• Title/Summary/Keyword: health data

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Describing Physical Activity Patterns of Truck Drivers Using Actigraphy

  • Brad Wipfli;Sean P.M. Rice;Ryan Olson;Kasey Ha;Caitlyn Trullinger-Dwyer;Todd Bodner
    • Safety and Health at Work
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    • v.14 no.3
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    • pp.340-346
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    • 2023
  • Background: Truck driving is a highly sedentary occupation that places workers at risk for chronic health conditions, such as obesity and high blood pressure. The primary purpose of this study was to objectively describe truck drivers' typical physical activity (PA) patterns. Methods: We used ~7-10-day baseline PA actigraphy data samples from drivers in the Safety & Health Involvement For Truckers (SHIFT) study (n = 394). Driver PA patterns (e.g., average number of ≥10 minute Freedson bouts per week, time in bouts, and common days/times for PA) were summarized with descriptive analyses. We also compared objective accelerometer data to self-reports. Results: Drivers' weekly PA averaged 14.4 minutes (SD = 37.0), and most PA occurred between 5-6 pm on Tuesdays and Wednesdays. Drivers overestimated self-reported weekly exercise by over 60 min/week compared to accelerometer data. Conclusion: Our results suggest that objective PA assessment may be warranted over self-report when possible, and timing may be key in future PA intervention work with truck drivers.

Determinants of Health Promoting Behavior of Middle Aged Women in Korea (한국 중년 여성의 건강증진 행위 예측 모형 구축)

  • 이숙자;박은숙;박영주
    • Journal of Korean Academy of Nursing
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    • v.26 no.2
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    • pp.320-336
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    • 1996
  • Health promoting behaviors of an individual are affected by various variables. Recently, there has been a growing concern over important health problems of the middle aged women. Physiological changes in the middle aged women and their responsibility for family care can result in physical and psychological burden experienced by middle aged women. This study was designed to test Pender's model and thus purpose a model that explains health promoting behaviors among middle-aged women in Korea. The hypothetical model was developed based on the Pender's health promoting model and the findings from past studies on women's health. Data were collected by self-reported questionnaires from 863 women living in Seoul, between 20th, April and 15th, July 1995. Data were analyzed using descriptive statistics and correlation analysis. The Linear Structural Relationship(LISREL) modeling process was used to find the best fit model which assumes causal relationships among variables. The results are as follows : 1. The Overall fit of the hypothetical model to the data was good expect chi-square value(GFI=.96, AGFI=.91, RMR=.04). 2. Paths of the model were modified by considering both its theoretical implication and statistical significance of the parameter estimates. Compared to the hypothetical model, the revised model has become parsimonious and had a better fit to the data expect chi-square value(GFI=.95, AFGI= .92. RMR=.04). 3. Some of modifying factors, especially age, occupation, educational levels and body mass index (BMI) are revealed significant effects on health promoting behaviors. 4. Some of cognitive-perceptual factors, especially internal health locus of control, self-efficacy and perceptive health status are revealed significant effects on health promoting behaviors. 5. All predictive variables of health promoting behaviors, especially age, occupation, educational levels, body mass index(BMI), internal health locus of control, self-efficacy & perceptive health status are explained 20.0% of the total variance in the model.

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Korean Pharmaceutical Expenditure according to OECD's System of Health Accounts (OECD의 개념에 따른 우리나라 약제비의 국제 비교)

  • 정형선
    • Health Policy and Management
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    • v.13 no.4
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    • pp.48-65
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    • 2003
  • Detailed analyses of total health expenditure and its sub­categories are essential for the evidence­based health policy(EBHP). These analyses, again, should be based on timely and reliable data that are comparable across countries. The System of Health Accounts (SHA), published by the OECD in 2000, provides an integrated system of comprehensive and internationally comparable accounts. The author has implemented the SHA manual into Korean situation, and examined overall expenditure estimate and its basic functional breakdown following the manual. This study explains how pharmaceutical expenditure is estimated. The results are, then, analyzed particularly from the international perspective. Both administrative data in Statistical Yearbooks (National Health Insurance, Medical Aid, Industrial Accident Compensation Insurance) and survey data on Health and Nutrition are used for the estimation. Per capita pharmaceutical expenditure in Korea (183 US$ PPPs) was far less than the OECD average (308 US$ PPPs) in 2001, but pharmaceutical expenditure share in total health expenditure (20.3%) was higher than the average (16.7%). This can be explained by the fact that there is a statistically significant correlation between pharmaceutical expenditure share and per capita GDP of each country. Korean people follow the tendency of relatively low­income countries to spend less than OECD average for health care, but follow again their tendency to spend more on drugs than on other health care services. In consideration of results and analysis as above, per capita pharmaceutical expenditure in Korea is expected to grow in the future, but the growth rate of the pharmaceutical expenditure is expected to be less than that of overall health expenditure.

