• Title/Summary/Keyword: rank regression

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Associations Between Body Fat Percentage and Fitness among Police Officers: A Statewide Study

  • Violanti, John M.;Ma, Claudia C.;Fekedulegn, Desta;Andrew, Michael E.;Gu, Ja K.;Hartley, Tara A.;Charles, Luenda E.;Burchfiel, Cecil M.
    • Safety and Health at Work
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    • v.8 no.1
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    • pp.36-41
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    • 2017
  • Background: Police work is generally sedentary although there may be situations that require physical endurance and strength, such as foot chases and arresting suspects. Factors such as excessive body fat can impede an officer's physical ability to deal with such occurrences. Our objective was to examine associations between officers' body fat percentage (BF%) and performance on a standardized fitness protocol. Methods: Data were obtained from fitness screening among 1,826 male and 115 female officers in a large US police agency. The screening consisted of a 2.4-km run, push-ups, sit-ups, and sit-and-reach test. Sex-specific body fat percentages were estimated from skinfold thickness measured using calipers. Linear regression models were used to examine unadjusted and adjusted mean scores of fitness tests across BF% tertiles. Results: The prevalence of overall fitness was 4.3 times greater in male officers and 3.6 times greater in female officers having the lowest BF% tertile compared with the highest tertile (30.3% vs 7.1% and 46.0% vs 12.8%, respectively). BF% was linearly and positively associated with the time of 2.4-km run (p < 0.001), and linearly and inversely associated with the number of push-ups (p < 0.001), sit-ups (p < 0.001), and the distance of sit-and-reach (p < 0.001) in men. Similar associations were observed in women with the exception of sit-and-reach (p = 0.122). Associations were independent of age, race/ethnicity, rank, and duty station. Conclusion: Overall, BF% was inversely associated with fitness levels in male and female officers. Future longitudinal studies should be initiated to explore the potentially causal relationship between BF% and fitness in law enforcement officers.

Oral health related quality of life according to firefighters' job characteristics (소방공무원의 업무요인에 따른 구강건강관련 삶의 질)

  • Hwang, Se-Hyun;Kim, Sung-Ae;Lee, Ji-Young;Ko, Hyo-Jin;Park, Jung-Hyun;Urm, Sang-Hwa;Yu, Byeng-Chul
    • Journal of Korean society of Dental Hygiene
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    • v.15 no.2
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    • pp.333-342
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    • 2015
  • Objectives: The $1.8{\pm}1.5$purpose of the study was to investigate the oral health related quality of life according to work factors of firefighters in Korea. Methods: A self-reported questionnaire was completed by 270 firefighters in Changwon, Gimhae, and Ulsan from June 27 to July 24, 2011 after receiving informed consent. The questionnaire consisted of 5 questions of general characteristics of the subjects, 6 questions of job-related characteristics, and 14 questions of oral health related quality of life(OHIP-14). Data analysis was performed with reliability test, descriptive analysis, t-test, analysis of variance(ANOVA) and multiple regression analysis using SAS(version 9.2) program. Results: The score of oral health related quality of life in firefighters was $10.1{\pm}8.0$. The scores of subscale of the oral health quality of life were $2.4{\pm}1.5$ in physical pain, $1.8{\pm}1.5$ in psychological discomfort, $1.5{\pm}1.5$ in physical disability, $1.4{\pm}1.5$ in functional limitation, $1.3{\pm}1.4$ psychological disability, $0.9{\pm}1.3$ in handicap, and $0.7{\pm}1.3$ in social disability. The related factors of oral health quality of life in firefighters were rank(p=0.016) and the frequency of daily mobilization(p=0.029). Conclusions: Oral health related quality of life in firefighters was relatively in good condition. For the better oral health related quality of life in firefighters, it is important to establish the continuing oral health promotion program for those who have irregular job characteristics and job intensity.

