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1.
Int J Health Plann Manage ; 39(3): 888-897, 2024 May.
Article in English | MEDLINE | ID: mdl-38233974

ABSTRACT

COVID-19 put unprecedented strain on the health and care workforce (HCWF). Yet, it also brought the HCWF to the forefront of the policy agenda and revealed many innovative solutions that can be built upon to overcome persistent workforce challenges. In this perspective, which draws on a Policy Brief prepared for the WHO Fifth Global Forum on Human Resources for Health, we present findings from a scoping review of global emergency workforce strategies implemented during the pandemic and consider what we can learn from them for the long-term sustainability of the HCWF. Our review shows that strategies to strengthen HCWF capacity during COVID-19 fell into three categories: (1) surging supply of health and care workers (HCWs); (2) optimizing the use of the workforce in terms of setting, skills and roles; and (3) providing HCWs with support and protection. While some initiatives were only short-term strategies, others have potential to be continued. COVID-19 demonstrated that changes to scope-of-practice and the introduction of team-based roles are possible and central to an effective, sustainable workforce. Additionally, the use of technology and digital tools increased rapidly during COVID-19 and can be built on to enhance access and efficiency. The pandemic also highlighted the importance of prioritizing the security, safety, and physical and mental health of workers, implementing measures that are gender and equity-focused, and ensuring the centrality of the worker perspective in efforts to improve HCWF retention. Flexibility of regulatory, financial, technical measures and quality assurance was critical in facilitating the implementation of HCWF strategies and needs to be continued. The lessons learned from COVID-19 can help countries strengthen the HCWF, health systems, and the health and well-being of all, now and in the future.


Subject(s)
COVID-19 , Global Health , Health Workforce , COVID-19/epidemiology , Humans , Health Workforce/organization & administration , Health Personnel/organization & administration , Pandemics , SARS-CoV-2
2.
Public Health Rep ; 138(1_suppl): 78S-89S, 2023.
Article in English | MEDLINE | ID: mdl-37226941

ABSTRACT

OBJECTIVES: In times of heightened population health needs, the health workforce must respond quickly and efficiently, especially at the state level. We examined state governors' executive orders related to 2 key health workforce flexibility issues, scope of practice (SOP) and licensing, in response to the COVID-19 pandemic. METHODS: We conducted an in-depth document review of state governors' executive orders introduced in 2020 in all 50 states and the District of Columbia. We conducted a thematic content analysis of the executive order language using an inductive process and then categorized executive orders by profession (advanced practice registered nurses, physician assistants, and pharmacists) and degree of flexibility granted; for licensing, we indicated yes or no for easing or waiving cross-state regulatory barriers. RESULTS: We identified executive orders in 36 states containing explicit directives addressing SOP or out-of-state licensing, with those in 20 states easing regulatory barriers pertaining to both workforce issues. Seventeen states issued executive orders expanding SOP for advanced practice nurses and physician assistants, most commonly by completely waiving physician practice agreements, while those in 9 states expanded pharmacist SOP. Executive orders in 31 states and the District of Columbia eased or waived out-of-state licensing regulatory barriers, usually for all health care professionals. CONCLUSION: Governor directives issued through executive orders played an important role in expanding health workforce flexibility in the first year of the pandemic, especially in states with restrictive practice regulations prior to COVID-19. Future research should examine what effects these temporary flexibilities may have had on patient and practice outcomes or on permanent efforts to relax practice restrictions for health care professionals.


Subject(s)
COVID-19 , Humans , COVID-19/epidemiology , Health Workforce , Pandemics , Workforce , District of Columbia
3.
Nurs Outlook ; 71(2): 101892, 2023.
Article in English | MEDLINE | ID: mdl-36641315

ABSTRACT

There is a clear and growing need to be able record and track the contributions of individual registered nurses (RNs) to patient care and patient care outcomes in the US and also understand the state of the nursing workforce. The National Academies of Sciences, Engineering, and Medicine report, The Future of Nursing 2020-2030: Charting a Path to Achieve Health Equity (2021), identified the need to track nurses' collective and individual contributions to patient care outcomes. This capability depends upon the adoption of a unique nurse identifier and its implementation within electronic health records. Additionally, there is a need to understand the nature and characteristics of the overall nursing workforce including supply and demand, turnover, attrition, credentialing, and geographic areas of practice. This need for data to support workforce studies and planning is dependent upon comprehensive databases describing the nursing workforce, with unique nurse identification to support linkage across data sources. There are two existing national nurse identifiers- the National Provider Identifier and the National Council of State Boards of Nursing Identifier. This article provides an overview of these two national nurse identifiers; reviews three databases that are not nurse specific to understand lessons learned in the development of those databases; and discusses the ethical, legal, social, diversity, equity, and inclusion implications of a unique nurse identifier.


