semistructured interviews representing eight health systems in five states. RESULTS: Organizational and environmental characteristics were significantly associated with PSHP ownership. Hospital and payer concentration, Medicare penetration, income, unemployment rate, government, and for-profit and metro area hospitals were associated with a lower likelihood of PSHP ownership. Salaried physician arrangements, clinically integrated network membership and adoption of other risk-bearing arrangements were associated with higher odds of PSHP ownership. Interviewees described PSHP as the culmination of the journey to value-based care and as a strategy to improve patient care, compete, and diversify revenue streams. CONCLUSIONS: Both market and organizational factors are important considerations for hospitals contemplating PSHP ownership, and motivations for ownership cover a broad range of financial, competitive, strategic, and mission-based goals. PRACTICE IMPLICATIONS: Hospitals considering PSHP ownership must carefully evaluate their competitive landscapes and organizational resources to ensure optimal conditions for this strategy. PSHP ownership has high start-up costs and requires a long-term organizational commitment.

Factors associated with the provision of inpatient care in hospices.

BACKGROUND: Hospices provide end-of-life care to patients who have complex health care needs and whose symptoms are difficult to control. Understanding why some hospices offer inpatient hospice care to patients could bring more evidence for policy makers and researchers to focus on the role of inpatient care in hospice. PURPOSE: The purpose of this study was to examine market and organizational factors that are associated with the provision of hospice inpatient care. METHODOLOGY: This study used a retrospective, longitudinal design (2009-2013). The study sample was drawn from three data resources: the Area Health Resources Files, the Provider of Services files, and Hospice Cost Reports from Centers for Medicare & Medicaid Services. The sample size was 2,391 hospices or 10,999 hospice observations over 5 years. A generalized linear mixed-effects model was used to examine the association between market and organizational factors and hospice inpatient services offering. RESULTS: On average, 94.59% of hospices offer inpatient services to patients. Proportion of adults who were over 65 years old (OR = 1.12) and Medicare-managed care penetration (OR = 1.02) were positively associated with the provision of hospice inpatient services. The number of hospitals with hospice program was negatively related to hospice inpatient services offering (OR = .95). Other factors such as nursing skill mix, volunteer dependence, and census region were also associated with inpatient services offering. PRACTICE IMPLICATIONS: The age demand of hospice care and Medicare-managed care penetration are related to hospice inpatient services offering. Hospices located in the market with more competition from hospitals that offer hospice program are less likely to offer inpatient care.

Hospice inpatient services provision, utilization, and financial performance.

BACKGROUND: Hospice performance is an overlooked area in the health care field due to the difficulty of measuring quality of care and the infrequent quality inspection. Based on the daily reimbursement mechanism for different levels of hospice care, inpatient services provision could influence both hospice-level length of stay (LOS) and financial performance. PURPOSE: The objective of this study was to explore the relationship between hospice inpatient services provision and hospice utilization and financial performance. METHODOLOGY/APPROACH: A longitudinal secondary data set (2009-2013) was merged from three sources: (a) Hospice Cost Reports from the Centers for Medicare & Medicaid Services, (b) the Provider of Services files, and (c) the Area Health Resources Files. The dependent variable in this study was hospice average LOS and financial performance measured by total operating margin (TOM) and return on assets. The independent variable was hospice inpatient services' offering. Mixed-effects regression models were used in the multivariate regression analyses. RESULTS: When comparing to hospices not providing inpatient services, offering inpatient services by staff was negatively related to average LOS (b = -0.063, p < .05) and TOM (b = -0.022, p < .05). The combination method with providing inpatient services by staff and under arrangement was negatively associated with return on assets (b = -0.073, p < .05). CONCLUSION: Hospice inpatient services provision was associated with average LOS and financial performance. PRACTICE IMPLICATIONS: Offering the inpatient services to patients by staff decreased average LOS and TOM. Hospice agencies may seek strategies to maintain their financial sustainability through outsourcing.