A Questionnaire Survey on Disease and Medical Management of Seafares' (상선승무원들의 상병 및 의료관리 실태 조사)

  • Kim Jae-Ho;Moon Sung-Bae;Ha Hae-Dong;Yang Won-Jae;Lee Sang-Woo
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2006.06b
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    • pp.19-27
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    • 2006
  • The purpose of this study was to find of morbidity rate and pattern of disease and affect of variables related disease and medical management of seafares' The subjects this study were 1049 seafares' who took education in Korea Institute of Maritime and Fisheries Technology. This questionnaire was focused on finding the basic data for prevention of disease and promotion health for the seafares' The collected data were analyzed by using descriptive statistics, Chi-square, cross tab, linear regression by SPSS 10.1 package. The result of this study are as follow. 1)The morbidity rate within recent 12 months was 69.0%. 2)there were significant differences of occurred disease in age(p<0.05), income(p<0.01), career of ship on board(p<0.01), rank(p<0.01), perceived health status(p<0.01), worry of health(p<0.01), fatigue symptoms(0.01), satisfy of job(p<0.05), rest time(p<0.05) 3) Considering disease unable to work more than 4 hour, the number of those who had oral disease 7.3%> tinea 6.6%> gastric ulcer 6.4, and musculoskeletal disease group were 20.9%, which revealed the highest rate oral disease 13.6%> skin disease> 12.4%, digestive disease> 12.1%. 4) As refer to medical management, The pain above 31days 35.7%, hospitalization and treatment below 7days were each 50.2%, 42.8%, medical service were doctor's office 27.9, which revealed the highest rate.

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Relationship between Organizational Culture, Organizational Trust and Organizational Performance of Special Guard Organization (특수경비조직의 조직문화와 조직신뢰 및 조직성과의 관계)

  • Kim, Hyo-Joon
    • Korean Security Journal
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    • no.29
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    • pp.59-86
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    • 2011
  • The purpose of this study is to investigate the relationship between organizational culture, organizational trust and organizational performance of special guard organization. This study had selected special guards from 4 different private guard companies which are in Seoul area on March 2011. Using Judgement Sampling, 161 samples were drawn for the use of final analysis. Questionnaire used in this study was consisted of the total 42 question, and executed frequency analysis, factor analysis, reliability analysis, correlation analysis, multiple regression analysis, path analysis by SPSSWIN 18.0. The Cronbach's ${\alpha}$ value which represents the reliability of the survey came out to be over .592. The results are following: First, the organizational culture of special guard organization affects organizational trust. That is, when a developmental, reasonable, consensual and hierarchical culture is activated, cognitive emotional and behavioral trust is increased. Second, organizational culture of special guard organization affects organizational performance. That is, when a reasonable and consensual culture is activated, job-satisfaction becomes higher. On the other hand, when a developmental, reasonable and hierarchical culture is activated, organizational flow becomes higher. Third, organizational trust of special guard organization affects organizational performance. That is, when a cognitive emotional and behavioral trust works highly, job-satisfaction and organizational flow is increased. Fourth, Special security organization's organizational culture affects as a result in organization result. As well as organizational culture exerts direct influence on organization outcome, I exert effect that is indirect in organization outcome through action trust which is low rank factor of organization trust.

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Effects of Dystocia on the Postpartum Complications, Milk Production and Reproductive Performance in Dairy Cows

