• Title/Summary/Keyword: Repeated measures ANOVA

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Analysis of latent growth model using repeated measures ANOVA in the data from KYPS (청소년패널자료 분석에서의 반복측정분산분석을 활용한 잠재성장모형)

  • Lee, Hwa-Jung;Kang, Suk-Bok
    • Journal of the Korean Data and Information Science Society
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    • v.24 no.6
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    • pp.1409-1419
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    • 2013
  • We analyzed the data from KYPS using the latent growth model which has been widely studied as an analysis method of longitudinal data. In this study, we applied repeated measures ANOVA to unconditional model in order for faster decision of the unconditional model of the latent growth model. Also, we compared the six-type models, the quadratic model and the model of which repeated measures ANOVA is applied.

Investigation of the Study Plan and Statistical Method of Functional Cosmetics on Human Skin (기능성 화장품의 인체시험 설계 및 통계적용 방법에 대한 고찰)

  • Seo, Young Kyoung;Koh, Jae Sook;Lee, Won Chul
    • Journal of the Society of Cosmetic Scientists of Korea
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    • v.39 no.2
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    • pp.105-115
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    • 2013
  • In Korea, the human skin tests to evaluate the anti-wrinkles and whitening effect have been accomplished in accordance with the KFDA guideline. Regarding the data of the visual assessment and machinery evaluation of the results for the human skin test, unpaired t-test have been used in order to compare between the test and the control groups and paired t-test for the comparison of effects for before and after. Descriptive statistics such as frequency analyses was used for the questionnaire evaluation data. In many cases of the European and American clinical test centers, the methodology and the statistical analysis were similar to ours. But, the documentation obtained by repeated application from identical individual has high relation. For this reason, it is desirable to apply RM ANCOVA and RM ANOVA to a visual assessment and machinery evaluation. We suggested that RM ANCOVA and RM ANOVA is the new approach to statistical analysis of human test data of functional cosmetics.

Effects of Meridian Acupressure on Constipation in the Institutionalized Elderly (경혈지압이 시설노인의 변비완화에 미치는 효과)

  • Kim, Mi Young;Kang, Eun Hee;Byun, Eun Kyung
    • The Korean Journal of Rehabilitation Nursing
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    • v.17 no.1
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    • pp.48-55
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    • 2014
  • Purpose: In this study, we attempted to provide an evidence for the effects of meridian acupressure on relieving and preventing constipation in the institutionalized elderly. Methods: The research design was a non-equivalent control group, non-synchronized design. The subjects consisted of 31 institutionalized elderly (experimental group: 16, control group: 15). The experimental group was given meridian acupressure for 10 minutes daily for 2 weeks. The data was analyzed by the ${\chi}^2$-test, Fisher's exact test, t-test and repeated measures ANOVA. Results: The number of bowel movements per week of the experimental and control group performed meridian acupressure verified by repeated-measures analysis of variance revealed that interaction existed between the meridian acupressure availability and the measurement point (F=98.183, p<.001). Repeated measures analysis of variance to compare the changes in Bristol stool form scale scores of the experimental and control group performed meridian acupressure revealed that interaction existed between the meridian acupressure availability and the measurement point (F=48.896, p<.001). Conclusion: The results of this study show the meridian acupressure is a useful nursing intervention on constipation in the institutionalized elderly.

Practical statistics in pain research

  • Kim, Tae Kyun
    • The Korean Journal of Pain
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    • v.30 no.4
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    • pp.243-249
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    • 2017
  • Pain is subjective, while statistics related to pain research are objective. This review was written to help researchers involved in pain research make statistical decisions. The main issues are related with the level of scales that are often used in pain research, the choice of statistical methods between parametric or nonparametric statistics, and problems which arise from repeated measurements. In the field of pain research, parametric statistics used to be applied in an erroneous way. This is closely related with the scales of data and repeated measurements. The level of scales includes nominal, ordinal, interval, and ratio scales. The level of scales affects the choice of statistics between parametric or non-parametric methods. In the field of pain research, the most frequently used pain assessment scale is the ordinal scale, which would include the visual analogue scale (VAS). There used to be another view, however, which considered the VAS to be an interval or ratio scale, so that the usage of parametric statistics would be accepted practically in some cases. Repeated measurements of the same subjects always complicates statistics. It means that measurements inevitably have correlations between each other, and would preclude the application of one-way ANOVA in which independence between the measurements is necessary. Repeated measures of ANOVA (RMANOVA), however, would permit the comparison between the correlated measurements as long as the condition of sphericity assumption is satisfied. Conclusively, parametric statistical methods should be used only when the assumptions of parametric statistics, such as normality and sphericity, are established.

