• Title/Summary/Keyword: Hospital stay

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Evaluation of goodness of fit of semiparametric and parametric models in analysis of factors associated with length of stay in neonatal intensive care unit

  • Kheiry, Fatemeh;Kargarian-Marvasti, Sadegh;Afrashteh, Sima;Mohammadbeigi, Abolfazl;Daneshi, Nima;Naderi, Salma;Saadat, Seyed Hossein
    • Clinical and Experimental Pediatrics
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    • v.63 no.9
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    • pp.361-367
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    • 2020
  • Background: Length of stay is a significant indicator of care effectiveness and hospital performance. Owing to the limited number of healthcare centers and facilities, it is important to optimize length of stay and associated factors. Purpose: The present study aimed to investigate factors associated with neonatal length of stay in the neonatal intensive care unit (NICU) using parametric and semiparametric models and compare model fitness according to Akaike information criterion (AIC) between 2016 and 2018. Methods: This retrospective cohort study reviewed 600 medical records of infants admitted to the NICU of Bandar Abbas Hospital. Samples were identified using census sampling. Factors associated with NICU length of stay were investigated based on semiparametric Cox model and 4 parametric models including Weibull, exponential, log-logistic, and log-normal to determine the best fitted model. The data analysis was conducted using R software. The significance level was set at 0.05. Results: The study findings suggest that breastfeeding, phototherapy, acute renal failure, presence of mechanical ventilation, and availability of central venous catheter were commonly identified as factors associated with NICU length of stay in all 5 models (P<0.05). Parametric models showed better fitness than the Cox model in this study. Conclusion: Breastfeeding and availability of central venous catheter had protective effects against length of stay, whereas phototherapy, acute renal failure, and mechanical ventilation increased length of stay in NICU. Therefore, the identification of factors associated with NICU length of stay can help establish effective interventions aimed at decreasing the length of stay among infants.

Factors Influencing Discharge Destination and Length of Stay in Stroke Patients in Restorative Rehabilitation Institution

  • Gyu-Bum Lee;Jee-Sun Lee;Jeong Soo Kim
    • Physical Therapy Korea
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    • v.31 no.1
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    • pp.48-54
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    • 2024
  • Background: Promoting patients' safe return home at discharge and reducing length of stay in hospital is key for Restorative Rehabilitation Institution (RMI). Objects: This study was designed to identify the factors influencing the return to home and length of stay among various factors. Methods: A total of 120 stroke patients (76 males and 44 females) who were hospitalized in an adult inpatient unit of a RMI for more than 2 months were retrospectively analyzed for this study (multivariate logistic regression analyses, p < 0.001). As predictor variables for assessing the return to home and length of stay, demographic data (sex, age, duration between onset and admission, length of stay, caregiver after discharge, occupation after discharge, reason for discharge, and household type after discharge) were collected. Additionally, following measurements were selectively collected from patient's medical records: scores of Mini-Mental State Examination Korean version (K-MMSE), modified Barthel Index Korean version (K-MBI), Berg Balance Scale and Functional Ambulation Category were obtained at admission and discharge. Results: The K-MMSE at admission and K-MBI at discharge were found to be the predictors of return to home. Additionally, K-MBI at admission influenced the length of stay. Conclusion: This study suggests cognitive functioning at admission and the level of activities of daily living at discharge predicted the return to home and length of stay.