  • Kim, Dong-Uk;Lee, Soo-Chan;Jeong, Jae-Kwan;Choi, In-Soo;Moon, Sung-Ho;Kang, Hyun-Gu;Kim, Ill-Hwa
    • Journal of Veterinary Clinics
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    • v.33 no.2
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    • pp.87-92
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    • 2016
  • This field study investigated the effects of dystocia on the postpartum complications, milk production, and reproductive performance in Holstein dairy cows. Calving difficulty was scored on a rank scale of 1 to 5. Cows with a calving score of three or higher were judged to have dystocia. The cows (n = 565) were categorized based on the presence (n = 61) or absence (n = 504, control) of dystocia. The incidence of retained placenta (45.9% vs. 16.3%), metritis (39.3% vs. 17.1%), endometritis (47.5% vs. 16.3%) and pyometra (9.8% vs. 1.2%) were greater in cows from the dystocia group than those from the control group (p < 0.0001); however, there was no difference in the incidence of metabolic disorders (32.8% vs. 31.0%) between the two groups (p > 0.05). The prevalence of culling was higher in cows from the dystocia group (26.2%) than in those from the control group (14.5%, p < 0.05). During the 5-month postpartum period, milk production was lower (p < 0.05) in cows from the dystocia group than in those from the control group. Furthermore, the hazard of insemination by 150 days in milk (DIM) was lower in cows from the dystocia group (hazard ratio [HR] = 0.64, p < 0.005) than in those from the control group. Logistic regression analysis revealed that the odds ratio for the probability of pregnancy after the first artificial insemination was 0.36 times (p < 0.05) higher in cows from the dystocia group than in those from the control group. The hazard of pregnancy by 360 DIM was lower in cows from the dystocia group (HR = 0.45, p = 0.0001) than in those from the control group. In conclusion, dystocia resulted in increased postpartum complications, and decreased milk production and reproductive performance in Holstein dairy cows, leading to increased culling.

Inter-hospital Comparison of Cesarean Section Rates after Risk Adjustment (위험도 보정을 통한 병원간 제왕절개 분만율의 비교)

  • Lee, Sang-Il;Ha, Beom-Man;Lee, Moo-Song;Kang, Wee-Chang;Koo, Hee-Jo;Kim, Chang-Yup;Khang, Young-Ho
    • Journal of Preventive Medicine and Public Health
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    • v.34 no.4
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    • pp.337-346
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    • 2001
  • Objective : To determine the clinical risk factors associated with the mode of delivery decision and to compare cesarean section rates after adjusting for risk factors identified among Korean hospitals. Methods Data were collected from 9 general hospitals in two provincial regions by medical record abstraction during February 2000. A total of 3,467 cases were enrolled and analyzed by stepwise logistic regression. Performance of the risk-adjustment model (discrimination and calibration) was evaluated by the C statistic and the Hosmer-Lemeshow test. Crude rates, predicted rates with 95% confidence intervals, and adjusted rates of cesarean section were calculated and compared among the hospitals. Results : The average crude cesarean section rate was 53.2%, ranging from 39.4% to 65.7%. Several risk factors such as maternal age, previous history of cesarean section, placenta previa, placental abruption, malpresentation, amniotic fluid abnormality, gestational anemia, infant body weight, pregnancy-induced hypertension, and chorioamnionitis were found to have statistically significant effects on the mode of delivery. It was confirmed that information about most of these risk factors was able to be collected through the national health insurance claims database in Korea. Performance of the risk-adjustment model was good (c statistic=0.815, Hosmer-Lemeshow test=0.0621). Risk factor adjustment did lead to some change in the rank of hospital cesarean section rates. The crude rates of three hospitals were beyond 95% confidence intervals of the predicted rates. Conclusions : Considering that cesarean section rates in Korean hospitals are too high, it is apparent that some policy interventions need to be introduced. The concept and methodology of risk adjustment should be used in the process of health policy development to lower the cesarean section rate in Korea.

