• Title/Summary/Keyword: mood analysis

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Social Support, Mood, and Commitment to a Plan for Exercise of Korean Adults with Chronic Diseases (만성질환자의 사회적 지지, 기분과 운동이행계획수립에 관한 연구)

  • Shin, Yun-Hee;Jang, Hee-Jung
    • Korean Journal of Adult Nursing
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    • v.14 no.2
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    • pp.287-295
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    • 2002
  • Purpose: The purpose of this study was to assess social support, mood, and commitment to a plan for exercise of Korean adults with chronic diseases. Further, the relationships between social support, mood, and commitment to a plan for exercise were assessed. Method: The participants in this study were 230 Korean adults over 18 years of age with chronic diseases who were recruited in hospitals or health centers. The instruments used in this study were Exercise Social Support Scale, POMS (Profile of Mood States), and Commitment to a Plan for Exercise Scale. Result: The results of descriptive analysis showed that Korean adults with chronic diseases were perceived with relatively low commitment to a plan for exercise while they were perceived with moderate social support and mood states. Pearson's correlation coefficient showed significant relationship between these three variables. Stepwise regression indicated that 37% of the variance in commitment to a plan for exercise was explained by social support and vigor factor of the POMS. Conclusion: Health professionals can use this information for planning a targeted strategy to increase regular exercise among Korean adults with chronic diseases in order to improve their quality of life and control disease-related symptoms.

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Identifying the Causal Relationships of Appearance Management through an Analysis of One's Own Clothing and Wearing Experiences over a 10-day Period (10일 동안 선택한 자신의 의복 및 착용 경험의 분석을 통한 외모관리에 대한 관련성 연구)

  • Moody, Wendy;Kinderman, Peter;Sinha, Pammi;You, Kyung-Sook
    • Journal of the Korean Society of Clothing and Textiles
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    • v.33 no.6
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    • pp.841-852
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    • 2009
  • The aim of the study was to quantify and explore the causal relationships of appearance management through an analysis of one's own clothing and wearing experience, namely clothing preference, personality factors, emotion and mood, newness, familiarity of one's own clothing, and social interaction. Explorative quantitative and qualitative research was carried out using a uniformly composed sample of 10 size 12 females. A personality questionnaire was completed a short while prior to the study. A 10 day ‘wearing diary’ was administered to record where and when outfits were worn. Two questionnaires were completed measure emotion and mood, prior to changing into clothing (a daily baseline), and when they were wearing or changed clothing (dynamic mood). Qualitative information was recorded and included their thoughts and feelings other than the questionnaires, along with photographs that were taken by participants. Preference, social and newness ratings for each outfit worn were recorded after the 10 day period. SPSS analysis identified relationships and linear regression analysis identified preference indicators. Thematic analysis identified 9 themes regarding the management of mood, personality and social factors when wearing one's own clothing. The results indicated strong relationships between emotion, mood, personality and preference and how much newness and different levels of social interaction influence these factors. Participants tended to match their mood and personality with their clothing choices but in some cases also compensated. This research recognises the value of consumer psychological processes involved in appearance management, and has implications for further research into product involvement, post-purchase behaviour and retail strategies for personal shoppers.

Changes in Pain, Mood and Posttrauma Risk Level of Patients with Acute Hand Microsurgery (응급 수부 미세수술 후 통증, 기분 및 외상 후 위기 정도의 변화양상)

  • Kim, Min-Suk;Yoon, Soon-Young;So, Hee-Young
    • The Korean Journal of Rehabilitation Nursing
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    • v.13 no.1
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    • pp.44-52
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    • 2010
  • Purpose: The purposes of this study were to explore changes in pain, mood and the level of posttrauma risk for 2 weeks after acute hand microsurgery and determine predictors of pain 2-week after microsurgery. Method: Using a sample of 84 patients with hand microsurgery, pain, mood, and posttrauma risk were measured by the Brief Pain Inventory-Korea, the modified Profile of mood states, and the Posttrauma risk checklist at 1-day, 1-week and 2-week post-microsurgery. Repeated measures ANOVA and Multiple regression analysis were conducted to evaluate changes in pain, mood, and posttrauma risk over time after the surgery and determine predictors of pain 2-week after the surgery. Results: Pain significantly decreased (F=63.22, p<.001), mood significantly improved (F=41.04, p<.001) 2 weeks after microsurgery and interestingly, posttrauma risk significantly decreased from baseline to 1-week microsurgery but increased at 2-week after microsurgery (F=24.66, p<.001). Approximately 57% of the variance of pain 2-week post-microsurgery was explained by pain at 1-week post-microsurgery, mood and the numbers of injured fingers. Conclusion: The findings suggest the pain control for 1week after acute surgery being critical and posttrauma rehabilitation of injured finger being necessary. Developing nursing interventions is urgently needed to help individuals with impending hand microsurgery.