Subject(s)
Nursing Staff , Personnel Turnover , Humans , Workforce , Policy
4.
Fam Syst Health ; 41(2): 240-255, 2023 06.
Article in English | MEDLINE | ID: mdl-35708920

ABSTRACT

OBJECTIVE: As numbers of sandwiched caregivers in the United States grow, it is essential to document the literature on the impacts of dual care demands on well-being and health. METHOD: Guided by Arksey and O'Malley's (2005) framework, this scoping review examined the literature on sandwiched caregivers' psychological well-being and physical health, identified gaps in the literature, and provided future directions to advance the family caregiving literature. RESULTS: Findings showed that there were inconsistencies in the conceptualization of sandwiched caregivers. Additionally, an examination of the studies showed that sandwiched caregivers exhibited lower levels of psychological well-being and poorer health behaviors compared to other types of family caregivers and noncaregivers. Furthermore, the quality of sandwiched caregivers' psychological well-being was shaped by family and work contexts. CONCLUSIONS: Future research should direct more attention to the examination of sandwiched caregivers' physical health and those of minority status given that multigenerational care occurs at greater rates in these populations. Additionally, a systems perspective would allow for the examination of the impact of sandwiched caregiving on other family members. (PsycInfo Database Record (c) 2023 APA, all rights reserved).


Subject(s)
Caregivers , Psychological Well-Being , Humans , United States , Caregivers/psychology , Family
6.
J Prof Nurs ; 42: 225-230, 2022.
Article in English | MEDLINE | ID: mdl-36150865

ABSTRACT

BACKGROUND: Nursing schools need to provide students with the appropriate tools to develop competencies and resources to actualize moral courage to advance health equity and center social mission. PURPOSE: The purpose of this study was to describe six nursing programs that exemplify a variety of ways that social mission goals are pursued in different contexts. METHOD: Using a case study approach, we selected nursing schools that excelled in at least one of the following social mission domains: education program, community engagement, governance, diversity & inclusion, institutional culture & climate and research. We conducted video interviews with the administration, faculty and students. FINDINGS: Main themes were: (1) central university/college commitment; (2) allocation of school resources; (3) faculty buy-in; (4) community partnerships; and, (5) an institutional culture of inclusion. DISCUSSION: While each school approaches social mission differently, there are commonalities across cases including a number of necessary factors for schools to advance their social mission goals.


Subject(s)
Education, Nursing , Humans , Schools, Nursing
7.
J Ambul Care Manage ; 45(4): 289-298, 2022.
Article in English | MEDLINE | ID: mdl-36006387

ABSTRACT

The nurse practitioner (NP) workforce in community health centers (CHCs) increases access to primary care for underserved populations. Working with medically complex patients, high workloads, and low resources in the CHC setting, CHC NPs may be susceptible to poor workforce outcomes. This study uses NP survey data collected from 6 US states to describe and assess the relationship between CHC NP practice environment and burnout, job satisfaction, and turnover intention. CHC NPs rated their practice environments favorably, and more than 89% of CHC NPs reported satisfaction with their job. Better rating of NPs' relationship with CHC administration was associated with improved job satisfaction and decreased turnover intention.


Subject(s)
Nurse Practitioners , Community Health Centers , Cross-Sectional Studies , Humans , Job Satisfaction , Personnel Turnover , Surveys and Questionnaires , Workforce
8.
J Nurs Educ ; 61(5): 242-249, 2022 May.
Article in English | MEDLINE | ID: mdl-35522770

ABSTRACT

BACKGROUND: There is variation in nursing education quality, measured as first-time NCLEX (National Council Licensure Examination)-RN pass rates (FTPR), both across and within the United States. Current research examines program-level characteristics associated with performance. METHOD: This study examines state-level policies and their relationship to FTPR (both associate and baccalaureate nursing degrees) to identify policies that enhance nursing program quality. Ordinary least squares regression analyses were conducted for state and program levels, and tests for interactions of variables were conducted between the two levels. RESULTS: Accredited for-profit programs were associated with a 24% higher FTPR than nonaccredited for-profit programs. In addition, for-profit programs in more business-friendly states were associated with an 11.8% lower FTPR. CONCLUSION: National standards for licensure pass rates, a mandate that all programs be accredited, and better enforcement could help improve the quality of RN programs nationwide. States with pro-business policies should be aware of the effect of their policies on the proliferation of for-profit schools. [J Nurs Educ. 2022;61(5):242-249.].