The Determinant Factors and Medical Charges Pattern by Length of Stay in Hospital (재원일별 진료비 발생양상과 재원일수의 결정요인)

  • Kim, Young-Hoon;Moon, Jae-Woo;Kim, Key-Hoon
    • Korea Journal of Hospital Management
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    • v.15 no.2
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    • pp.15-26
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    • 2010
  • Stroke is a high-risk disease. The future of the medical environment is that the proportion of elderly population is increasing, the average life expectancy is being increased, while the fatal rate of stroke will be low. These situation will due to the financial burden on medical insurance. The most important factor that affects on the medical costs of stroke patients is the length of stay. In this study the mean length of hospital for stroke stay was 21.81days(37.97days for intracerebral hemorrhage, 18.89 days for cerebral infarction). The payment per case of stroke was 6.86 million won(12.6 million won for intracerebral hemorrhage, 5.72 million won for cerebral infarction). The payment per case of intracerebral hemorrhage was 2.2 times more than that of cerebral infarction. The payment in the day of hospitalization was the highest and until the second day medical costs was high. After the third day medical costs tended to decline, after that seemed to show an almost constant level. The length of hospital stay was found to be the most important determinant of inpatient charges for stroke. Accordingly rational management of the length of stay will be beneficial to health care consumers, providers, states.

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Difference in Length of Stay and Treatment Outcome of Pulmonary Tuberculosis Inpatients between Health Insurance Types (의료보장유형에 따른 폐결핵 입원환자의 재원기간과 치료결과 차이분석)

  • Kim, Sang Mi;Lee, Hyun Sook;Hwang, Seul ki
    • Korea Journal of Hospital Management
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    • v.21 no.4
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    • pp.45-54
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    • 2016
  • The purpose of this study is to identify patient and hospital characteristics with pulmonary tuberculosis and to analyze factors which were influencing length of stay and treatment. The Korean National Hospital Discharge In-depth Injury Survey database from 2006 to 2012 was used for analysis. Study subjects were 4,704 patients and analyzed by using frequency, chi-square and logistic regression through using STATA 12.0. To avoid selection bias, we used propensity score matching. Analysis results show that the length of stay and treatment of pulmonary tuberculosis was different between insurance types. Patients characteristic(female, comorbidity, admission by outpatient department, medical insurance type) and hospital characteristic(500-999 beds, over 1000 beds) significantly influence length of stay. Admission by outpatient department and over 1000 beds are significantly influence treatment. Based on these findings, it is necessary to clarify between length of stay and treatment outcome by medical aids beneficiaries and audit hospitals follow discharge guidelines in pulmonary tuberculosis patients.

A Comparison of the Effectiveness of Before and After the Trauma Team's Establishment: Treatment Outcomes and Lengths of Stay in the Emergency Department (중증외상팀의 운영 전후 손상환자의 응급실체류시간과 치료결과 비교)

  • Kwon, Cheong-Hoon;Park, Chang-Min;Park, Young-Tae
    • Journal of Trauma and Injury
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    • v.24 no.2
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    • pp.75-81
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    • 2011
  • Purpose: The aim of this study was to analyze the influence of a trauma team's management. Methods: A total of 181 patients with severe trauma were retrospectively divided into two groups. Of these 181 patients, 81 patients without a trauma team admitted between April and October 2008 were assigned to Group 1, and 100 patients with a Trauma team admitted between April and October 2009 were assigned to Group II. We compared general characteristics, the length of stay in the emergency department (ED) and treatment outcomes (24-h packed RBC transfusion, length of intensive care unit (ICU) stay, length of hospital stay, in-hospital mortality, 24-h mortality) between these two groups. Results: The length of stay in the ED was significantly reduced in Group II compared to Group I ($p$=0.025). No significant differences were found in mean arterial pressure, Glasgow Coma Scale, Revised Trauma Score, Injury Severity Score, in-hospital mortality and 24-h mortality between the two groups. However, Group II had a lower amount of 24-h packed RBC transfusion and a shorter length of ICU and hospital stay than Group I, although these differences were not statistically significant. Conclusion: Through the establishment of a trauma team, the length of stay in the ED can be reduced remarkably. Furthermore, the need for 24-h packed RBC transfusions and the length of stay in the ICU and hospital were found to be decreased in patients managed by a trauma team.