A Relationship between the Social Support, Emotional Intelligence, Depression, and Health Promotion Behaviors of Nursing College Students (간호대학생의 사회적지지, 감성지능, 우울과 건강증진행위와의 관계)

  • Lee, Keyoungim
    • Journal of The Korean Society of Integrative Medicine
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    • v.8 no.4
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    • pp.231-239
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    • 2020
  • Purpose: The purpose of this study is to identify the relationship of between social support, emotional intelligence, depression, and health promotion behaviors of nursing college students, and to establish basic data for the development of a nursing intervention program for health promotion behaviors. Methods: This descriptive correlation study examined the correlation between the social support, emotional intelligence, depression, and health promotion behaviors of nursing students. 203 nursing college students located in J city participated in the study from November to December 2019. The collected data was analyzed used the SPSS WIN 22.0 program. The general characteristics of the subjects were analyzed by frequency and percentage, and health promoting behavior, social support, emotional intelligence, and depression were analyzed using mean and standard deviation. In this study, the correlation between the subjects' social support, emotional intelligence, depression, and health promotion behaviors was analyzed using Pearson correlation coefficient. Results: The study results showed that the subjects' health promotion behaviors averaged 2.22±0.38 points out of 4d social support averaged 3.83±0.59 points out of 5, emotional intelligence averaged 4.53±0.73 out of 7, and depression averaged 0.49±0.42 points out of 2 points. The analysis results of correlation between the subject's health promotion behaviors, social support, emotional intelligence, and depression showed that health promotion behaviors and social support (r=.287, p<.001), health promotion behaviors and emotional intelligence (r=.450, p<.001), and social support and emotional intelligence (r=.450, p<.001) had a positive correlation, but depression and health promotion behaviors (r=-.453, p<.001), depression and social support (r=-.259, p<.001), and depression and emotional intelligence (r=-.322, p<.001) had a negative correlation. Conclusion: This study will provide the basic data for a follow-up researches on the social support, emotional intelligence, depression and health promotion behaviors of nursing college students. It is expected to serve as the basic data for developing nursing intervention programs for health promotion behaviors in the future.

A Review of the Literature Using the Korean National Environmental Health Survey (cycle 1-3) (국민환경보건기초조사 1~3기의 연구성과 검토)

  • Lee, Seungho;Kim, Jin Hee;Choi, Yoon-Hyeong;Kim, Sungkyoon;Lee, Kyung mu;Park, Jae Bum
    • Journal of Environmental Health Sciences
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    • v.47 no.3
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    • pp.227-244
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    • 2021
  • Objectives: The Korean National Environmental Health Survey provides representative biomonitoring data for environmental pollutants in South Korea. Over the last decade, there have been various studies published using this data. In this study, we aimed to provide information and implications by reviewing each study. Methods: We searched comprehensive electronic databases from PubMed, Google Scholar, and Naver Academic database using the key words 'Korean National Environmental Health Survey' and 'KoNEHS' through March 2021. A total of 57 studies were selected after reviewing the relevance of the data. Results: The most frequently studied pollutants were heavy metals (10), Cotinine (8), Bisphenol A (7), and Phthalates (6), in that order. In particular, Phthalates, Bisphenol A, and Parabens were often studied together (6). A decline in urinary cotinine and heavy metals in the body was shown over time among studies on exposure association. It was demonstrated that Phthalates and Bisphenol A were significantly related to obesity and diabetes from the studies of health impacts. Cross-section study design, spot urine, and insufficient health status information were mostly reported as limitations of the data. Conclusion: Since research has been focused on adults, further investigations of children and adolescents are required. In this regard, it is necessary to maintain the consistency of the data structure and provide integrated weights for all ages. In addition, it would allow the measurement of several environmental pollutants by considering subsample design. Lastly, integrated studies with multi-cycles and the health effects from co-exposure to multiple chemicals would be expected to provide important knowledge.

Collecting Health Data from Wearable Devices by Leveraging Salient Features in a Privacy-Preserving Manner

  • Moon, Su-Mee;Kim, Jong-Wook
    • Journal of the Korea Society of Computer and Information
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    • v.25 no.10
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    • pp.59-67
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    • 2020
  • With the development of wearable devices, individuals' health status can be checked in real time and risks can be predicted. For example, an application has been developed to detect an emergency situation of a patient with heart disease and contact a guardian through analysis of health data such as heart rate and electrocardiogram. However, health data is seriously damaging when it is leaked as it relates to life. Therefore, a method to protect personal information is essential in collecting health data, and this study proposes a method of collecting data while protecting the personal information of the data owner through a LDP(Local Differential Privacy). The previous study introduced a technique of transmitting feature point data rather than all data to a data collector as an algorithm for searching for fixed k feature points. Next, this study will explain how to improve the performance by up to 75% using an algorithm that finds the optimal number of feature points k.

