The Influence of Workplace Violence, Psychosocial Working Conditions on Depressive Symptoms Among Female Workers in South Korea.

Workers' depression is an important issue, with the prevalence higher in women than in men. This study aimed to identify the effects of workplace violence exposure and psychosocial working conditions on depressive symptoms in female workers in South Korea. This study included 15 605 female wageworkers who participated in the fifth Korean Working Conditions Survey. Logistic regression analyses were implemented to identify the factors that affected their depression. The female workers reported increased frequency of symptoms of depression when there was humiliating behavior from co-workers (adjusted odds ratio [aOR] = 1.999) or physical violence from clients (aOR = 1.609). In psychosocial working environments, they reported a greater frequency of depressive symptoms with high quantitative demands (aOR = 1.498), high emotional demands (aOR = 1.085), lower colleague's support (aOR = 1.566), or lack of support from supervisors at the workplace (aOR = 1.707). An emphasis should be put on preventing humiliating behaviors from co-workers as well as violence from clients in the workplace.

Risk Groups by the Needs for Help: Asian American Breast Cancer Survivors.

To supply proper and sufficient information and coaching through cancer education, it is important to decide who are risk groups among a target population. A decision tree analysis could help decide the characteristics of the risk groups. This study aimed to identify the combined characteristics of Asian American breast cancer survivors that were closely linked to high needs for help during their breast cancer survivorship process. The data on the needs for help among 185 Asian American breast cancer survivors from a parent clinical trial were included in this analysis. The instruments included the Supportive Care Needs Survey-Short Form 34 (SCNS-SF34) and multiple scales to measure the factors influencing the women's needs for help. The data were analyzed using latent profile analyses and decision tree analyses. The characteristics of the group with the highest needs for help were different depending on the types of needs. For instance, the group with the highest patient care/support needs for help score had high global symptom distress scores (cut point = 2.25) and high physical symptom distress (cut point = 1.57) and did not have regular access to health care (mean = 95.00; node 10). The findings suggest several risk groups to target in future interventions for cancer education to reduce the needs for help among this specific population. Multiple factors that could influence the needs for help among Asian American breast cancer survivors need to be considered in future intervention development for cancer education.

A Decision Tree Analysis on Symptom Experience of Asian American Breast Cancer Survivors.

BACKGROUND: Mainly due to their cultural attitudes toward symptoms and breast cancer, Asian American breast cancer survivors tend to suffer from symptoms and often delay in getting treatments, information, and support. To improve their symptom management, it would be important to determine risk groups among them. Decision tree analyses reportedly help determine risk groups by identifying the characteristics that are directly associated with target health outcomes. OBJECTIVE: Using a decision tree analysis, this study aimed at identifying the characteristics that were closely linked to the symptom experience of Asian American breast cancer survivors. METHODS: This was a part of a parent randomized controlled trial among Asian American breast cancer survivors. Only the data from 135 women at the pre-test were included. Multiple instruments were used to collect the data: the Memorial Symptom Assessment Scale-Short Form, the Cancer Behavior Inventory, the PRQ-2000, the Perceived Isolation Scale, and the Supportive Care Needs Survey-Short Form 34. The data were analyzed using latent profile analysis and decision tree analyses. RESULTS: Two most frequently found profiles included the low symptom experience profile (72.6%) and the high symptom experience profile (27.4%). The high symptom experience profile was predicted by 2 combined characteristics; (a) high psychological needs for help (over 60.00 points), and (b) low psychological needs for help (cut point = 60.00), high perceived barriers (cut point = 1.62), and high social isolation (social support) (cut point = 2.33). CONCLUSIONS: These characteristics linked to Asian American breast cancer survivors with high symptom experience need to be considered in future intervention development.

The Characteristics of Asian American Breast Cancer Survivors with Low Quality of Life: a Decision Tree Analysis.