Circadian Rhythms of Plasma MHPG and HVA Concentrations in Healthy Young Adults (혈장(血漿) MHPG와 HVA 농도(濃度)의 24시간(時間) 주기성(週期性) 변화(變化)에 관한 연구(硏究))

  • Kim, Ki-Woong;Lee, Jung Hie;Woo, Jong Inn
    • Korean Journal of Biological Psychiatry
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    • v.2 no.2
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    • pp.266-274
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    • 1995
  • We invesigated whether the circadian rhythms of plasma MHPG and HVA concentrations exist in 11 healthy young adults, and analyzed the patterns of their circadian rhythms. The results were as follows : 1) The change in the mean plasma MHPG concentrations analyzed by repeated measures ANOVA was not statistically significant. Five subjects showed significant circadian rhythms of plasma MHPG concentrations of each individual, and 4 of those had the acrophases between 17PM and 24PM. 2) The change in the mean plasma HVA concentrations analyzed by repeated measures ANOVA was not statistically significant. Six subjects showed significant circadian rhythms of plasma HVA concentrations of each individual, and 4 of those had the acrophases between 21PM and 6AM. In conclusion, the circadian rhythm pattern of plasma HVA concentrations in our result is consistent with the previous study. It was suggested that plasma MHPG and HVA concentrations should be measured more frequently, and the physical activities of subjects be controlled more strictly for the following study.

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Effects of Transcutaneous Electrical Nerve Stimulation on Delayed Onset Muscle Soreness (지연성 근육통(delayed onset muscle soreness)에 대한 경피선경자극(transcutaneous electrical nerve stimulation)의 효과)

  • Nam, Ki-Seok;Lee, Yun-Ju;Kim, Jong-Man
    • Physical Therapy Korea
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    • v.4 no.3
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    • pp.70-83
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    • 1997
  • The purpose of this study was to determine the effects of transcutaneous electrical nerve stimulation(TENS) on delayed onset muscle soreness(DOMS). Twenty males performed eccentric exercise of the elbow flexor. Subjects were randomly assigned to one of three groups: 1) a group ($n_1$=7) that received low frequency TENS (7 Hz), 2) a group ($n_2$=7) that received high frequency TENS (500 Hz), 3) a control group ($n_3$=6) that received no treatment. DOMS was induced in a standardised fashion in the non-dominant elbow flexor of all subjects by repeated eccentric exercise. Treatments were applied immediately following exercise and again at 24 hours and at 48 hours after. Subjects attended on three consecutive days for treatment and measurement of elbow flexion, extension and resting angle(universal goniometer), and pain(Visual Analogue Scale; VAS) on a daily basis. Measurements were taken after treatment. Analysis of results using repeated measures analysis of variance(ANOVA) and post hoc tests were as follows: 1) there were between groups differences in pain value at 48 hours after (p<0.05), 2) one-way ANOVA with repeated measurement for pain, resting angle, flexion angle and extension angle revealed significant differences within low frequency TENS group, 3) one-way ANOVA with repeated measurement for flexion angle revealed significant difference within high frequency TENS group.

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Use of Hand Massage with Presence to Increase Relaxation in Korean -American Elderly (재미 한국이민노인에게 시행한 손마사지가 이완에 미치는 영향)

