• Title/Summary/Keyword: Anxiety Level

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Study on abnormal behavior prediction models using flexible multi-level regression (유연성 다중 회귀 모델을 활용한 보행자 이상 행동 예측 모델 연구)

  • Jung, Yu Jin;Yoon, Yong Ik
    • Journal of the Korean Data and Information Science Society
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    • v.27 no.1
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    • pp.1-8
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    • 2016
  • In the recently, violent crime and accidental crime has been generated continuously. Consequently, people anxiety has been heightened. The Closed Circuit Television (CCTV) has been used to ensure the security and evidence for the crimes. However, the video captured from CCTV has being used in the post-processing to apply to the evidence. In this paper, we propose a flexible multi-level models for estimating whether dangerous behavior and the environment and context for pedestrians. The situation analysis builds the knowledge for the pedestrians tracking. Finally, the decision step decides and notifies the threat situation when the behavior observed object is determined to abnormal behavior. Thereby, tracking the behavior of objects in a multi-region, it can be seen that the risk of the object behavior. It can be predicted by the behavior prediction of crime.

The Effect of the Facility Satisfaction, Anxiety, Self-esteem, Stress, and Depression of the Elderly in Care Facilities on Their Life Satisfaction (지적장애인의 스트레스 및 행동지수가 삶의 만족도에 미치는 영향)

  • Kim, Jong-Pil;Cho, Sung-Je
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.8 no.2
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    • pp.133-139
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    • 2015
  • The purpose of the study is to analyze the effect of stress and the behavioral index factor of the people with intellectual disabilities living in residential facilities on their life satisfaction. A questionnaire survey was conducted between March 5 and September 22, 2014 among a sample of 200 people with intellectual disabilities living in the residential facility in Daejeon Metropolitan City. Surveyed data were analyzed by t-test, one-way ANOVA, confirmatory factor analysis, and structural equation models using SPSS WIN 18.0 and Amos 21.0 program, and verified at 5% significance level. Results from the study are as follows. First, no link was found between stress and their life satisfaction. Second, no correlation was identified between the behavioral index factor and their satisfaction with the facility. Third, concerning the physical symptoms it was indicated that their satisfaction level with the facility bears a positive relationship with their overall life satisfaction. These findings would provide a solid base from which policy makers can develop the policies to improve the satisfaction of people with intellectual disabilities living in residential facilities and reduce stress in their daily life.

Influence of Characteristic of Children and Parents on the Reaction of Children in Phlebotomy (아동과 부모의 특성이 채혈 시 아동의 반응에 미치는 영향)

  • Lee, Hee-Jung;Lee, June-Hyuk;Kim, Soo-Gyeon;Lee, Bum-Hee;You, Seon-Woo
    • Korean Journal of Clinical Laboratory Science
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    • v.38 no.2
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    • pp.125-134
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    • 2006
  • This study was carried out to confirm the arguments that the role of the parents in sampling blood specimens from their children should be increased to reduce the anxiety and fear of children. The support and confidence of the parents, the reaction of the children and the subsequent action by phlebotomists should help to make an efficient sampling process for children. We randomly selected 50 children and their parents and had them fill out questionnaires before and after phlebotomy. The results were: 1. Detailed explanation by parents made children more active in sampling; 2. Higher confidence levels made parents more active in supporting children and relieving them from pain; 3. Confidence levels were higher in male children than in female children; 4. The confidence levels of parents were higher in parents of children with experience of multiple samplings and the highest level of confidence was observed in parents of children aged 61 to 120 months; 5. Only children showed the highest reaction level and very negative reactions; 6. The reaction of the phlebotomist was positive with children in good moods and negative with ones in bad moods. These results could serve as a basic tool in coping with children in phlebotomy.

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Influence of Physical Activity Level on the Health-related Quality of Life of Cancer Survivors: Based on the Korea National Health and Nutrition Examination Survey for 2014-2018 (신체활동 수준이 암 생존자의 건강 관련 삶의 질에 미치는 영향: 2014-2018년 국민건강영양조사 자료 활용 연구)

  • Oh, Jinkyung;Huh, Iksoo
    • Journal of Korean Public Health Nursing
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    • v.35 no.1
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    • pp.72-88
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    • 2021
  • Purpose: This study investigated the associations between physical activities (PAs) and the health-related quality of life (HRQOL) and perceived health status (PHS) of cancer survivors. We further examined the interaction effects of PAs and covariates on HRQOL and PHS. Methods: Data sets were obtained from the 2014-2018 Korea National Health and Nutrition Examination Survey. The subjects were 1,349 cancer survivors aged over 18 years old. Data were analyzed using R 4.0.3 and SPSS 18.0. Logistic regression analysis was conducted considering only the main terms, or including additional interaction terms between PAs and covariates. Results: Moderate and high PAs showed significantly improved HRQOL related to self-care domain, euro quality of life-5 dimension index, and PHS. Interaction analysis revealed that high PAs resulted in improved HRQOL associated with self-care and pain/discomfort in cancer survivors having depression. Moreover, for low- and middle-income levels, higher PAs served to improve HRQOL associated with depression/anxiety. In contrast, higher PAs rather reduced HRQOL for the high-income group. Conclusions: To improve HRQOL, we recommend PAs higher than the moderate level for cancer survivors. In case of cancer survivors having depression or belonging to the high-income group, it is necessary to manage individual PAs considering the interaction effects.