Subject(s)
Education, Nursing, Baccalaureate , Education, Nursing , Educational Measurement , Educational Status , Humans , Licensure, Nursing , United States
10.
Am J Obstet Gynecol ; 226(2): 232.e1-232.e11, 2022 02.
Article in English | MEDLINE | ID: mdl-34418348

ABSTRACT

BACKGROUND: Contraception care is essential to providing comprehensive healthcare; however, little is known nationally about the contraception workforce. Previous research has examined the supply, distribution, and adequacy of the health workforce providing contraception services, but this research has faced a series of data limitations, relying on surveys or focusing on a subset of practitioners and resulting in an incomplete picture of contraception practitioners in the United States. OBJECTIVE: This study aimed to construct a comprehensive database of the contraceptive workforce in the United States that provides the following 6 types of highly effective contraception: intrauterine device, implant, shot (depot medroxyprogesterone acetate), oral contraception, hormonal patch, and vaginal ring. In addition, we aimed to examine the difference in supply, distribution, the types of contraception services offered, and Medicaid participation. STUDY DESIGN: We constructed a national database of contraceptive service providers using multiple data sets: IQVIA prescription claims, preadjudicated medical claims, and the OneKey healthcare provider data set; the National Plan and Provider Enumeration System data set; and the Census Bureau's American Community Survey data on population demographics. All statistical analyses were descriptive, including chi-squared tests for groupwise differences and pairwise post hoc tests with Bonferroni corrections for multiple comparisons. RESULTS: Although 73.1% of obstetrician-gynecologists and 72.6% of nurse-midwives prescribed the pill, patch, or ring, only 51.4% of family medicine physicians, 32.4% of pediatricians, and 19.8% of internal medicine physicians do so. The ratio of all primary care providers prescribing contraception to the female population of reproductive age (ages, 15-44 years) varied substantially across states, with a range of 27.9 providers per 10,000 population in New Jersey to 74.2 providers per 10,000 population in Maine. In addition, there are substantial differences across states for Medicaid acceptance. Of the obstetrician-gynecologists providing contraception, the percentage of providers who prescribe contraception to Medicaid patients ranged from 83.9% (District of Columbia) to 100% (North Dakota); for family medicine physicians, it ranged from 49.7% (Florida) to 91.1% (Massachusetts); and for internal medicine physicians, it ranged from 25.0% (Texas) to 75.9% (Delaware). For in-person contraception, there were large differences in the proportion of providers offering the 3 different contraceptive method types (intrauterine device, implant, and shot) by provider specialty. CONCLUSION: This study found a significant difference in the distribution, types of contraception, and Medicaid participation of the contraception workforce. In addition to obstetrician-gynecologists and nurse-midwives, family medicine physicians, internal medicine physicians, pediatricians, advanced practice nurses, and physician assistants are important contraception providers. However, large gaps remain in the provision of highly effective services such as intrauterine devices and implants. Future research should examine provider characteristics, programs, and policies associated with the provision of different contraception services.


Subject(s)
Contraception/methods , Health Personnel , Workforce , Adolescent , Adult , Contraception/statistics & numerical data , Databases, Factual , Female , Humans , United States , Young Adult
11.
PLOS Digit Health ; 1(8): e0000078, 2022 Aug.
Article in English | MEDLINE | ID: mdl-36812577

ABSTRACT

A wide variety of diseases are commonly diagnosed via the visual examination of cell morphology within a peripheral blood smear. For certain diseases, such as COVID-19, morphological impact across the multitude of blood cell types is still poorly understood. In this paper, we present a multiple instance learning-based approach to aggregate high-resolution morphological information across many blood cells and cell types to automatically diagnose disease at a per-patient level. We integrated image and diagnostic information from across 236 patients to demonstrate not only that there is a significant link between blood and a patient's COVID-19 infection status, but also that novel machine learning approaches offer a powerful and scalable means to analyze peripheral blood smears. Our results both backup and enhance hematological findings relating blood cell morphology to COVID-19, and offer a high diagnostic efficacy; with a 79% accuracy and a ROC-AUC of 0.90.

