• Title/Summary/Keyword: intervention analysis

Search Result 3,766, Processing Time 0.032 seconds

Intervention Analysis with Application to Oil Shock and WPI of Korea

  • Park, Chi-Kyung;Park, Sung-Joo
    • Journal of the Korean Operations Research and Management Science Society
    • /
    • v.7 no.1
    • /
    • pp.17-29
    • /
    • 1982
  • This paper is concerned with the application of the intervention analysis to the wholesale Trice index of Korea. There were four big shocks on the WPI during the last two decades, which were caused by the series of oil price hikes and changes in the foreign exchange rate. Intervention analysis of these multiple shocks revealed the nature and causalities of each shocks to the general price level of Korea.

  • PDF

Recommendation of Optimal Treatment Method for Heart Disease using EM Clustering Technique

  • Jung, Yong Gyu;Kim, Hee Wan
    • International Journal of Advanced Culture Technology
    • /
    • v.5 no.3
    • /
    • pp.40-45
    • /
    • 2017
  • This data mining technique was used to extract useful information from percutaneous coronary intervention data obtained from the US public data homepage. The experiment was performed by extracting data on the area, frequency of operation, and the number of deaths. It led us to finding of meaningful correlations, patterns, and trends using various algorithms, pattern techniques, and statistical techniques. In this paper, information is obtained through efficient decision tree and cluster analysis in predicting the incidence of percutaneous coronary intervention and mortality. In the cluster analysis, EM algorithm was used to evaluate the suitability of the algorithm for each situation based on performance tests and verification of results. In the cluster analysis, the experimental data were classified using the EM algorithm, and we evaluated which models are more effective in comparing functions. Using data mining technique, it was identified which areas had effective treatment techniques and which areas were vulnerable, and we can predict the frequency and mortality of percutaneous coronary intervention for heart disease.

A Meta-Analysis of Intervention Studies on Cancer Pain (암환자의 통증에 적용한 중재효과의 메타분석)

  • Min, Young-Chun;Oh, Pok-Ja
    • Asian Oncology Nursing
    • /
    • v.11 no.1
    • /
    • pp.83-92
    • /
    • 2011
  • Purpose: This study was to analyze the characteristics and effect size of intervention studies in reference to cancer pain. Methods: In order to conduct a meta-analysis, a total of 208 studies were retrieved from search engine. And 29 studies published from 2000 to 2010 were selected upon their satisfaction with the inclusion criteria. The data was analyzed by the RevMan 5.0 program of Cochrane library. Results: 1) Intervention studies included 7 studies on reflexology (24.1%), 5 for pain management education (17.2%), 3 studies for each music therapy, spiritual care and hand massage (10.3%, respectively), and 2 studies for each hospice and horticultural therapy (6.7%, respectively). 2) The effect size of the intervention studies were high in hand massage (d=-0.98), reflexology (d=-0.74), spiritual care (d=-0.72), pain management education (d=-0.66), music therapy (d=-0.41), and horticultural therapy (d=-0.32). Conclusion: This study suggest that non-drug therapy can reduce the levels of cancer pain intensity, even though the numbers of intervention studies and randomized controlled trials are very rare.

Meta-analysis about the Effectiveness of Intervention Programs for Married Immigrant Women (결혼이주여성에게 적용한 중재 프로그램의 효과성에 대한 메타분석)

  • Lee, Mi Ok;Kim, Sinhyang
    • Women's Health Nursing
    • /
    • v.21 no.4
    • /
    • pp.342-354
    • /
    • 2015
  • Purpose: The purpose of this study was to test the effect size of intervention programs for married immigrant women as well as to suggest the basic data for health care practices for married migrant women. Methods: Meta-analysis was conducted with 27 articles from domestic Korea master's and doctorate degree dissertations and Korea academic journals from 2007 to 2014. Results: Overall average effect size was 1.17 and 'parental education' of Intervention Variables was the biggest effect size. Intervention Variables were also identified to be the most desirable in cases when total sessions were applied with 10-18 sessions, 1 session per week, 90-120 minutes per session activity time and with less than 10 subjects in group size. Regarding effect variables, psychological variable group was identified to show the biggest effect size and in sub-variables, self-efficacy was identified to show the biggest effect size. Conclusion: If intervention programs for married immigrant women is expanded and conducted based on the results of this study, the program would have significant affect psychological, social and physical health of the married migrant women who currently occupy the important status in our society.