To provide appropriate and adequate information and support for Asian American breast cancer survivors, it would be essential to identify risk groups among them to target in future cancer education interventions. In this secondary analysis, the characteristics of risk groups within Asian American breast cancer survivors who had low quality of life were identified using a decision tree analysis. For this analysis, only the pre-test data of 185 women from a parent study were selected. Multiple instruments including the Functional Assessment of Cancer Therapy Scale-Breast Cancer (FACT-B) were used in the parent study. The data were analyzed using descriptive and inferential statistics and decision tree analyses. The decision tree analyses showed six combined characteristics associated with lower quality of life scores than the total mean quality of life scores. For instance, the women with lower quality of life scores (than the total mean quality of life scores) had high perceived barriers (cut point = 1.84), low self-efficacy for coping (cut point = 81.50), and high global symptom distress (cut point = 2.27). Also, the characteristics linked to the lowest quality life scores were different depending on the dimensions of the quality of life. The characteristics associated with the quality of life of Asian American breast cancer survivors need to be considered in future education programs for this specific population.

Immigration Transition and Symptom Distress Changes by a Technology-Based Intervention: Asian American Breast Cancer Survivors.

Technology-based programs using computers and mobile devices are known to be effective in providing information and support to marginalized populations including immigrants. Yet, little is still known on the factors that may influence the effectiveness of technology-based programs in improving symptom experience, including immigration transition, especially among Asian American breast cancer survivors. This study aimed to identify the characteristics related to immigration transition that significantly affected the symptom distress changes by a technology-based information and coaching/support program among Asian American breast cancer survivors. This secondary analysis was conducted with the data from 102 Asian American breast cancer survivors from a randomized clinical trial in progress. Multiple instruments were used: the questions on background characteristics and immigration transition and the Memorial Symptom Assessment Scale-Short Form. The data were analyzed using repeated-measurement analyses and decision tree analyses. The mean changes in the symptoms distress scores were as follows: -0.12 (SD, 0.47) in the Global Distress Index scores; -0.08 (SD, 0.43) in the physical symptom distress scores; and -0.15 (SD, 0.65) in the psychological symptom distress scores. The characteristics with the highest impact on the symptom distress score changes included the immigration age for Global Distress Index and physical symptom distress score and the level of acculturation for psychological symptom distress score.

Factors Related to Suicidal Ideation and Prediction of High-Risk Groups among Youngest-Old Adults in South Korea.

(1) Background: The suicide of older adults shows different factors between the youngest-old adults and the old-old adults. This study aimed to identify factors predicting suicidal ideation among youngest-old adults (ages 65 to 74 years) and predict high-risk groups' characteristics. (2) Methods: The subjects of this study were 970 youngest-old adults who participated in the Korean National Health and Nutrition Examination Survey (KNHANES VIII Year 1, 2019). Logistic regression analysis identified factors related to suicidal ideation, and decision tree analysis identified combined characteristics among high-risk groups. Data were analyzed using SPSS 27.0. (3) Results: Suicidal ideation became more common among those with relatively lower income levels (OR = 1.48, 95% CI = 1.04−2.12), those whom had experienced depression (OR = 9.28, 95% CI = 4.57−18.84), those with relatively higher stress levels (OR = 2.42, 95% CI = 1.11−5.28), and those reporting a relatively worse perceived health (OR = 1.88, 95% CI = 1.23−3.11). Complex characteristics that combined depression, low personal income level, and low perceived health predicted a high risk of suicidal ideation (64.6%, p < 0.05). (4) Conclusions: The findings indicate that this high-risk group should be prioritized when developing suicide prevention strategies.

A Decision Tree Analysis on the Impact of a Technology-Based Program on Symptom Distress: Asian American Breast Cancer Survivors.

Using a decision tree analysis, this study aimed to identify the characteristics of the groups within Asian American breast cancer survivors whose symptom distress scores were effectively improved by a technology-based program. This was a secondary analysis of the data from an ongoing randomized controlled trial among 115 Asian American breast cancer survivors. The instruments were questions on background factors; the Memorial Symptom Assessment Scale-Short Form; the Cancer Behavior Inventory; the Questions on Attitudes, Subjective Norm, Perceived Behavioral Control, and Behavioral Intention; and the Supportive Care Needs Survey-Short Form 34. The data were analyzed using chi-square tests, t tests, repeated measurement analyses, and decision tree analyses. The decrease in the global distress index scores was the largest (1.253 points) among those with high psychological support needs. The decrease in the physical symptom distress scale scores was the largest (1.133 points) among those with high physical and daily living support needs who had a short US residence period and who were young. The decrease in the psychological symptom distress scores was the largest (1.511) among those with high psychological support needs. The findings suggest several characteristics of the groups within Asian American breast cancer survivors whose symptom distress could be highly improved by a technology-based intervention.