The Relationship Between "Leader in LGBT Healthcare Equality" Designation and Hospitals' Patient Experience Scores.

EXECUTIVE SUMMARY: An increasing number of lesbian, gay, bisexual, and transgender (LGBT) individuals openly acknowledge their identity; however, the fear of discrimination prevents many from seeking healthcare-an issue challenged by a lack of culturally competent LGBT healthcare providers. With more than 4% of American adults identifying as LGBT individuals, greater attention to their needs is imperative to improve care and access for this population. This study examined organizational and market factors associated with hospitals achieving the "Leader in LGBT Healthcare Equality" (Healthcare Equality Index, HEI; HEI Leader) designation and reported patient experience scores. We found that system-affiliated hospitals have 4.16 greater odds and teaching hospitals have 2.86 greater odds of earning the HEI Leader designation compared to nonsystem and nonteaching hospitals, respectively. Governmental hospitals have 2.47 greater odds of achieving HEI Leader status, while for-profit hospitals have 86% lower odds of having HEI Leader status compared to not-for-profit hospitals. Hospitals located in a metropolitan area have 3.19 greater odds of being an HEI Leader. The percentage of minorities and per capita income in a county also demonstrated a positive association with being an HEI Leader, with odds ratios of 1.00 and 1.02, respectively, while lower education was associated with 4% lower odds of being an HEI Leader. The main finding of this study was that HEI Leader-designated hospitals reported significantly higher overall hospital rating patient experience scores (B = 1.785; p ≤ .001) as compared to non-HEI Leader hospitals. As such, participation in the HEI may be viewed as a motivation for hospitals attaining HEI Leader designation.

Integration of cardiologists with hospitals: Effects on physician compensation and productivity.

BACKGROUND: Hospital-physician vertical integration involving employment of physicians has increased considerably over the last decade. Cardiologists are one group of specialists being increasingly employed by hospitals. Although hospital-physician integration has the potential to produce economic and societal benefits, there is concern that this consolidation may reduce competition and concentrate bargaining power among providers. In addition, hospitals may be motivated to offer cardiologists higher compensation and reduced workloads as an incentive to integrate. PURPOSE: The aim of the study was to determine if there are differences in compensation and clinical productivity, measured by work relative value units (RVUs), for cardiologists as they transition from being independent practitioners to being employed by hospitals. METHODOLOGY/APPROACH: This study was a quantitative, retrospective, longitudinal analysis, comparing the compensation and work RVUs of integrated cardiologists to their compensation and work RVUs as independent cardiologists. Data from the MedAxiom Annual Survey from 2010 to 2014 were used. Participants included 4,830 unique cardiologists that provided 13,642 pooled physician-year observations, with ownership status, compensation, work (RVUs), and other characteristics as variables for analysis. RESULTS: Results from the multivariate regressions indicate that average compensation for cardiologists increases by $129,263.1 (p < .001) when they move from independent to integrated practice. At the same time, physician work RVUs decline by 398.04 (p = .01). CONCLUSION: Our findings support the conjecture that hospitals may be offering higher pay and lower workloads to incentivize cardiologists to integrate. PRACTICE IMPLICATIONS: Although hospitals may have goals of quality improvement and lower costs, such goals may presently be secondary to service line growth and increased market power. There is reason to be cautious about some of the implications of hospital integration of cardiologists.

The Relationship of Hospital CEO Characteristics to Patient Experience Scores.

EXECUTIVE SUMMARY: Efforts by hospitals to improve patient experience continue as changes in policy such as the Affordable Care Act of 2010 have made patient experience a cornerstone of promoting greater value in the United States. Hospital CEOs play an important role in promoting positive patient experiences as they set the organizational vision and strategic goals and can execute change to support positive experiences.This study assessed whether three CEO characteristics-education, tenure with the organization, and gender-were associated with patient experience scores of California hospitals in 2013 and 2014. Using a pooled, cross-sectional design with ordinary least squares regression to account for other hospital and market characteristics, the analysis indicated that hospitals with female CEOs and longer-tenured CEOs were associated with more positive patient experience scores. Higher levels of education were not significantly associated with patient experience scores. Overall, the model covariates accounted for approximately 14.0% of the variance in patient experience scores between hospitals, with CEO characteristics accounting for approximately 2.4% of this variation. Such findings highlight the important yet emerging role of CEO characteristics when accounting for patient experience.

