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1.
Int J Nurs Stud ; 63: 73-81, 2016 Nov.
Article in English | MEDLINE | ID: mdl-27607602

ABSTRACT

BACKGROUND: Composite indices are single measures that combine the strengths of two or more individual measures and provide broader, easy-to-use measures for evaluation of provider performance and comparisons across units and hospitals to support quality improvement. OBJECTIVE: The study objective was to develop a unit-level inpatient composite nursing care quality performance index-the Pressure Ulcer and Fall Rate Quality Composite Index. DESIGN: Two-phase measure development study. SETTINGS: 5144 patient care units in 857 United States hospitals participating in the National Database of Nursing Quality Indictors® during the year 2013. METHODS: The Pressure Ulcer and Fall Rate Quality Composite Index was developed in two phases. In Phase 1 the formula was generated using a utility function and generalized penalty analysis. Experts with experience in healthcare quality measurement provided the point of indicator equivalence. In Phase 2 initial validity evidence was gathered based on hypothesized relationships between the Pressure Ulcer and Fall Rate Quality Composite Index and other variables using two-level (unit, hospital) hierarchical linear mixed modeling. RESULTS: The Pressure Ulcer and Fall Rate Quality Composite Index=100-PUR-FR, where PUR is pressure ulcer rate and FR is total fall rate. Higher scores indicate better quality. Bland-Altman plots demonstrated agreement between pairs of experts and provided evidence for inter-rater reliability of the formula. The validation process demonstrated that higher registered nurse skill mix, higher percent of registered nurses with a baccalaureate in nursing or higher degree, higher percent of registered nurses with national specialty certification, and lower percent of hours supplied by agency staff were significantly associated with higher Pressure Ulcer and Fall Rate Quality Composite Index scores. Higher percentages of unit patients at risk for a hospital-acquired pressure ulcer and higher unit rates of physical restraint use were not associated with higher Pressure Ulcer and Fall Rate Quality Composite Index scores. CONCLUSIONS: The Pressure Ulcer and Fall Rate Quality Composite Index is a step toward providing a more holistic perspective of unit level nursing quality than individual measures and may help nurses nursing administrators obtain a broader view of which patient care units are the higher and lower performers. Further study is needed to examine the usability of the Pressure Ulcer and Fall Rate Quality Composite Index.


Subject(s)
Accidental Falls , Pressure Ulcer , Humans , Pressure Ulcer/nursing , Quality Indicators, Health Care
2.
Int J Nurs Stud ; 52(10): 1565-72, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26166148

ABSTRACT

BACKGROUND: Nursing unit is the micro-organization in the hospital health care system in which integrated patient care is provided. Nursing units of different types serve patients with distinct care goals, clinical tasks, and social structures and norms. However, empirical evidence is sparse on unit type differences in quality of care and its relation with nurse work environment. Nurse work environment has been found as an important nursing factor predicting nurse and patient outcomes. OBJECTIVES: To examine the unit type differences in nurse-reported quality of care, and to identify the association between unit work environment and quality of care by unit types. METHODS: This is a cross-sectional study using nurse survey data (2012) from US hospitals nationwide. The nurse survey collected data on quality of care, nurse work environment, and other work related information from staff nurses working in units of various types. Unit types were systematically classified across hospitals. The unit of analysis was the nursing unit, and the final sample included 7677 units of 14 unit types from 577 hospitals in 49 states in the US. Multilevel regressions were used to assess the relationship between nurse work environment and quality of care across and by unit types. RESULTS: On average, units had 58% of the nurses reporting excellent quality of care and 40% of the nurses reporting improved quality of care over the past year. Unit quality of care varied by unit types, from 43% of the nurses in adult medical units to 73% of the nurses in interventional units rating overall quality of care on unit as excellent, and from 35% of the nurses in adult critical care units to 44% of the nurses in adult medical units and medical-surgical combined units reporting improved quality of care. Estimates from regressions indicated that better unit work environments were associated with higher quality of care when controlling various hospital and unit covariates; and this association persisted among units of different types. CONCLUSIONS: Unit type differences exist in the overall quality of care as well as achievement in improving quality of care. The low rates of nurses reporting improvement in the quality of nursing care to patients suggest that further interventions focusing at the unit-level are needed for achieving high care quality. Findings from our study also suggest that improving nurse work environments can be an effective strategy to improve quality of care.