Construction of Medical Episode Data using National Health Insurance Service Data (국민건강보험청구 자료를 이용한 진료에피소드 자료 구축)

  • Pak, Hae-Yong;Pak, Yun-Suk
    • Journal of Convergence for Information Technology
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    • v.9 no.9
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    • pp.195-200
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    • 2019
  • The purpose of this study is to analyze the characteristics of National Health Insurance claim data and to construct a pilot medical episode data considering it. In this study, the trends of respiratory disease (ICD10: J00-J99) cardiovascular disease (ICD10: I00-I99) from the day of onset of treatment to re-admission after admission were confirmed in Seoul, and the largest decrease was observed when the no-treatment period was 0 day. The data reduction rate when the no-treatment period is 0 day is judged to be due to the monthly separation claim of the health insurance claim data. Also, the result that there is a tendency of monthly separation request according to the type of medical treatment. Through this study, we constructed epidemic data for the pilot medical treatment considering the characteristics of the claim data of health insurance, and based on this, it can be used as a data processing method for calculating basic epidemiological information.

Health-care Needs of High-risk Pregnant Women Hospitalized in Maternal-Fetal Intensive Care Units: A Mixed-methods Design (산모 집중치료실에 입원한 고위험 임부의 건강관리 요구: 혼합적 연구방법 적용)

  • Kim, Hyunjin;Park, Horan
    • Women's Health Nursing
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    • v.24 no.2
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    • pp.196-208
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    • 2018
  • Purpose: To identify the characteristics and health-care needs of high-risk pregnant women in maternal-fetal intensive care units (MFICU). Methods: A mixed-methods design was adopted. Data were collected from 78 high-risk pregnant women admitted to the MFICU. Qualitative data included ten participants' experiences with hospitalization and childbirth, which were analyzed using mixed content analysis. Quantitative data were analyzed using at-test and one-way ANOVA testing. Results: The average score for pregnancy and childbirth health-care needs was 3.54 points. Average score by area was before-admission health care (3.70), health care of baby (3.67), health of childbirth (3.61), postpartum health (3.51), and pregnancy health care during hospitalization (3.48). Qualitative results showed diverse feelings and experiences of high-risk pregnant women and their need for health care, which was expressed in three themes and 11 sub-themes. Conclusion: Nurses should recognize high-risk mothers' feelings and needs for pregnancy and childbirth-focused health care to help patients accept their vulnerability and cope positively.

Analysis of Health and Social Needs for the Establishment of Coordinated Health and Social Service (보건복지 통합사업을 위한 보건복지욕구 분석)

  • So, Ae-Young;Hong, Myung-Sun
    • Journal of Korean Public Health Nursing
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    • v.19 no.2
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    • pp.188-203
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    • 2005
  • The study was performed to provide basic data for developing a coordinated health and social service model. Method: The subjects consisted of 1000 residents in Wonju city. The sampling process was randomized stratified into 26 geographical areas. The data was collected from Apr. 16nd, to May. 15nd, 2002 by using a structured questionnaire that included general characteristics, the patterns of disease, the family function and the community support systems. The collected data was analyzed by the SPSS. windows program via descriptive statistics, correlation testing and t-tests. Result: 61.7% of the elderly perceived their health status as being poor. There were correlations among age, income and the way clients perceived their health status. The prevalence rate of chronic disease was 70.8% in the elderly. The prevalence rate for arthritis was the highest (33.6%). The average number of diseases in the target populations was 2.31; it was 2.65 in the deprived elderly group and 2.47 in the elderly group. 35.4% of residents did not have any family care giver. 61.2% of the clients needed support by the health and social services. Conclusions; Coordinated health and social services need to be allocated by priority to the elderly and to the socially and economic deprived clients.

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Factors Influencing Health Promoting Behaviors of EMT-P Students using Pender's Model (Pender 모형을 활용한 응급구조학과 학생의 건강증진행위에 영향을 미치는 요인)

  • Choi, Eun-Sook
    • The Korean Journal of Emergency Medical Services
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    • v.11 no.2
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    • pp.5-17
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    • 2007
  • Purpose: The purpose of this study was to supply basic data for a health promoting program and to elevate the level of it by examining whether EMT-P Students' health promoting behaviors were related to health percetion, health concept, health status, self-esteem, perceived benefits of action, perceived barriers of action, perceived self-efficacy, activity-related affect, social support, preference, prior related behavior, and a plan for action. Method: Subjects were 116 EMT-P Students in K city. Data collection method was a structured questionnaire. Data was analyzed using descriptive statistics, t-test, ANOVA, Pearson's correlation analysis, and stepwise multiple regression. Result: The most powerful predictor was prjor related behavior(28.8%). Altogether prjor related behavior, health status, perceived barriers of action, a plan for action were proven to account for 44.6% of health promoting behaviors of EMT-P Students. Conclusion: It suggested that prjor related behavior, health status, perceived barriers of action, a plan for action should be considered when developing a EMT-P Students' health promoting program.

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