The length of hospital stay of the industrial workers with back injury (산업재해 요통근로자의 재원기간에 관한 연구)

  • Lee, Bok-im
    • Korean Journal of Occupational Health Nursing
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    • v.9 no.1
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    • pp.18-29
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    • 2000
  • Back injury is frequent in industry workers and is a common cause of productivity loss. It has been reported that the insured of industrial accident insurance tend to stay in hospital longer than that of other types of insurance. The purpose of this study was to identify factors affecting the length of hospital stay for the treatment of back injury in the workers under industrial accident insurance. The results of this study help insurers develop reasonable industrial accident insurance policy for back injury claims and prevention strategies of work-related back injury. A total of 2,949 patients whose industrial accident insurance claim has been approved for the treatment of work-related back injury from January to December 1999 were included in this study. Relationship between the length of hospital stay and characteristics of patient, work place, back injury, and hospital were assessed using ANOVA, t-test, simple linear regression and multiple resgression. The major findings of this study are as follows : 1. The average length of hospital stay(LOS) was 91.82 days, respectively. 2. Characteristics of Patient LOS of male patients was longer than that of female patients, there was positive correlation between age and LOS and between average wage and LOS. Working period was negatively correlated with LOS. Distance from resident to hospital was positively correlated with LOS and LOS was significantly different dependign on type of duty. 3. Characteristics of Work Place LOS was significantly different depending on types of industry and geographical region of work place. Size of work place was positively correlated with LOS. 4. Characteristics of Back Injury Occupational back pain required shorter LOS compared with back injury due to electric shock. Number of concomitant illnesses and severity of disability were positively correlated with LOS. 5. Characteristics of Hospital Patients treated in community hospitals required significantly longer LOS. Treatment in hospitals with rehabilitation program required decreased LOS. This was more prominent as number of physicians specialized in rehabilitation. 6. Multiple regression analysis revealed that distance form resident to hospital, geographical region of work place, size of work place, number of concomitant illnesses, severity of disability, and type of hospital were factors affecting LOS.

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Factors affecting In-hospital Complication and Length of Stay in Elderly Patients with Total Knee Arthroplasty (슬관절전치환술 노인 환자의 원내합병증과 재원일수 영향 요인)

  • Kim, Sang Mi;Lee, Hyun Sook
    • Korea Journal of Hospital Management
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    • v.23 no.3
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    • pp.52-62
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    • 2018
  • This study aims to analyze the factors affecting in-hospital complication and length of stay in elderly patients with total knee arthroplasty. A total of 8,224 inpatients over 65 years old were selected from the national old inpatient sample data which was produced by Health Insurance Review and Assessment Service in 2016. STATA 12.0 was performed using frequency, chi-square test, t-test, ANOVA and multiple linear and logistic regression analysis. Analysis results show that ages(over 85), Charlson Comorbidity Index, district(metropolitan) for general hospitals and gender, district, beds(100-199) for hospitals are significantly influenced in-hospital complication. Statistically significant factors affecting the length of stay are gender, insurance type, depression, district, bed(300 over) for general hospitals and gender, type of insurance, Charlson Comorbidity Index, depression, district, beds(200-299) for hospitals. Based on these findings, the factors affecting in-hospital complication and length of stay were different depending on the type of medical institution. Accordingly, policymakers should analyze the differences in care behavior depending on the type of medical institution and expand policy and financial support to resolve them.

Affecting Factors on Intention to Stay of Nurses Working at a University Hospital (일 대학병원 간호사의 잔류의도 영향요인)