Low Muscle Mass and Depressed Mood in Korean Adolescents: a Cross-Sectional Analysis of the Fourth and Fifth Korea National Health and Nutrition Examination Surveys

  • Moon, Ji Hyun;Kong, Mi Hee;Kim, Hyeon Ju
    • Journal of Korean Medical Science
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    • v.33 no.50
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    • pp.320.1-320.8
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    • 2018
  • Background: Muscle mass and muscle function are related to depressed mood in studies of adults. Like adults, Korean students are highly likely to suffer from decreased muscle mass due to social conditions. In this study, we evaluated the muscle mass status of Korean adolescents and assess the effect of muscle on depressive mood. Methods: A total of 1,233 adolescent boys and girls participants from the Korea National Health and Nutrition Examination Survey were enrolled in our study. Participants underwent dual-energy X-ray absorptiometry for assessment of appendicular muscle mass and completed questionnaires regarding depressed mood, stress, suicidal ideations, and attempts. Results: There was no difference in depressive mood according to muscle mass among boys (P = 0.634); girls with decreased muscle mass had a greater tendency for depressed mood compared to girls with optimal muscle mass (P = 0.023). After adjusting for age, waist circumference-to-height ratio, smoking status, alcohol consumption, frequency of physical activity, self-reported obesity, weight-loss efforts, and monthly household income, girls with low muscle mass (LMM) were 2.60 times more at risk of developing depression than girls with normal muscle mass (95% confidence interval [CI], 1.05-6.49; P = 0.040). This trend was similar for girls with LMM with obesity (95% CI, 1.00-11.97; P = 0.049). Conclusion: Adolescent girls who have insufficient muscle mass are more likely to report depressed mood than girls who have ideal muscle mass. Interventions for maintaining proper muscle mass are required.

Effects of Yoga and Meditation-Focused Forest Healing Programs on Profile of Mood States (POMS) and Stress Response of Adults (요가와 명상 중심의 산림치유 프로그램이 성인의 기분상태와 스트레스 반응에 미치는 효과)

  • Park, Chang-Eun;Kim, Dong Jun;Park, Kwang-Soo;Shin, Chang Seob;Kim, Youn-Hee
    • Korean Journal of Environment and Ecology
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    • v.32 no.6
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    • pp.658-666
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    • 2018
  • The purpose of this study is to verify the effects of yoga and meditation-focused forest healing programs on profiles of mood states and stress reactions of adults. We tested 17 adults who agreed to participate in the experiments that were conducted for 2 nights and 3 days between September 8 to 10, 2017 in the healing forest located at Hongcheon-gun, Gangwon-do. The test used the simplified version of the inventory for the profile of mood states (K-POMS-B: Korean version of Profile of Mood States-Brief) and the stress response inventory as the measuring tools. For data analysis, we examined the differences in the profile of mood states and stress response of subjects before and after participation in the program through the paired T-tests with the SPSS 24.0 program. The analysis of the impact of the yoga and meditation-focused forest healing program on the profile of mood states of the test subjects showed the statistically significant reduction of the total score of the profile of mood states. Although the vigor among sub-level inventories increased, it was not statistically significant. But the tension, depression, anger, fatigue, and confusion showed a statistically significant reduction. The analysis of the impact of the yoga and meditation-focused forest healing program on the stress response of the test subjects showed a statistically significant reduction. Among sub-level inventories, the tension, somatization, anger, depression, fatigue, and frustration showed a statistically significant reduction, but the aggressiveness did not. It is expected that the results of this study can be utilized in the future as reference data for clarifying the effects of yoga and meditation-focused forest healing programs.

Machine Learning Algorithm Accuracy for Code-Switching Analytics in Detecting Mood

  • Latib, Latifah Abd;Subramaniam, Hema;Ramli, Siti Khadijah;Ali, Affezah;Yulia, Astri;Shahdan, Tengku Shahrom Tengku;Zulkefly, Nor Sheereen
    • International Journal of Computer Science & Network Security
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    • v.22 no.9
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    • pp.334-342
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    • 2022
  • Nowadays, as we can notice on social media, most users choose to use more than one language in their online postings. Thus, social media analytics needs reviewing as code-switching analytics instead of traditional analytics. This paper aims to present evidence comparable to the accuracy of code-switching analytics techniques in analysing the mood state of social media users. We conducted a systematic literature review (SLR) to study the social media analytics that examined the effectiveness of code-switching analytics techniques. One primary question and three sub-questions have been raised for this purpose. The study investigates the computational models used to detect and measures emotional well-being. The study primarily focuses on online postings text, including the extended text analysis, analysing and predicting using past experiences, and classifying the mood upon analysis. We used thirty-two (32) papers for our evidence synthesis and identified four main task classifications that can be used potentially in code-switching analytics. The tasks include determining analytics algorithms, classification techniques, mood classes, and analytics flow. Results showed that CNN-BiLSTM was the machine learning algorithm that affected code-switching analytics accuracy the most with 83.21%. In addition, the analytics accuracy when using the code-mixing emotion corpus could enhance by about 20% compared to when performing with one language. Our meta-analyses showed that code-mixing emotion corpus was effective in improving the mood analytics accuracy level. This SLR result has pointed to two apparent gaps in the research field: i) lack of studies that focus on Malay-English code-mixing analytics and ii) lack of studies investigating various mood classes via the code-mixing approach.