13.
Med Care ; 59(Suppl 5): S420-S427, 2021 10 01.
Article in English | MEDLINE | ID: mdl-34524238

ABSTRACT

BACKGROUND: As coronavirus disease 2019 (COVID-19) rapidly progressed throughout the United States, increased demand for health workers required health workforce data and tools to aid planning and response at local, state, and national levels. OBJECTIVE: We describe the development of 2 estimator tools designed to inform health workforce planning for COVID-19. RESEARCH DESIGN: We estimated supply and demand for intensivists, critical care nurses, hospitalists, respiratory therapists, and pharmacists, using Institute for Health Metrics and Evaluation projections for COVID-19 hospital care and National Plan and Provider Enumeration System, Provider Enrollment Chain and Ownership System, American Hospital Association, and Bureau of Labor Statistics Occupation Employment Statistics for workforce supply. We estimated contact tracing workforce needs using Johns Hopkins University COVID-19 case counts and workload parameters based on expert advice. RESULTS: The State Hospital Workforce Deficit Estimator estimated the sufficiency of state hospital-based clinicians to meet projected COVID-19 demand. The Contact Tracing Workforce Estimator calculated the workforce needed based on the 14-day COVID-19 caseload at county, state, and the national level, allowing users to adjust workload parameters to reflect local contexts. CONCLUSIONS: The 2 estimators illustrate the value of integrating health workforce data and analysis with pandemic response planning. The many unknowns associated with COVID-19 required tools to be flexible, allowing users to change assumptions on number of contacts and work capacity. Data limitations were a challenge for both estimators, highlighting the need to invest in health workforce data and data infrastructure as part of future emergency preparedness planning.


Subject(s)
COVID-19/epidemiology , Community Health Planning , Health Personnel/statistics & numerical data , Health Workforce/statistics & numerical data , Models, Statistical , Regional Health Planning , Contact Tracing , Humans , United States/epidemiology , Workload
14.
Med Care ; 59(Suppl 5): S428-S433, 2021 10 01.
Article in English | MEDLINE | ID: mdl-34524239

ABSTRACT

OBJECTIVE: Prior studies of community health centers (CHCs) have found that clinicians supported by the National Health Service Corps (NHSC) provide a comparable number of primary care visits per full-time clinician as non-NHSC clinicians and provide more behavioral health care visits per clinician than non-NHSC clinicians. This present study extends prior research by examining the contribution of NHSC and non-NHSC clinicians to medical and behavioral health costs per visit. METHODS: Using 2013-2017 data from 1022 federally qualified health centers merged with the NHSC participant data, we constructed multivariate linear regression models with health center and year fixed effects to examine the marginal effect of each additional NHSC and non-NHSC staff full-time equivalent (FTE) on medical and behavioral health care costs per visit in CHCs. RESULTS: On average, each additional NHSC behavioral health staff FTE was associated with a significant reduction of 3.55 dollars of behavioral health care costs per visit in CHCs and was associated with a larger reduction of 7.95 dollars in rural CHCs specifically. In contrast, each additional non-NHSC behavioral health staff FTE did not significantly affect changes in behavioral health care costs per visit. Each additional NHSC primary care staff FTE was not significantly associated with higher medical care costs per visit, while each additional non-NHSC clinician contributed to a slight increase of $0.66 in medical care costs per visit. CONCLUSIONS: Combined with previous findings on productivity, the present findings suggest that the use of NHSC clinicians is an effective approach to improving the capacity of CHCs by increasing medical and behavioral health care visits without increasing costs of services in CHCs, including rural health centers.


Subject(s)
Ambulatory Care/economics , Community Health Centers/economics , Health Care Costs/statistics & numerical data , Health Workforce/economics , State Medicine/economics , Community Mental Health Services/economics , Humans , Medically Underserved Area , Primary Health Care/economics , United States
15.
Med Care ; 59(Suppl 5): S463-S470, 2021 10 01.
Article in English | MEDLINE | ID: mdl-34524244