Factors associated with anemia among female adult vegetarians in Malaysia

  • Chai, Zi Fei;Gan, Wan Ying;Chin, Yit Siew;Ching, Yuan Kei;Appukutty, Mahenderan
    • Nutrition Research and Practice
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    • v.13 no.1
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    • pp.23-31
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    • 2019
  • BACKGROUND/OBJECTIVES: A large number of studies on anemia have focused mostly on pregnant women or children. The vegetarian population, which is another potential risk group for anemia, remains largely unexplored. Therefore, this cross-sectional study examined the associations of the sociodemographic, lifestyle, nutritional, and psychological factors with the anemia status among female adult vegetarians. SUBJECTS/METHODS: A total of 177 female vegetarians were recruited from a Buddhist and Hindu organization in Selangor, Malaysia. The participants completed a self-administered questionnaire, which analyzed their sociodemographic characteristics, physical activity level, sleep quality, depression, anxiety, and stress. The body weight, height, waist circumference, and body fat percentage of the participants were also measured. A 3-day dietary recall was conducted to assess their dietary intake. Blood samples (3 ml) were withdrawn by a nurse from each participant to determine the hemoglobin (Hb) level. RESULTS: The findings revealed 28.2% of the participants to be anemic. The age group (AOR = 2.46, 95% CI = 1.19-5.05), marital status (AOR = 2.69, 95% CI = 1.27-5.71), and percentage of energy from protein (AOR = 5.52, 95% CI = 1.41-21.65) were the significant predictors of anemia. CONCLUSIONS: Anemia is a public health problem among female vegetarians in this study. Health promotion programs that target female adult vegetarians should be conducted to manage and prevent anemia, particularly among those who are married, aged 50 and below, and with an inadequate protein intake.

Convergence on the related depression, suicidal ideation and nutrient intakes in older adults with osteoarthritis using the 6th Korea National Health and Nutrition Examination Survey(KNHANES VI) (50대 이상의 골관절염 환자의 우울감 및 자살사고와 영양섭취에 관한 융합연구 : 국민건강영양조사 6기 자료 이용하여)

  • Hwang, Hyo-Jeong;Choi, Yean Jung
    • Journal of the Korea Convergence Society
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    • v.10 no.8
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    • pp.27-36
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    • 2019
  • We investigated the relationship between depression, suicide risk, and related nutrient intakes in 50-60 year old Korean osteoarthritis patients. In the $6^{th}$ National Health and Nutrition Examination Survey, 4,112 people who have been diagnosed with osteoarthritis by a doctor were analysed. Anxiety and depression level, pain and discomport level, depressive mood and suicidal ideation were significantly higher in osteoarthritis group compared to the non-osteoarthritis group(p<0.05). Dietary intake of energy, protein, n-3 and n-6 fatty acids, calcium, phosphate, thiamin, riboflavin, and niacin were significantly higher in the normal group compared with all the osteoarthritis, depression and suicidal ideation groups(p<0.05). The presented convergence strategy would be applied for emotional health and health care improvement of osteoarthritis patients.

Effect of Activity Restriction on Mental health and the Quality of Life among patients with Cardiovascular Disease (심혈관질환자의 활동 제한이 정신건강과 삶의 질에 미치는 영향)

  • Kim, Hyun-Su
    • Journal of Convergence for Information Technology
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    • v.11 no.3
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    • pp.87-94
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    • 2021
  • This study was conducted to identify the mental health and quality of life of cardiovascular disease patients by their activities restriction through the second analysis of the 7th KNHANES collected from 2016 to 2018. The subjects of this study were 521 adults with angina or myocardial infarction who had no missing variables among 24,269 subjects. The difference between mental health and quality of life according to the activity restriction was analyzed by Chi-square method and the effect of mental health and quality of life by activity restriction by Logistic regression method using the SAS 9.4 version. The results of the analysis showed that the stress level, the depression for the last two weeks and suicide thought level was high when there was activity restriction, which had a significant effect on mental health. Mobility, selfcare and usual activities were disrupted, and pain/inconvenience and anxiety/depression increased when there was activity restriction, which also showed a significant effect on quality of life. Therefore, it is suggested that the development and operation of effective physical activity promotion program to minimize activity restriction is necessary to improve mental health and quality of life of cardiovascular patients.