Subject(s)
Nursing Staff, Hospital , Quality of Health Care , Workplace , Cross-Sectional Studies , United States
3.
Health Serv Res ; 49(4): 1205-25, 2014 Aug.
Article in English | MEDLINE | ID: mdl-24476194

ABSTRACT

OBJECTIVE: We examined the concurrent and lagged effects of registered nurse (RN) turnover on unit-acquired pressure ulcer rates and whether RN staffing mediated the effects. DATA SOURCES/SETTING: Quarterly unit-level data were obtained from the National Database of Nursing Quality Indicators for 2008 to 2010. A total of 10,935 unit-quarter observations (2,294 units, 465 hospitals) were analyzed. METHODS: This longitudinal study used multilevel regressions and tested time-lagged effects of study variables on outcomes. FINDINGS: The lagged effect of RN turnover on unit-acquired pressure ulcers was significant, while there was no concurrent effect. For every 10 percentage-point increase in RN turnover in a quarter, the odds of a patient having a pressure ulcer increased by 4 percent in the next quarter. Higher RN turnover in a quarter was associated with lower RN staffing in the current and subsequent quarters. Higher RN staffing was associated with lower pressure ulcer rates, but it did not mediate the relationship between turnover and pressure ulcers. CONCLUSIONS: We suggest that RN turnover is an important factor that affects pressure ulcer rates and RN staffing needed for high-quality patient care. Given the high RN turnover rates, hospital and nursing administrators should prepare for its negative effect on patient outcomes.


Subject(s)
Nursing Staff, Hospital/supply & distribution , Personnel Turnover , Pressure Ulcer/epidemiology , Confidence Intervals , Databases, Factual , Hospitalization , Humans , Longitudinal Studies , Odds Ratio , Outcome Assessment, Health Care , Pressure Ulcer/etiology , Quality Indicators, Health Care , Regression Analysis , United States/epidemiology
4.
J Patient Saf ; 9(1): 13-7, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23143749

ABSTRACT

OBJECTIVES: The purpose of this study was to provide normative data on fall prevalence in U.S. hospitals by unit type and to determine the 27-month secular trend in falls before the implementation of the Centers for Medicare and Medicaid Service (CMS) rule, which does not reimburse hospitals for care related to injury resulting from hospital falls. METHODS: We used data from the National Database of Nursing Quality Indicators (NDNQI) collected between July 1, 2006, and September 30, 2008, to estimate prevalence and secular trends of falls occurring in adult medical, medical-surgical, and surgical nursing units. More than 88 million patient days (pd) of observation were contributed from 6100 medical, surgical, and medical-surgical nursing units in 1263 hospitals across the United States. RESULTS: A total of 315,817 falls occurred (rate = 3.56 falls/1000 pd) during the study period, of which, 82,332 (26.1%) resulted in an injury (rate = 0.93/1000 pd). Both total fall and injurious fall rates were highest in medical units (fall rate = 4.03/1000 pd; injurious fall rate = 1.08/1000 pd) and lowest in surgery units (fall rate = 2.76/1000 pd; injurious fall rate = 0.67/1000 pd). Falls (0.4% decrease per quarter, P < 0.0001) and injurious falls (1% decrease per quarter, P < 0.0001) both decreased over the 27-month study. CONCLUSIONS: In this large sample, fall and injurious fall prevalence varied by nursing unit type in U.S. hospitals. Over the 27-month study, there was a small, but statistically significant, decrease in falls (P < 0.0001) and injurious falls (P < 0.0001).