A Meta-analysis of Intervention Studies on Cancer-related Fatigue in Korea: 1990-2010 (국내 암환자 피로에 적용한 중재효과의 메타분석: 1990-2010)

  • Oh, Pok Ja;Jung, Ji Ah
    • Journal of Korean Clinical Nursing Research
    • /
    • v.17 no.2
    • /
    • pp.163-175
    • /
    • 2011
  • Purpose: This study was to analyze the characteristics and effect size of intervention studies applied to cancer-related fatigue in Korea. Methods: For meta-analysis, a total of 963 studies were retrieved from search engines. And 19 studies with a total of 721 participants published from 1990 to 2010 were selected upon their satisfaction with the inclusion criteria. Two authors independently extracted data from the selected studies and assessed the methodological quality. The data was analyzed by the RevMan 5.0 program of Cochrane library. Results: Intervention studies included 4 studies on foot-reflexo-massage (21.1%), comprehensive program (21.1%), and exercise (21.1%), respectively, 3 for hand-reflexo-massage (15.8%), and 4 for others. The effect size of the intervention studies shown higher effect size in order of exercise (d=-1.80), and foot & hand-reflexo-massage (d=-0.55). Conclusion: This study suggest that exercise can reduce the intensity of cancer-related fatigue, even though the number of intervention studies and randomized controlled trials were very few. There is limited evidence that reflexo-massage is effective in reducing cancer-related fatigue.

Effects of Breastfeeding Interventions on Breastfeeding Rates at 1, 3 and 6 Months Postpartum: A Systematic Review and Meta-Analysis (모유수유중재의 산후 1, 3, 6개월 모유수유율에 대한 효과: 체계적 문헌고찰 및 메타분석)

  • Park, Seol Hui;Ryu, Seang
    • Journal of Korean Academy of Nursing
    • /
    • v.47 no.6
    • /
    • pp.713-730
    • /
    • 2017
  • Purpose: This study was a systematic review and meta-analysis designed to evaluate the effects of breastfeeding intervention on breastfeeding rates. Methods: Based on the guidelines of the Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA), a systematic search was conducted using eight core electronic databases and other sources including gray literature from January 9 to 19, 2017. Two reviewers independently select the studies and assessed methodological risk of bias of studies using the Cochrane criteria. The topics of breastfeeding interventions were analyzed using descriptive analysis and the effects of intervention were meta-analyzed using the Review Manager 5.2 software. Results: A total of 16 studies were included in the review and 15 were included for meta-analysis. The most frequently used intervention topics were the importance of good latch-on and frequency of feeding and determining adequate intake followed. The pooled total effect of breastfeeding intervention was 1.08 (95% CI 1.03~1.13). In the subgroup analysis, neither pre-nor post-childbirth intervention was effective on the breastfeeding rates at 1, 3, and 6 months, and neither group nor individual interventions had an effect. Only the 1 month breastfeeding rate was found to be affected by the individual intervention with the persistent strategies 1.21 (95% CI 1.04~1.40). Conclusion: Effective breastfeeding interventions are needed to help the mother to start breastfeeding after childbirth and continue for at least six months. It should be programmed such that individuals can acquire information and specific breastfeeding skills. After returning home, there should be continuous support strategies for breastfeeding as well as managing various difficulties related to childcare.

Meta-Analysis of Spiritual Intervention Studies on Biological, Psychological, and Spiritual Outcomes (영적중재의 신체적, 심리적, 영적 효과크기에 대한 메타분석)

  • Oh, Pok-Ja;Kim, Young-Hyun
    • Journal of Korean Academy of Nursing
    • /
    • v.42 no.6
    • /
    • pp.833-842
    • /
    • 2012
  • Purpose: The purpose of this study was to evaluate the effectiveness of spiritual intervention studies by examining biological, psychological, and spiritual outcomes. Methods: From electronic databases 2522 studies were retrieved, of which 21 studies met the inclusion criteria. These studies had 1411 participants. Two authors independently extracted data from the selected studies and assessed the methodological quality. The data were analyzed using the RevMan 5.1 program of the Cochrane library. Results: Overall effect size of spiritual intervention on spiritual and psychological (depression and anxiety) outcomes were moderate (d= -0.65 to d= -0.76, p<.001). The effects on biological outcomes (pain and functional status) ranged from -0.51 to -0.39, respectively. No publication bias was detected as evaluated by a funnel plot. Spiritual intervention had a moderate effect on psychological and spiritual outcomes and a smaller effect on biological outcomes. Conclusion: The results of this study suggest that spiritual intervention can relieve depression and anxiety. Further randomized controlled trials studies are needed to evaluate the effects of spiritual intervention on biological outcomes.