Contextual factors associated with hospitals' decision to operate freestanding emergency departments.

BACKGROUND: Freestanding emergency departments (FSEDs) are fast growing entities in health care, delivering emergency care outside of hospitals. Hospitals may benefit in several ways by opening FSEDs. PURPOSE: The study used the resource dependence theory as a means to analyze the relationship between market and organizational factors and the likelihood of hospitals to operate FSEDs. METHODOLOGY: All acute care hospitals in 14 states with FSEDs present during the study period from 2002 to 2011. Data on FSEDs were merged with American Hospital Association Annual Survey, Centers for Medicare and Medicaid Services' Cost Reports, and Area Resource File data. The outcome variable consists of whether or not the hospital operates an FSED. Independent variables include per capita income, percent population over age of 65 years, primary care and specialist physicians per capita, urban location, change in the unemployment rate, change in the population, change in poverty level, market competition, total satellite and autonomous FSEDs in the market, Medicare-managed care penetration rate, hospital beds, total margin, and system membership. We used logistic regression analysis with state and year fixed effects. Standard errors in the regression were clustered by hospital. PRINCIPAL FINDINGS: The number of hospitals operating satellite FSEDs increased from 32 (2.33%) in 2002 to 91 (5.76%) hospitals in 2011 among the 14 states included in the study sample. The results support the hypothesis that hospitals located in munificent environments and more competitive environments (presence of other FSEDs) are more likely to operate an FSED. Organizational level factors such as bed size and system membership are associated with a hospital operating an FSED. PRACTICE IMPLICATIONS: The findings may be used by policy makers in developing regulations for hospitals opening FSEDs. Also, study findings of this study may be used by hospitals to make informed decisions when formulating strategies regarding FSEDs.

The relationship between emergency department wait times and inpatient satisfaction.

This study examines patient perceptions of emergency department wait times and inpatient experiences. For many hospitals across the United States, the emergency department (ED) is now the "front door"; therefore, understanding the impact of ED experience on the inpatient experience is critical for leaders managing these complex settings today. Results showed statistically significant relationships between a very good ED experience and a very good inpatient experience. Perceived wait times in the ED, more so than actual ED wait times, served as a predictor of a very good ED rating as well as a very good rating of the inpatient experience.

Perceptions of a "good death" in acute hospitals.

BACKGROUND: Despite the fact that half of all deaths occur in hospital, there is a lack of literature on general nurses' experiences of caring for end-of-life patients on general hospital wards. AIM: To ascertain general nurses' perceptions and experiences of a good death in an acute hospital setting. METHOD: In-depth interviews were conducted with 13 general nurses working in an acute hospital. RESULTS: Six themes were identified as important in facilitating a good death: good communication/awareness of expected death; time (to care); environment; support; knowledge; symptom management. CONCLUSION: Participants felt that failing to communicate a diagnosis of dying adversely affected the quality of death. As such the focus of future end-of-life care education needs to include how general nurses can facilitate communication and handle difficult questions to enable a good death for patients and their families.

Shoulder injuries in ice hockey players: Prevalence, common management, and return to play.