Exploring the Satisfaction with COVID-19 Prevention Measures and Awareness of the Tourism Crisis for Residents' Tourism Attitude

  • PARK, So-Young;PARK, Joo-Young;KIM, Ji-Won;Chang, Mona;KIM, Mincheol
    • The Journal of Industrial Distribution & Business
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    • v.12 no.7
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    • pp.27-39
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    • 2021
  • Purpose: The researchers reviewed the previous studies on the psychological anxiety and economic damage during the recent COVID-19 pandemic to understand the satisfaction, awareness and attitude of the residents in Jeju, Korea. Research design, data and methodology: 215 samples based on self-reported survey were collected for path analysis focused on controlling variables in demographic characteristics in PLS-SEM using Smart PLS 3.0. Results: The researchers found the Satisfaction with COVID-19 Prevention Measures and the Awareness of Tourism Crisis affect Attitude toward Tourism of the residents with the explanatory power (R2 = 0.209). Age was found to be the only significant controlling variable in this model for the Awareness of Tourism Crisis to Attitude toward Tourism. Conclusions: The attitude toward tourism is influenced by the level of satisfaction of the prevention service for COVID-19 as well as the awareness of the crisis. Residents have different level of the tourism crisis awareness by the status of their economic activities while there is no differences in all age groups for satisfaction in the quarantine service. The study suggests that the importance of the public health service should be preferentially concerned for residents to have stable economic activities where the tourism is the major industry.

Effects of Forest Healing Program on Depression, Stress and Cortisol Changes of Cancer Patients

  • Lee, Mi-Mi;Park, Bong-Ju
    • Journal of People, Plants, and Environment
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    • v.23 no.2
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    • pp.245-254
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    • 2020
  • Patients diagnosed with cancer face mental problems such as alienation, isolation, anxiety about death and fear, recovering from psychological difficulties. In this study, a forest healing program was provided for cancer patients to recover from psychological stress, depression, social isolation and self-esteem caused by cancer and changes in salivary cortisol through psychological and emotional recovery were measured. From September 19 to November 28, 2017, a forest healing program composed of a total of 10 sessions, two hours per session was provided for 12 cancer patients in the Forest of Taegyo located in Yongin. Psychological tests were performed with Social Adaptation Self-evaluation Scale (SASS), Korean-version Perceived Stress Scale (PSS) and Beck Depression Inventory (BDI) and the collected data were analyzed with the SPSS 18.0. The salivary cortisol level was measured along with the psychological tests and were analyzed by a specialized testing agency. The results of the analysis showed that the pre- and post-assessment score of SASS was 29.17 and 25.92, respectively, and that the pre- and post-assessment score of PSS was 30.50 and 23.92, respectively. The pre- and post-assessment score of BDI was 41.00 and 34.83, respectively, which showed significant differences. In addition, the pre- and post-assessment level of saliva cortisol was 3.13 and 1.68, respectively, showing a significant decrease. In short, the forest healing program was found to be effective in reducing physiological changes caused by social isolation and stress due to the emotional and psychological difficulties that the subjects who were diagnosed with cancer and were recovering from it have. In the future, it will be necessary to develop and implement a forest healing program by conducting a forest healing requirement survey on cancer patients.

Equating Two Health-related Quality of Life Instruments Applied to Cancer Survivors Who Underwent Palliative Care

  • Bongsam Choi;Heesu Kim;Sunhwi Bang;Byunggwan Kim;Jaekwang Shim
    • Physical Therapy Korea
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    • v.30 no.1
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    • pp.32-40
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    • 2023
  • Background: Equating is a statistical procedure used to create a common measurement scale across two instruments. Item-level information should be taken into consideration so that scores can communicate interchangeably across the instruments. Objects: To investigate a common measurement scale across two health-related quality of life questionnaires (HRQOL) applied to various cancer survivors who underwent palliative care in healthcare institutions. Methods: A total of 139 cancer survivors who underwent palliative care were recruited from two rehabilitation hospitals and an oriental medicine hospital. Participants consisted of various cancer survivors who presented to the sites for palliative care. They were asked to fill out Korean versions of the World Health Organization Quality of Life (WHOQOL-BREF) and EuroQOL-5 dimension (EQ-5D) questionnaires following the palliative care. For the item level comparison, the Rasch rating scale model was used to investigate how participants regarded individual test items of two instruments in relation to item difficulty calibrations. Results: All items except the three items fit the Rasch model. One item (anxiety/depression) of the EQ-5D and two items (dependence on medical aids and negative feelings) of the WHOQOL-BREF are misfit. The WHOQOL-BREF targets the survivors well, while the EQ-5D is able to target the survivors with lower HRQOL levels with some ceiling effects. By inspecting the item difficulty calibrations of the two instruments, five items of the WHOQOL-BREF are selected as common items in relation to the EQ-5D. These five items are considered compatible with each other. Differential item functioning (DIF) analysis reveals that the healthcare item of the WHOQOL-BREF vs the self-care item of the EQ-5D exhibits significant DIF. Conclusion: Findings suggest that one paired item should be taken into consideration when equating the WHOQOL-BREF and the EQ-5D applied to cancer survivors who underwent palliative care.