Characteristics of Asian-American Breast Cancer Survivors Retained in a 3-Month Technology-Based Intervention.

BACKGROUND: Technology-based intervention programs are known to be effective in approaching socially excluded groups or racial/ethnic minorities, including this specific population. However, the retention of participants in technology-based intervention studies is far more complicated and challenging compared with conventional studies targeting racial/ethnic minorities. OBJECTIVE: This study aimed to identify the complex characteristics of the groups within Asian American breast cancer survivors who were successfully retained in a 3-month technology-based intervention study. METHODS: This secondary analysis of the data from a larger ongoing intervention study included 155 Asian American breast cancer survivors. Major variables were measured using multiple instruments including the questions on characteristics of the participants, the Personal Resource Questionnaire, perceived isolation, Memorial Symptom Assessment Scale-Short Form, Cancer Behavior Inventory, 34-item Supportive Care Needs Survey Short Form, and Functional Assessment of Cancer Therapy Scale-Breast Cancer. Data analyses were done through χ2 tests, t tests, and decision tree analyses. RESULTS: The retention rates differed by subethnicity (P = .025), immigration age (P < .001), and stage of breast cancer (P = .003). The decision tree indicated four groups with the highest probability of retention: (a) those who were diagnosed with stage II, III, or IV breast cancer, (b) those who immigrated to the United States after turning 31 years old, and (c) those who had high perceived barriers. CONCLUSION: This study provides directions for future retention strategies for technology-based interventions among Asian American breast cancer survivors. IMPLICATIONS FOR PRACTICE: Participants' characteristics need to be considered in developing retain strategies for technology-based interventions among Asian American breast cancer survivors.

Information Needs of Asian American Breast Cancer Survivors: a Decision Tree Analysis.

Through a decision tree analysis, this study aimed to determine the characteristics of Asian American breast cancer survivors who had higher decreases in their need for information by a technology-based information and coaching/support program compared with their counterparts. This is a part of a larger randomized controlled trial; only the data from 99 Asian American breast cancer survivors were used for this analysis. The measurement scales included the Memorial Symptom Assessment Scale-Short Form, the Cancer Behavior Inventory, the Questions on Attitudes, Subjective Norm, Perceived Behavioral Control and Behavioral Intention, and the Supportive Care Needs Survey-Short Form 34. The data analysis was done using t-tests, chi-square tests, repeated measurement analyses, and a decision tree analysis. The information needs scores of all the participants decreased during the 3-month intervention period (p < .005). However, only the intervention group had statistically significant decreases in the information needs scores during the 3 months (dif. = - 8.545; p < .005). Those with low social influence scores and high self-efficacy scores had significantly larger decreases in their information needs scores compared with the average change scores (100%, p < 01). Asian American breast cancer survivors with low social influences and high self-efficacy would highly benefit from a technology-based intervention for their need for information.

Socioeconomic Classes among Oldest-Old Women in South Korea: A Latent Class Analysis.

Oldest-old women are known to live at the intersection of multiple socioeconomic disadvantages in South Korean society. This study classified oldest-old Korean women into several socioeconomically homogeneous classes based on various socioeconomic status (SES) risks and compared health characteristics among the identified classes. This cross-sectional study utilized the 2019 Korean Community Health Survey, including data from 11,053 women (≥80 years). Latent class analysis determined the number of underlying socioeconomic classes based on nine selected SES variables. Four distinct socioeconomic classes were identified: "Urban, living alone, recipient of NBLSS, moderate education, leisure activity" (Class 1), "Rural, traditional house, living with others, not financially deprived, low education, employed" (Class 2), "Urban, living with family, financially affluent, not employed, no barriers to healthcare" (Class 3), "Rural, traditional house, living alone, financially deprived, uneducated, employed, barriers to healthcare" (Class 4). Depressive symptoms, subjective stress, and the prevalence of sleep disorder and diabetes were higher in Class 1 compared to other classes. Health-related quality of life, perceived health, and self-rated oral health were the poorest in Class 4. Class 3 reported the best health status. Understanding the intersecting SES risk factors in this group can aid in developing targeted interventions.