Background: The sport of ice hockey has reached worldwide popularity, and it continues to grow. With this growth, however, there has also been an increase in the number of injuries related to the high-speed physical nature of the sport. Upper extremity related traumas and maladies are amongst the most commonly experienced injuries in this population of athletes. The objective of this narrative review is to appraise the current literary landscape as to the epidemiology, treatment, and return to play experienced with the most common upper extremity orthopedic injuries related to ice hockey play. Methods: PubMed, Google Scholar, and OVID were searched individually using the filtered terms "shoulder", "injury", and "ice hockey". Articles that were published after 2000 were analyzed. Notably, the concepts of athlete sex, compete level, and post injury productivity were explored in detail. Results: It is evident in the literature that upper extremity injury rates increased as level of play increased, were more common in males, and occurred more often during in-game situations. Acromioclavicular joint separations, shoulder instability, and clavicle fractures were amongst the most commonly cited ice hockey upper extremity injury presentations; acromioclavicular joint injuries were considered the most common upper extremity injury in ice hockey players. Return to play depends on injury type and severity. Overall, performance decreased upon initial return from injury. Conclusion: Ultimately, further research needs to be conducted on shoulder related ice hockey injuries, their prevention, and the accurate management of specific presentations in order to ensure efficient and safe return to play.

Pharmacokinetics, Metabolism, and Excretion of Intravenous [14C]Difelikefalin in Healthy Subjects and Subjects on Hemodialysis.

BACKGROUND AND OBJECTIVE: Difelikefalin, a selective kappa-opioid receptor agonist, is the first approved treatment for moderate-to-severe pruritus in patients with end-stage renal disease (ESRD) on hemodialysis (HD) in the USA and Europe. The purpose of this open-label study was to investigate the pharmacokinetics and disposition of [14C]difelikefalin following a single intravenous dose in subjects with normal renal function and subjects on HD. METHODS: Twelve adult males (n = 6 healthy subjects; n = 6 subjects on HD) received single intravenous doses of [14C]difelikefalin containing 100 µCi (total doses of 1.7-3.0 µg/kg difelikefalin). Blood, urine, feces, and dialysate samples (when applicable) were collected after dosing. RESULTS: The median time to maximum concentration was similar for HD and healthy subjects, occurring at 5 min post-dose. The mean area under the concentration-time curve (AUC) was approximately 11-fold higher in HD versus healthy subjects; mean plasma half-life was 38.0 h and 2.6 h, respectively. In healthy subjects, 80.5% of the dose was recovered in urine, and 11.3% was recovered in feces. In subjects on HD, 58.8% of the dose was recovered in feces, and 19.5% was recovered in dialysate [for subjects on HD with residual kidney function (n = 3), 11.2% was recovered in urine]. Based on plasma AUClast, parent [14C]difelikefalin was the most abundant analyte in systemic circulation (> 99% of total exposure) for both cohorts. Metabolite profiles in urine and feces suggested minimal metabolism of the parent compound. CONCLUSION: In subjects on HD, difelikefalin total exposure was higher and plasma half-life was longer compared with subjects with intact renal function. Metabolism was low in both healthy subjects and subjects on HD, with unchanged drug representing > 99% of systemic circulation; however, the route of excretion was primarily into urine versus feces in healthy subjects, and feces versus dialysate in subjects on HD. REGISTRATION: ClinicalTrials.gov NCT03947970.

A Comparison of Two Diabetes Self-Management Education Programs for the Reduction of Participant A1c Levels.

PURPOSE: Compare the effectiveness of two educational teaching methods for diabetic patients. DESIGN: Quasi-experimental study comparing two interventions using a pretest/post-test design. SETTING: Three clinics within a western U.S. regional health system. SUBJECTS: 818 adult diabetic participants (60.5 mean age, 52% female) attended one to four sessions between 2013-2017, and had A1c tests within 180 days of first attended session and 30 to 365 days after last attended session. INTERVENTION: A group-based, highly interactive learning experience (n = 561) and a traditional, lecture-style class (n = 257). MEASURES: Pre and post measures of A1c. ANALYSIS: Paired t-tests measured change within each group pre-post intervention. Two-sample t-tests measured mean change pre-post intervention between the two groups. Multivariable linear regression measured mean change in A1c between groups, adjusted for pre-test scores and controlling for demographic variables. RESULTS: Both interactive and traditional teaching interventions were effective at significantly reducing patient A1c levels by 1.3 (p < 0.001) and 1.0 (p < 0.001) points respectively. The between groups difference in A1c was not significant, t(512) = 1.66, p = 0.0985, but when controlling for age, pre-A1c and days post-A1c, the interactive intervention was significantly (p < 0.05) more effective reducing patient A1c levels by 0.19 points than the traditional intervention. CONCLUSION: Group-based, interactive diabetes self-management education programs may be an effective model for reducing patient A1c levels.