  • Cho, Eun Jung;Kim, Sang He
    • Journal of Korean Clinical Nursing Research
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    • v.27 no.3
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    • pp.245-256
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    • 2021
  • Purpose: The purpose of this study was to explore professional self-concept, work environment, resilience and intention to stay for nurses in university hospitals, and to identify the relationship between these variables and factors that influence intention to stay. We aimed to provide basic data to develop measures for increasing intention to stay. Methods: This study used a descriptive design, the subjects were nurses who worked for more than 1 year at a university hospital with 744 beds, located in city C. Data were collected using a structured questionnaire from 120 nurses. The data collection period were from September 15 to 30, 2020. The data were analysed using the SPSS/WIN 25.0 program. Results: There was a positive correlation between the subject's intention to stay and the professional self-concept (r=.57, p<.001), the nursing working environment (r=.29, p=.002), and resilience (r=.50, p<.001). Significant factors influencing the subject's intention to stay was the sense of satisfaction (β=.40, p<.001), a sub-factor of professional self-concept, indicating the higher the satisfaction level, the higher the intention to stay. The regression model explained 45.0% of the variance of the outcome variable (F=9.64, p<.001). Conclusion: Sense of satisfaction was identified as a factor impacting the intention to stay. Therefore, it is necessary to develop and to apply intervention programs to improve the satisfaction of the professional self-concept in order to increase the nurses' intention to stay.

Effects of Nursing Work Environment on Intention to Stay of Hospital Nurses: A Two-Mediator Serial Mediation Effect of Career Motivation and Job-Esteem (간호근무환경이 병원간호사의 재직의도에 미치는 영향: 경력동기와 직업존중감의 이중매개효과)

  • Lee, Yu Na;Kim, Eungyung
    • Journal of Korean Academy of Nursing
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    • v.53 no.6
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    • pp.622-634
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    • 2023
  • Purpose: This study aimed to identify the mediating effects of career motivation and job-esteem and the effect of the nursing work environment on intention to stay among hospital nurses. Methods: Data were collected from 289 nurses working at an advanced general hospital. The research model design was based on the PROCESS macro proposed by Hayes and analyzed using SPSS 24.0 program. Results: The results showed a positive correlation between intention to stay and nursing work environment (r = .19, p = .001), career motivation (r = .34, p < .001), and job-esteem (r = .37, p < .001). Nursing work environment (B = 0.34 [.09~.59]) and job-esteem (B = 0.27 [.04~.49]) had a direct effect on intention to stay. There was a two-mediator sereal mediation effect of career motivation and job-esteem. The nursing work environment showed a significant effect on the intention to stay among hospital nurses through career motivation and job-esteem. Conclusion: In order to increase the retention rate of hospital nurses, it is suggested that government and medical institutions provide multifaceted support that can increase nurses' motivation for career development and recognition of the nursing profession through improvement of the nursing work environment.

Long-tenn Patients' Reasons for Stay in Some General Hospitals (종합병원 장기입원환자들의 재원사유)

  • Park, Hee-Ok;Park, Chong-Yon;Kang, Hye-Young;Cho, Woo-Hyun;Chung, Hye-Young
    • Korea Journal of Hospital Management
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    • v.6 no.1
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    • pp.107-119
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    • 2001
  • There has been pointed out that a great portion of hospitalized patients stay in hospitals longer than necessary, often even after the completion of necessary care. This causes that hospital resources are not used efficiently. In order to identify underlying forces in postponing inpatients' discharge, this study aimed to investigate reasons for long-term stay of patients admitted in general hospitals. A total of 135 patients, who were staying at 7 general hospitals in Inchon and Kyonggi-Do for more than 60 days, were surveyed with a self-administered questionnaire between April 3 and April 10, 2000. Medical reasons including incompleteness of necessary care, difficulty in receiving outpatient-based care, and being under physical therapy were the most significant factors associated with long-term stay, followed by the lack of familial resources to take care of patients after discharge. Financial problems such as inability to pay for hospital bills were not significant factors influencing long-term stay. Regression analyses were conducted for medical reasons, familial resources, and financial problems, respectively. It was shown that receiving physical therapy and the number of admission in the past were significant predictors for medical reasons. The lack of familial resources as a reason for long-term stay had a positive relationship with the degree of need for aid in daily living. It may be recommended for the hospitals to cope with administrative problems due to the patients' long-term stay, considering the reasons of it, and their characteristics. And also, institutional efforts like vitalizing the home care service systems by hospitals as the continuing care after discharge should be needed.

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