A decision tree analysis on multiple factors related to menopausal symptoms.

OBJECTIVES: The purpose of this study was to examine the specific characteristics that were directly linked to menopausal symptoms of midlife women from four major racial/ethnic groups in the United States using a decision tree analysis. METHODS: This was a secondary analysis of the data from 1,027 midlife women from 2 larger Internet-based studies. The parent studies used the Midlife Women's Symptom Index with multiple questions on background characteristics and health and menopausal status. The data were analyzed using ANOVA and decision tree analyses. RESULTS: Across all the racial/ethnic groups, menopausal stage and country of birth were significantly related to the total number and total severity scores of menopausal symptoms (P < 0.001). In each racial/ethnic group, different combined characteristics of the participants were closely linked to the total number and total severity scores of menopausal symptoms (P < 0.05). For instance, in African Americans, the total severity scores of menopausal symptoms increased among those who were postmenopausal (P < 0.001), US born (P < 0.001), and with low family income (P = 0.030). CONCLUSIONS: Specific risk groups by the combined characteristics need to be considered in future practice with midlife women.

Health-Related Symptoms and Working Conditions on Vulnerability to Presenteeism Among Nurses in South Korea.

Presenteeism among nurses is reported to be higher than that of other professional workers, and affects one's health and the safety of their patients. Therefore, study on correlation between complex working condition and presenteeism is needed among nurses. This study aimed to predict characteristics of high-risk groups for presenteeism among nurses. The analysis used data which generated 478 nurses who participated in the fifth Korean Working Conditions Survey (2017). This study built a complex samples logistic regression model and decision tree analysis. Presenteeism was significantly higher among those who experienced musculoskeletal pain, high emotional demands, discrimination, and psychological adverse social behavior at the workplace. Combined presence of psychological adverse social behavior and musculoskeletal pain was predicted presenteeism, and should be treated as groups with a high risk of presenteeism. Nurses should be aware of high-risk group for presenteeism and treat them as a priority group to manage.

Depressive symptoms and type II diabetes mellitus among midlife women.

OBJECTIVES: A decision tree analysis helps determine the complex characteristics of the groups that are closely connected with specific outcomes. Using a decision tree analysis, the purpose of this secondary analysis was to examine the associations of type II diabetes mellitus (DM) to depressive symptoms among midlife women from four major racial/ethnic groups in the US. while identifying the complex characteristics of the women that were closely linked to depressive symptoms. METHODS: The data from two larger Internet survey studies were used for this analysis. The data from a total of 164 women (62 with type II diabetes and 102 without diabetes) were included. The data were collected using several instruments to measure background characteristics, health and menopausal status, and depressive symptoms (the Depression Index for Midlife Women). The data analysis was conducted using independent t tests, Mann-Whitney U tests, and decision tree analyses. RESULTS: The total numbers and total severity scores of depressive symptoms were significantly higher in those with DM compared with those without DM (P < 0.05). There were significant differences in the total numbers and total severity scores of depressive symptoms by menopausal status and race/ethnicity (P < 0.05). DM was a significant factor that influenced the total severity scores of depressive symptoms among midlife women in peri- or postmenopausal stages who were born outside the US and among midlife women in their premenopausal stage (P < 0.05). CONCLUSIONS: This study indicated several combined characteristics of midlife women at high risk for depressive symptoms that could provide directions for future interventions.

Video Summary : http://links.lww.com/MENO/A726 .

A technology-based information and coaching/support program and self-efficacy of Asian American breast cancer survivors.