Subject(s)
Accidental Falls/statistics & numerical data , Hospitalization , Wounds and Injuries/epidemiology , Adult , Hospital Units/statistics & numerical data , Hospitals/statistics & numerical data , Humans , Likelihood Functions , Longitudinal Studies , Prevalence , Quality Indicators, Health Care , Reference Values , Regression Analysis , Reimbursement, Incentive , Risk Factors , United States/epidemiology , Wounds and Injuries/etiology
5.
Res Nurs Health ; 33(5): 413-25, 2010 Oct.
Article in English | MEDLINE | ID: mdl-20824686

ABSTRACT

The relationships between hospital Magnet® status, nursing unit staffing, and patient falls were examined in a cross-sectional study using 2004 National Database of Nursing Quality Indicators (NDNQI®) data from 5,388 units in 108 Magnet and 528 non-Magnet hospitals. In multivariate models, the fall rate was 5% lower in Magnet than non-Magnet hospitals. An additional registered nurse (RN) hour per patient day was associated with a 3% lower fall rate in ICUs. An additional licensed practical nurse (LPN) or nursing assistant (NA) hour was associated with a 2-4% higher fall rate in non-ICUs. Patient safety may be improved by creating environments consistent with Magnet hospital standards.


Subject(s)
Accidental Falls , Credentialing , Nursing Service, Hospital/organization & administration , Nursing Staff, Hospital/supply & distribution , Personnel Staffing and Scheduling/organization & administration , Accidental Falls/prevention & control , Accidental Falls/statistics & numerical data , American Nurses' Association , Credentialing/organization & administration , Cross-Sectional Studies , Databases, Factual , Hospitals, General/statistics & numerical data , Humans , Multivariate Analysis , Nursing Administration Research , Nursing Assistants/education , Nursing Assistants/supply & distribution , Nursing Staff, Hospital/education , Nursing, Practical/education , Outcome Assessment, Health Care , Quality Indicators, Health Care , Regression Analysis , Retrospective Studies , Safety Management , United States/epidemiology , Workforce , Workload/statistics & numerical data
6.
BMC Med Res Methodol ; 10: 76, 2010 Aug 23.
Article in English | MEDLINE | ID: mdl-20731858

ABSTRACT

BACKGROUND: The identification of health services research in databases such as PubMed/Medline is a cumbersome task. This task becomes even more difficult if the field of interest involves the use of diverse methods and data sources, as is the case with nurse staffing research. This type of research investigates the association between nurse staffing parameters and nursing and patient outcomes. A comprehensively developed search strategy may help identify nurse staffing research in PubMed/Medline. METHODS: A set of relevant references in PubMed/Medline was identified by means of three systematic reviews. This development set was used to detect candidate free-text and MeSH terms. The frequency of these terms was compared to a random sample from PubMed/Medline in order to identify terms specific to nurse staffing research, which were then used to develop a sensitive, precise and balanced search strategy. To determine their precision, the newly developed search strategies were tested against a) the pool of relevant references extracted from the systematic reviews, b) a reference set identified from an electronic journal screening, and c) a sample from PubMed/Medline. Finally, all newly developed strategies were compared to PubMed's Health Services Research Queries (PubMed's HSR Queries). RESULTS: The sensitivities of the newly developed search strategies were almost 100% in all of the three test sets applied; precision ranged from 6.1% to 32.0%. PubMed's HSR queries were less sensitive (83.3% to 88.2%) than the new search strategies. Only minor differences in precision were found (5.0% to 32.0%). CONCLUSIONS: As with other literature on health services research, nurse staffing studies are difficult to identify in PubMed/Medline. Depending on the purpose of the search, researchers can choose between high sensitivity and retrieval of a large number of references or high precision, i.e. and an increased risk of missing relevant references, respectively. More standardized terminology (e.g. by consistent use of the term "nurse staffing") could improve the precision of future searches in this field. Empirically selected search terms can help to develop effective search strategies. The high consistency between all test sets confirmed the validity of our approach.


Subject(s)
Information Storage and Retrieval/methods , Nursing Administration Research/methods , Personnel Staffing and Scheduling , PubMed , MEDLINE
9.
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