The Influence of Psychological Capital, The Effects of Emotional Intelligence and Positive Mood (심리자본의 영향력과 감성지능 및 긍정적 기분의 효과)

  • Kim, Dae-Sik;Na, Sang-Kyun
    • Journal of the Korea Safety Management & Science
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    • v.19 no.2
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    • pp.159-171
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    • 2017
  • This study aims to analyze the influence of psychological capital on organizational performance and to verify the moderating effect of emotional intelligence and the mediating effect of positive mood. The results of an analysis are as follows: First, the influence of psychological capital is higher in job satisfaction than in OCB. Second, the moderating effect of emotional intelligence is recognized in psychological capital and organizational performance. In particular, job satisfaction shows a higher moderating effect than OCB does. Third, no direct effect of psychological capital on OCB is recognized while an indirect effect of psychological capital on OCB through positive mood is recognized. Thus, it is judged that the results of this study would be effectively utilized as a means of motivation for growing individuals and achieving organizations'goals by emphasizing the importance of psychological capital and psychology and systematically managing psychological phenomena according to individual differences.

Analysis of Qualitative Research About Depressed Mood and Suicidal Ideation of Korean Seniors (한국 노인이 겪는 우울감 및 자살사고에 대한 질적 연구 분석)

  • Kwak, Hui-Yong;Suh, Hyo-Weon;Chung, Sun-Yong;Kim, Jong-Woo
    • Journal of Oriental Neuropsychiatry
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    • v.29 no.2
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    • pp.99-109
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    • 2018
  • Objectives: To analyze the reports of qualitative research about depressed mood and suicidal ideation of Korean Seniors. Methods: Eleven published qualitative research studies were selected for analysis. We extracted common topics and factors of each stage, Selected factors were paralleled and synthesized to make a flow chart of the phenomena. Results: Depressed mood arousals of Korean seniors are categorized by causation factors, which include economic, psychosomatic, and social factors, and positive-negative coping strategies, which include cognitive-behavioral factors. Suicidal experiences are categorized as ideation, suicidal attempt, and after-suicide stage. In the latter, participants reported three types of lifestyles by their enthusiasm for 'being alive'. Conclusions: Through the qualitative synthesis of research, we could analyze and categorize major factors and coping strategies of participants who exhibited a depressed mood or suicidal ideation.

Correlation Analysis of Korean Version of the Subhealth Questionnaire And Profile of Mood States Factors (아건강 설문지와 기분상태척도의 상관성 연구)

  • Ryu, Jae-Min;Park, Young-Jae;Park, Young-Bae
    • The Journal of the Society of Korean Medicine Diagnostics
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    • v.15 no.1
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    • pp.77-86
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    • 2011
  • Objectives: With increased rate of chronic disease, concerns about preventive medicine has raised. Therefore questionnaire of subhealth status was developed and analysed in our previous study. A large number of chronic diseases is related to emotional issues. This study was to confirm a relationship between mood state and health status in terms of modern people's healthcare. Methods: Subhealth Questionnaire and Korean version of Profile of Mood States(k-POMS) were putted by 113 college students. And correlation and regression analysis was conducted. Results: Subhealth questionnaire and k-POMS proved a significant correlation. In particular, subhealth factor 3(mood) had a significant correlation with all factors of k-POMS. Subhealth factor 1(body), subhealth factor 2(life) and subhealth factor 6(society) had significant correlations with 5 factors of k-POMS. Subhealth factor 4(energy) and subhealth factor 5(heredity) did not show significant results. 'Fatigue' factor of k-POMS was proved to be the most important factor influencing the subhealth status and illness, indicating high correlations with all of subhealth status.

Cognitive Function, Mood, Problematic Behavior and Response to Interaction with Robot Pet by Elders with Dementia (동물로봇과의 상호작용에 따른 치매노인의 인지기능, 기분상태, 문제행동 및 반응의 변화)

  • Lim, Nan-Young;Kang, Hyun-Sook;Park, Young-Sook;Ahn, Dong-Hyun;Oh, Jin-Hwan;Song, Jung-Hee
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.16 no.2
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    • pp.223-231
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    • 2009
  • Purpose: The purpose of this study was to identify the effects on cognitive function, mood, problematic behaviors and response to interaction with robot pet by elderly people with dementia. Method: A methodological triangulation design with quantitative and qualitative methods was used. The participants were 9 elderly people with dementia. The intervention was conducted twice a week for 4 weeks, Qualitative data were collected by interviews and video-taping for analysis of the responses of participants, Results: 1) Cognitive function, mood and problematic behaviors did not show any significantly differences after the program. 2) Analysis of the responses showed increases in verbal communication and positive action. Conclusion: The robot pet program had positive effects such as increasing communication and interaction. Therefore, this program could be considered as an effective program for emotional support for elderly people with dementia. However further repetitive study is need to validate the result.

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