ABSTRACT

OBJECTIVE: The objective of this study was to addresses the basic question of whether alternative legislative approaches are effective in encouraging hospitals to increase nurse staffing. METHODS: Using 16 years of nationally representative hospital-level data from the American Hospital Association (AHA) annual survey, we employed a difference-in-difference design to compare changes in productive hours per patient day for registered nurses (RNs), licensed practical/vocational nurses (LPNs), and nursing assistive personnel (NAP) in the state that mandated staffing ratios, states that legislated staffing committees, and states that legislated public reporting, to changes in states that did not implement any nurse staffing legislation before and after the legislation was implemented. We constructed multivariate linear regression models to assess the effects with hospital and year fixed effects, controlling for hospital-level characteristics and state-level factors. RESULTS: Compared with states with no legislation, the state that legislated minimum staffing ratios had an 0.996 (P<0.01) increase in RN hours per patient day and 0.224 (P<0.01) increase in NAP hours after the legislation was implemented, but no statistically significant changes in RN or NAP hours were found in states that legislated a staffing committee or public reporting. The staffing committee approach had a negative effect on LPN hours (difference-in-difference=-0.076, P<0.01), while the public reporting approach had a positive effect on LPN hours (difference-in-difference=0.115, P<0.01). There was no statistically significant effect of staffing mandate on LPN hours. CONCLUSIONS: When we included California in the comparison, our model suggests that neither the staffing committee nor the public reporting approach alone are effective in increasing hospital RN staffing, although the public reporting approach appeared to have a positive effect on LPN staffing. When we excluded California form the model, public reporting also had a positive effect on RN staffing. Future research should examine patient outcomes associated with these policies, as well as potential cost savings for hospitals from reduced nurse turnover rates.


Subject(s)
Health Policy , Health Workforce/legislation & jurisprudence , Nursing Staff, Hospital/supply & distribution , Personnel Staffing and Scheduling/statistics & numerical data , State Government , American Hospital Association , Efficiency, Organizational/statistics & numerical data , Health Care Surveys , Humans , Licensed Practical Nurses/legislation & jurisprudence , Licensed Practical Nurses/supply & distribution , Linear Models , Nurses/legislation & jurisprudence , Nurses/supply & distribution , Nursing Assistants/legislation & jurisprudence , Nursing Assistants/supply & distribution , Nursing Staff, Hospital/legislation & jurisprudence , Personnel Staffing and Scheduling/legislation & jurisprudence , United States
16.
Nurs Adm Q ; 45(3): 179-186, 2021.
Article in English | MEDLINE | ID: mdl-34060500

ABSTRACT

Among the many lessons that have been reinforced by the SARS-COVID-19 pandemic is the failure of our current fee-for-service health care system to either adequately respond to patient needs or offer financial sustainability. This has enhanced bipartisan interest in moving forward with value-based payment reforms. Nurses have a rich history of innovative care models that speak to their potential centrality in delivery system reforms. However, deficits in terms of educational preparation, and in some cases resistance, to considering cost alongside quality, has hindered the profession's contribution to the conversation about value-based payments and their implications for system change. Addressing this deficit will allow nurses to more fully engage in redesigning health care to better serve the physical, emotional, and economic well-being of this nation. It also has the potential to unleash nurses from the tethers of a fee-for-service system where they have been relegated to a labor cost and firmly locate nurses in a value-generating role. Nurse administrators and educators bear the responsibility for preparing nurses for this next chapter of nursing.


Subject(s)
COVID-19/economics , Nurses/psychology , Value-Based Health Insurance , COVID-19/prevention & control , Humans , Nurses/statistics & numerical data , Pandemics/prevention & control
17.
Spine J ; 21(12): 2078-2096, 2021 12.
Article in English | MEDLINE | ID: mdl-33971325

ABSTRACT

Chondrosarcoma is an uncommon primary bone tumor with an estimated incidence of 0.5 per 100,000 patient-years. Primary chondrosarcoma of the mobile spine and sacrum cumulatively account for less than 20% of all cases, most .commonly causing patients to present with focal pain with or without radiculopathy, or myelopathy secondary to neural element compression. Because of the rarity, patients benefit from multidisciplinary care at academic tertiary-care centers. Current standard-of-care consists of en bloc surgical resection with negative margins; for high grade lesions adjuvant focused radiation with ≥60 gray equivalents is taking an increased role in improving local control. Prognosis is dictated by lesion grade at the time of resection. Several groups have put forth survival calculators and epidemiological evidence suggests prognosis is quite good for lesions receiving R0 resection. Future efforts will be focused on identifying potential chemotherapeutic adjuvants and refining radiation treatments as a means of improving local control.