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Time to Disease Recurrence Is a Predictor of Metastasis and Mortality in Patients with High-risk Prostate Cancer Who Achieved Undetectable Prostate-specific Antigen Following Robot-assisted Radical Prostatectomy

  • Kim, Do Kyung;Koo, Kyo Chul;Lee, Kwang Suk;Hah, Yoon Soo;Rha, Koon Ho;Hong, Sung Joon;Chung, Byung Ha
    • Journal of Korean Medical Science
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    • v.33 no.45
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    • pp.285.1-285.10
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    • 2018
  • Background: Robot-assisted radical prostatectomy (RARP) is a feasible treatment option for high-risk prostate cancer (PCa). While patients may achieve undetectable prostate-specific antigen (PSA) levels after RARP, the risk of disease progression is relatively high. We investigated metastasis-free survival, cancer-specific survival (CSS), and overall survival (OS) outcomes and prognosticators in such patients. Methods: In a single-center cohort of 342 patients with high-risk PCa (clinical stage ${\geq}T3$, biopsy Gleason score ${\geq}8$, and/or PSA levels ${\geq}20ng/mL$) treated with RARP and pelvic lymph node dissection between August 2005 and June 2011, we identified 251 (73.4%) patients (median age, 66.5 years; interquartile range [IQR], 63.0-71.0 years) who achieved undetectable PSA levels (< 0.01 ng/mL) postoperatively. Survival outcomes were evaluated for the entire study sample and in groups stratified according to the time to biochemical recurrence dichotomized at 60 months. Results: During the median follow-up of 75.9 months (IQR, 59.4-85.8 months), metastasis occurred in 38 (15.1%) patients, most often to the bones, followed by the lymph nodes, lungs, and liver. The 5-year metastasis-free, cancer-specific, and OS rates were 87.1%, 94.8%, and 94.3%, respectively. Multivariate Cox-regression analysis revealed time to recurrence as an independent predictor of metastasis (P < 0.001). Time to metastasis was an independent predictor of OS (P = 0.003). Metastasis-free and CSS rates were significantly lower among patients with recurrence within 60 months of RARP (log-rank P < 0.001). Conclusion: RARP confers acceptable oncological outcomes for high-risk PCa. Close monitoring beyond 5 years is warranted for early detection of disease progression and for timely adjuvant therapy.

Examining the Factors Affecting the Correctional Officer's Preference toward the Institute for Forensic Psychiatry (정신질환 전문 교정시설에 대한 교도관의 선호도에 영향을 미치는 요인에 관한 연구)

  • Hong, Moon-Ki;Park, Jongsun
    • Journal of Digital Convergence
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    • v.19 no.10
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    • pp.21-28
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    • 2021
  • This study examines factors affecting correction officer's preference toward institute for forensic psychiatric. The data were collected from the correction officers who worked at the six correctional facilities in 2019. Binary logistic regression was used to find the factors on the officer's preference. The result showed that the correction officers had their own preference toward prison for forensic psychiatric, and the preference was positively related to the age of the officer, work experience at the mental health center, mentally-ill prisoner's fighting as the rule-violation in prison, refusal of medical treatment, and lack of laws and regulations for the mentally-ill prisoners. In contrast, there was a negative relationship between the officer's rank and the preference for forensic psychiatric. More work needs to be done in the future research to collect more samples and include a broader ranger of variables than now.

Psychosocial Factors Related to Burnout of Job Duties in a Local Social Welfare Officers (지역사회 사회복지전담 공무원의 직무소진과 관련된 심리사회적 요인)