The Analysis of the Effects of Intervetion Program of Sensory Stimulation for Comatous Patients on Their Consciousness Status (무의식 환자를 위한 감각자극 중재 프로그램이 환자의 의식상태에 미치는 효과 분석)

  • 오현수
    • Journal of Korean Academy of Nursing
    • /
    • v.31 no.5
    • /
    • pp.885-896
    • /
    • 2001
  • This study was to examine the rate of recovery from the consciousness impairment from two sessions of comprehensive consciousness stimulation program. Which was developed for this study, was higher than the one which was obtained naturally with only conventional care. Method: The subjects were selected among the patients who were admitted in the Intensive Care Unit or in the Sub-Intensive Care Unit in one of the university hospital, located in Inchon. For the treatment of the deterioration of his/her consciousness level resulting from neurological causes. Results: The effect of the first intervention on consciousness state began to appear two weeks the intervention initiation and to disappear two weeks after the end of the intervention. The significant effect of the second session of the consciousness stimulation program also began to appear two weeks the second intervention initiation and persisted until 4 months after intervention was terminated. Conclusion: It appeared that the first intervention effect had gradual onset and gradual decay, while the second intervention effect had gradual onset and permanent duration.

  • PDF

A Review of Research on Self Efficacy Theory Applied to Health Related Behavior (자기효능 이론이 적용된 건강행위 관련 연구의 분석)

  • 구미옥;유재순;권인각;김혜원;이은옥
    • Journal of Korean Academy of Nursing
    • /
    • v.24 no.2
    • /
    • pp.278-302
    • /
    • 1994
  • This article reviewed and analyzed 39 studies on self efficacy theory applied to health related behavior. The following analysis was done : 1) study subjects 2) measurement tools 3) analysis according to the type of research design(intervention re-search, explanatory research). Some findings are summarized as follows : The study subjects were both healthy people in various developmental stages and patients with various illnesses. The health related behaviors examined in the studies were also various including exercise, smoking cessation, self care behaviors, etc. The measurement of self efficacy was done with specific tools in most studies. In the tools, activities that measured the health behavior domain were listed according to increasing difficulty or contexual arrangement or in combination of both of them The analysis of 17 intervention research studies showed that generally the intervention program increased the self efficacy level of subjects and then the increased strongly self efficacy influenced behavioral changes. Most studies used more than one intervention method for increasing the self efficacy level. these were derived from sources of self efficacy suggested by Bandura. The analysis of 21 explanatory research studies showed that self efficacy strongly influenced behavior change and persistence. The major independent variable to affect the self efficacy was performance accomplishment in the past. Self efficacy explained more of the variance in health related behavior when it was applied with the variables in the health belief model, health promotion model, and reasoned action theory. On the basis of the above findings, the following suggestions are made : 1. For a desirable research design, self efficacy should be the intervening variable. That is, desirable designs would include intervention-self efficacy-behavior in intervention research studies and antecedent-self efficacy-behavior in explanatory research studies. 2. More prospective, longitudinal studies are needed to test the effect of self efficacy on persistence in health related behavior. 3. Studies comparing the effects of intervention methods are needed for each health related behavior, subject group, and context. 4. It is necessary to develop a reliable, valid measurement tool for self efficacy for each health related behavior. 5. Studies to differenciate the effect of self efficacy from that of outcome expectation on the health related behavior are necessary. 6. The antecedents of self efficacy should be investigated further.

  • PDF

The Effect of Psychological Intervention for Pain Reduction in Osteoarthritis Patients : A Meta-analysis (골관절염 환자의 통증 감소를 위한 심리적 중재의 효과 : 메타분석)

  • Lee, Chun-Hee
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.20 no.5
    • /
    • pp.109-117
    • /
    • 2019
  • This study was conducted to provide for the development of psychological interventions through meta-analysis of the effects of psychological intervention for pain reduction in patients with osteoarthritis. R version 3.5.1 program was used to identify the effectiveness of psychological mediating by December 30, 2018, while the Korean and foreign literature published by PubMed, EMBASE, Ovid-MEDLINE, CINAHL, and Korean databases were searched. As a result, 12 studies with a total of 1,847 participants were analyzed in a total of 1,822 literature. The results showed that the overall effect size of psychological intervention for pain reduction in osteoarthritis patients was small effect -0.31(95% CI: -0.50, -0.11, p<.001). In the moderator analysis, the effect size showed a significant difference depending on the intervention type, intervention duration and the intervention provider. The funnel plot analysis was used to analyze the publication bias, and it was visually asymmetric but not asymmetric after the egger's regression test (bias = -3.24, p = .077). The results of this study suggest a standard of efficacy for psychological interventions to improve pain symptoms, which is a major symptom of osteoarthritis, although the number of studies included in the meta-analysis is low and has provided a clinical basis during intervention and intervention providers.