Women's self-efficacy for coping with breast cancer is one of the key factors that lead to successful breast cancer survivorship. Due to the cultural stigma linked to breast cancer (e.g., breast cancer is a genetic disease), Asian Americans are known as a high-risk group within breast cancer survivors. However, healthcare providers are challenged to promote women's self-efficacy while considering their cultural beliefs and attitudes. In this study, the efficacy of a technology-based information and coaching/support program was examined in improving self-efficacy for coping with breast cancer among Asian American survivors. A randomized repeated measures control group study was conducted with 67 Asian American breast cancer survivors. The questions on background characteristics, the Personal Resource Questionnaire, the Perceived Isolation Scale, the Supportive Care Needs Survey Short Form 34, and the Cancer Behavior Inventory were used. The data were analyzed using repeated measurement analyses, χ2 tests, and decision tree analyses. There were significant increases in the self-efficacy scores of both control and intervention groups over time (p = .017). However, the increase in the control group's self-efficacy scores was only up to post 1 month, and there was a decrease in the scores by post 3 months. When the participants were divided into high and low-change groups based on the changes in their self-efficacy scores for 3 months, the intervention group had more participants who belonged to the high-change group (p = .036). The technology-based intervention was effective in improving self-efficacy for coping with breast cancer among Asian American breast cancer survivors.

Trends in Female Workers' Childbearing Intentions in South Korea.

This study aimed to analyze trends of South Korean working women's childbearing intentions to provide directions for strategies to increase South Korea's birth rate. This study used the data generated by the Korean Longitudinal Panel Survey of Women and Families in South Korea from 2007 to 2016, and included 2,341 working women. This study showed that female workers' intention to bear children is decreasing. In 2007, age and the number of children were considered in predicting the characteristics of those with childbearing intentions. In 2016, the provision of maternity leave at work, job satisfaction regarding relationships and communication, and work-family conflicts were added. When identifying the factors by category, the impact level of occupational factors increased, although the impact level of individual factors decreased. There should be a balance between work and family roles, and employers should provide ample maternity leave and promote an organizational culture that supports job satisfaction.

Factors Related to Presenteeism among South Korean Workers Exposed to Workplace Psychological Adverse Social Behavior.

Presenteeism negatively affects both individuals and society. This study identified factors of presenteeism among workers in South Korea, especially in relation to exposure to adverse social behaviors. Here, an adverse social behavior refers to any forms of workplace violence or intimidation. This study used the data from 23,164 full-time salaried employees, who participated in the fifth Korean Working Conditions Survey. This study attempted to predict presenteeism based on the exposure to adverse social behaviors and working conditions using logistic regression. Presenteeism was reported in 15.9% of the sample. Presenteeism was significantly higher among workers with the following characteristics: females, aged 40 years or older; middle school graduates; over 40 working hours a week; shift workers; no job-related safety information received; exposure to adverse social behavior and discrimination; and those with a high demand for quantitative work, low job autonomy, high emotional demands, and high job stress. The workers exposed to adverse social behavior showed a higher prevalence of presenteeism (41.2%), and low job autonomy was the most significant predictor of presenteeism. The findings of this study suggest that allowing enough autonomy in job-related roles may help alleviate presenteeism among those who have experienced adverse social behavior at work.

Factors related to the Identification of Middle-Aged Women Who are Disadvantaged by Cardio-cerebrovascular Disease.

PURPOSE: To investigate factors related to cardio-cerebrovascular disease and groups disadvantaged by it in Korean middle-aged women, using the Korea National Health and Nutrition Examination Survey (KNHANES). METHODS: The present study was conducted with 1,627 middle-aged women, aged 40 to 64 years, who participated in the 7th (2016) Korea National Health and Nutrition Examination Survey conducted by the Korea Centers for Disease Control and Prevention. RESULTS: Cardio-cerebrovascular disease among middle-aged women was associated with quality of life, menopause, diabetes mellitus, body mass index, and family history of hypertension. The incidence of cardio-cerebrovascular disease in middle-aged women was found to be the most prevalent in women who have entered menopause, have a family history of hypertension, and have a body mass index greater than 30.0 kg/m². CONCLUSION: This study classifies the subjects according to the risk level of each disadvantaged group for cardio-cerebrovascular disease prevention and management in middle-aged women. The results provide evidence to support a tailored cardio- cerebrovascular disease prevention and management program based on the related factors of disadvantaged groups and to establish strategies in educational and practical aspects.