  • Hur, Sun;Yoon, Bo-Hyun;Kim, Kyung-Min;Jeong, Yu-Ran;Sea, Young-Hwa;Park, Su Hee;Song, Jye-Heon;Jeong, Ha Ran;Ma, Soo-Jin
    • Mood & Emotion
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    • v.16 no.3
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    • pp.158-162
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    • 2018
  • Objectives : The purpose of this study was to examine psychosocial factors related to burnout of social welfare officers working in Jeonnam Province. Methods : A total of 395 social welfare officers (male 99, female 296) working in 22 areas of Jeollanam-do province, were subjects of this study. We examined socio-demographic factors, using a self-reporting questionnaire. Subjects were asked to complete the Maslach Burnout Inventory-General Survey (MBI-GS), Center for Epidemiological Studies Depression Scale (CES-D), Perceived Stress Scale (PSS), and the Generalized Self-Efficacy Scale (GSS), to assess psychosocial factors affecting to burnout of social welfare officers. Results : Among 395 subjects, 221 (55.9%) reported recent experiences of burnout. There was no significant difference in age between two groups, divided by burnout. Sex (p<0.001), rank (p=0.003), working period (p=0.034), depression (p<0.001) revealed differences between the burnout group and control group. Scores of PSS (p<0.001) were higher, while the scores of GSS (p<0.001) were lower in the burnout group, than control group. Multivariate logistic regression analysis revealed that female (OR 2.840, 95%CI 1.466-5.504, p=0.002), depressive high-risk group (OR 6.824, 95%CI 2.893-16.096, p<0.001) PSS (OR 1.247, 95%CI 1.153-1.349, p<0.001) and GSS (OR 0.950, 95%CI 0.930-0.971, p<0.001), were significantly associated with burnout. Conclusion : We found that some factors, were associated with experienced burnout in social welfare officers. Depressive symptoms were the strongest associative factor, for burnout in public servants in charge of social welfare. Sex, stress and self-efficacy also correlated with burnout, and especially self-efficacy was a protecting factor.

The Usefulness of a Wearable Device in Daily Physical Activity Monitoring for the Hospitalized Patients Undergoing Lumbar Surgery

  • Kim, Dong Hwan;Nam, Kyoung Hyup;Choi, Byung Kwan;Han, In Ho;Jeon, Tae Jin;Park, Se Young
    • Journal of Korean Neurosurgical Society
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    • v.62 no.5
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    • pp.561-566
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    • 2019
  • Objective : Functional outcomes have traditionally been evaluated and compared using subjective surveys, such as visual analog scores (VAS), the Oswestry disability index (ODI), and Short Form-36 (SF-36), to assess symptoms and quality of life. However, these surveys are limited by their subjective natures and inherent bias caused by differences in patient perceptions of symptoms. The Fitbit $Charge^{(R)}$ (Fitbit Inc., San Francisco, CA, USA) provides accurate and objective measures of physical activity. The use of this device in patients after laminectomy would provide objective physical measures that define ambulatory function, activity level, and degree of recovery. Therefore, the present study was conducted to identify relationships between the number of steps taken by patients per day and VAS pain scores, prognoses, and postoperative functional outcomes. Methods : We prospectively investigated 22 consecutive patients that underwent laminectomy for spinal stenosis or a herniated lumbar disc between June 2015 and April 2016 by the same surgeon. When patients were admitted for surgery and first visited after surgery, preoperative and postoperative functional scores were recorded using VAS scores, ODI scores, and SF-36. The VAS scores and physical activities were recorded daily from postoperative day (POD) 1 to POD 7. The relationship between daily VAS scores and daily physical activities were investigated by simple correlation analysis and the relationship between mean number of steps taken and ODI scores after surgery was subjected to simple regression analysis. In addition, Wilcoxon's signed-rank test was used to investigate the significance of pre-to-postoperative differences in VAS, ODI, and SF-36 scores. Results : Pre-to-postoperative VAS (p<0.001), ODI (p<0.001), SF-36 mental composite scores (p=0.009), and SF-36 physical composite scores (p<0.001) scores were found to be significantly different. Numbers of steps taken from POD 1 to POD 7 were negatively correlated with daily VAS scores (r=-0.981, p<0.001). In addition, the mean number of steps from POD 3 to POD 7 and the decrease in ODI conducted one month after surgery were statistically significant (p=0.029). Conclusion : Wearable devices are not only being used increasingly by consumers as lifestyle devices, but are also progressively being used in the medical area. This is the first study to demonstrate the usefulness of a wearable device for checking patient physical activity and predicting pain and prognosis after laminectomy. Based on our experience, the wearable device used to provide measures of physical activity in the present study has the potential to provide objective information on pain severity and prognosis.