Hospitalists, two decades later: Which US hospitals utilize them?

Hospitalists, or specialists of hospital medicine, have long been practicing in Canada and Europe. However, it was not until the mid-1990s, when hospitals in the U.S. started widespread adoption of hospitalists. Since then, the number of hospitalists has grown exponentially in the U.S. from a few hundred to over 50,000 in 2016. Prior studies on hospitalists have well documented benefits hospitals gain from adopting this innovative staffing strategy. However, there is a dearth of research documenting predictors of hospitals' adoption of hospitalists. To fill this gap, this longitudinal study (2003-2015) purposes to determine organizational and market characteristics of U.S. hospitals that utilize hospitalists. Our findings indicate that private not-for-profit, system affiliated, teaching, and urban hospitals, and those located in higher per capita income markets have a higher probability of utilizing hospitalists. Additionally, large or medium, profitable hospitals, and those that treat sicker patients have a higher probability of adoption. Finally, hospitals with a high proportion of Medicaid patients have a lower probability of utilizing hospitalists. Our results suggest that hospitals with greater slack resources and those located in munificent counties are more likely to use hospitalists, while their under-resourced counterparts may experience more barriers in adopting this innovative staffing strategy.

Screening for psychological distress in patients with lung cancer: results of a clinical audit evaluating the use of the patient Distress Thermometer.

PURPOSE: Patients with lung cancer frequently suffer psychological distress and guidelines in the United Kingdom recommend screening of all cancer patients for this problem. The audit investigated use of the Distress Thermometer in terms of staff adherence to locally developed guidelines, patient willingness to use the tool, its impact on referral rates to clinical psychology services and concordance between the tool and the clinical assessment. METHOD: Use of the Distress Thermometer was audited over a 3-month period in one lung cancer outpatient clinic. Referrals to clinical psychology services in response to clearly delineated referral indicators were assessed. Patient-reported outcomes were compared with practitioner assessment of need during clinical consultations to see whether the tool was measuring distress effectively. RESULTS: Thirty three of 34 patients used the Distress Thermometer during the audit period. Ten reported distress levels above 4 in the emotional or family problems domains. On ten occasions, the clinical interview identified problems not elicited by the Distress Thermometer. Guidelines were adhered to by staff, and patients were offered information about local support services and referral to clinical psychology services where indicated. Whilst all patients were happy to receive written information about further sources of support, none wanted to be referred to psychological services at that time. CONCLUSIONS: The Distress Thermometer is acceptable to patients with lung cancer in outpatient settings but it did not increase referrals for psychological support. Staff found it to be a useful tool in opening up communication about patient issues although it should not replace a comprehensive clinical interview.

The Relationship Between Hospital Interdepartmental Transfers and Patient Experience.

This study examined the association between interdepartmental transfers and the perceptions of care received by adult patients who were admitted and discharged from a 300-bed, not-for-profit community tertiary hospital in the Midwest. Transfers of patient care are daily and frequent hospital processes. However, limited attention has focused on the effect that intrahospital transfers of care have on the patient experience. Understanding this relationship is important, since value-based purchasing models directly tie patient experience measures into hospital reimbursements. The key finding of this study indicates that as patients' transfers increase, their perceptions of care decrease. Therefore, by reducing the frequency of interdepartmental transfers, patient satisfaction may increase. This research provides clinicians and administrators a better understanding of the relationship between a frequent and a daily hospital process (ie, interdepartmental transfers) and its influence on patients' perceptions of their experience.