Subject(s)
Chondrosarcoma , Spinal Neoplasms , Chondrosarcoma/surgery , Humans , Neoplasm Recurrence, Local , Pelvis , Sacrum , Spinal Neoplasms/surgery
18.
J Am Assoc Nurse Pract ; 34(1): 32-41, 2021 Feb 15.
Article in English | MEDLINE | ID: mdl-33625166

ABSTRACT

BACKGROUND: To prepare new graduate nurse practitioners (NPs) for transition to practice, postgraduate residency or fellowship programs have been spreading across the nation in the past decade. PURPOSE: We examined the effects of completing a postgraduate residency or fellowship program on role perception, practice autonomy, team collaboration, job satisfaction, and intent to leave among primary care NPs (PCNPs). METHODS: We analyzed 8,400 PCNP respondents, representing a total of 75,963 PCNPs nationwide, to the 2018 National Sample Survey of Registered Nurses. We conducted multivariate logistic regression analyses to examine whether completing a postgraduate training program was associated with increased role perception, greater practice autonomy, improved team collaboration, increased job satisfaction, and decreased intent to leave in their work, controlling for NP personal and practice characteristics. RESULTS: About 10% of PCNPs completed some form of postgraduate training. Primary care NPs who had completed a residency or fellowship program were more likely to have a minority background (e.g., non-White and male) and also see more underserved populations (e.g., minority background, with limited English proficiency) than those without residency training. We found that PCNPs with residency training were more likely to report enhanced confidence in independent roles, greater practice autonomy, improved team collaboration, increased job satisfaction, and decreased intent to leave than those without residency training. IMPLICATIONS FOR PRACTICE: This study supports further expansion of such programs, which would have positive effects for NPs, health care organizations, and patients, necessitating a long-overdue conversation about real public funding for primary care graduate nursing education.


Subject(s)
Education, Nursing, Graduate , Internship and Residency , Nurse Practitioners , Fellowships and Scholarships , Humans , Male , Primary Health Care , Surveys and Questionnaires
19.
Spine J ; 21(3): 500-517, 2021 03.
Article in English | MEDLINE | ID: mdl-33589095

ABSTRACT

Chordoma is a notochord-derived primary tumor of the skull base and vertebral column known to affect 0.08 to 0.5 per 100,000 persons worldwide. Patients commonly present with mechanical, midline pain with or without radicular features secondary to nerve root compression. Management of these lesions has classically revolved around oncologic resection, defined by en bloc resection of the lesion with negative margins as this was found to significantly improve both local control and overall survival. With advancement in radiation modalities, namely the increased availability of focused photon therapy and proton beam radiation, high-dose (>50 Gy) neoadjuvant or adjuvant radiotherapy is also becoming a standard of care. At present chemotherapy does not appear to have a role, but ongoing investigations into the ontogeny and molecular pathophysiology of chordoma promise to identify therapeutic targets that may further alter this paradigm. In this narrative review we describe the epidemiology, histopathology, diagnosis, and treatment of chordoma.


Subject(s)
Chordoma , Spinal Neoplasms , Chordoma/therapy , Humans , Neoplasm Recurrence, Local , Sacrum , Spinal Neoplasms/therapy , Treatment Outcome
20.
Med Care Res Rev ; 78(6): 672-683, 2021 12.
Article in English | MEDLINE | ID: mdl-32820998

ABSTRACT

Hospitals have increasingly relied on nurse assistants to support nurses in the provision of patient care, yet knowledge about their contributions to the patient experience in U.S. hospitals is limited. We address this issue by exploring the impact of nurse assistants and registered nurses on an array of patient satisfaction measures from the Medicare Hospital Consumer Assessment of Healthcare Providers and Systems. Using linked data for 2,807 hospitals from 2008 to 2016, we employ a production function approach to estimate and plot marginal impact curves for both nurse assistants and registered nurses. We find that although registered nurses are more impactful, nurse assistants are the more underdeployed staffing category. We also find that after meeting certain thresholds for minimal hours, nurse assistants have a comparative advantage in improving patient satisfaction scores in the housekeeping and patient support domain. Given their lower labor costs, further employment of nurse assistants may be warranted.


Subject(s)
Nursing Staff, Hospital , Personal Satisfaction , Aged , Hospitals , Humans , Medicare , Patient Satisfaction , Personnel Staffing and Scheduling , United States
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