  • Cho, Kyung-Sook;Snyder Mariah
    • Journal of Korean Academy of Nursing
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    • v.26 no.3
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    • pp.623-631
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    • 1996
  • 간호사가 사용하는 중재로서 관심을 표현하는 방법이며 의사소통의 통로인 접촉의 한 형태로서의 마사지가 이완과 안녕감을 증진시킬 수 있는지를 알아보기 위해 간편하면서도 장소에 거의 구애를 받지 않는 손마사지를 미국 미네소타주에 살고 있는 22명의 한국 이민노인에게 시행하였다. 자료수집 기간은 1992년 12월부터 1993년 6월까지 약 6개월이 소요되었다. 편의표출방법으로 대상자를 선정한 원시실험연구설계로, 독립 변수로 손마사지를 사용하였고 이완행동, 수축기혈압, 이완기 혈압, 맥박수로 측정한 이완의 정도와 안녕감을 종속변수로 사용하였다. 손마사지는 Snyder등이 개발한 방법으로 한 손에 2분 30초씩 5분이 소요되는데 이틀에 한번씩 6회 실시하였다. 안녕 감을 측정하는 Cantril ladder는 10개의 사다리로 된 도구로 첫번 마사지전, 세번째 마사지후, 그리고 여섯번째 마사지후에 대상자로 하여금 직접 사다리 점수를 매기도록 하였다. Luiselli등이 개발한 이완행동 측정도구로 각 마사지 전후에 대상자의 이완정도를 관찰하였고, 마사지 전후에 혈압과 맥박수를 측정하였다. 자료는 paired t-test와 ANOVA, repeated measures ANOVA로 분석하였다. 연구의 결과는 다음과 같다. 1. 1-6회 동안의 마사지전의 이완점수의 평균값과 1-6회 동안의 마사지후의 이완점수의 평균값을 비교한 결과 마사지후에 이완의 정도가 유의하게 증가하였고 (t=10.70, p=.000), repeated measures ANOVA로 검증한 시간에 따른 효과도 유의한 차이를 보였다. 2. 1-6회 동안의 마사지전의 수축기 혈압의 평균값과 1-6회 동안의 마사지후의 수축기 혈압의 평균값을 비교한 결과 마사지후에 수축기 혈압이 유의하게 저하되었 다(t=6.09, p=.000). 3. 1-6회 동안의 마사지전의 이완기 혈압의 평균값과 1-6회 동안의 마사지후의 이완기 혈압의 평균값을 비교한 결과 유의한 차이를 보이지 않았다(t=.27, p=.793). 4. 1-6회 동안의 마사지전의 맥박수의 평균값과 1-6회 동안의 마사지후의 맥박수의 평균값을 비교한 결과 마사지후의 맥박수가 유의하게 감소하였다. (t=4.45, p=.001). 5. Cantril 안녕감의 점수는 유의한 차이를 보이지 않았다(F=2.42, p=1.01)

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Effects of Medication and Deep Brain Stimulation on the Finger-tapping Speed and Amplitude of Parkinsonian Bradykinesia (파킨슨성 완서증의 손가락 마주치기 속도와 크기에 대한 약물과 뇌심부자극의 효과)

  • Kim, Ji-Won;Kwon, Yu-Ri;Park, Sang-Hoon;Eom, Gwang-Moon;Koh, Seong-Beom;Jang, Ji-Wan;Lee, Hye-Mi
    • Journal of Biomedical Engineering Research
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    • v.33 no.1
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    • pp.47-52
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    • 2012
  • The purpose of this study is to investigate whether medication and deep brain stimulation (DBS) have differential effects on the speed and amplitude of bradykinesia in patients with Parkinson's disease (PD). Five PD patients with implanted DBS electrodes (age: $60.6{\pm}7.4yrs$, H&Y stage: $3.1{\pm}0.2$) participated in this study. FT (finger tapping) movement was measured using a gyrosensor system in four treatment conditions: Med (Medication)-off/DBS-off, Med-off/DBS-on, Med-on/DBS-off and Med-on/DBS-on. Quantitative measures representing average speed and amplitude of FT movement included root-mean-squared (RMS) angular velocity and RMS angle. One-way repeated measures ANOVA showed that RMS angular velocity of Med-on/DBS-on was significantly greater than those of Med-off/DBS-off and Med-off/DBS-on (p < 0.01) whereas RMS angle was not different among conditions (p = 0.06). Two way repeated measures ANOVA showed that only medication improved RMS angular velocity (p < 0.01), whereas both medication and DBS had no significant effect on RMS angle (p > 0.02). Effect size of RMS angular velocity was greater than that of RMS angle in both medication and DBS. This suggests that medication and DBS have differential effects on FT bradykinesia and velocity and amplitude impairments may be associated with different functional aspects in PD.

Effectiveness and Retention of Repeated Simulation-based Basic Life Support Training for Nursing Students (간호학생 대상 시뮬레이션기반 기본소생술 반복교육의 효과와 지속성)

  • Jung, Ji Soo;Hur, Hea Kung
    • Journal of Korean Critical Care Nursing
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    • v.6 no.2
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    • pp.24-36
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    • 2013
  • Propose: This study was to investigate the educational effect and retention of repeated simulation-based basic life support (BLS) training for nursing students. Methods: A comparison group design with pretest and posttest was used. A total of 35 nursing students (18 for the experimental group, 17 for the control group) participated in the study. A repeated simulationbased BLS training program which include a lecture, skills training, and two repeated sessions of simulation practice and debriefing was provided twice for experimental group. Knowledge, self-efficacy, and skill performance of cardiopulmonary resuscitation (CPR) were measured three times: at baseline, week 2, and week 6. Descriptive analysis, repeated measures ANOVA, and t-test were used for data analyses. Results: Knowledge, self-efficacy and skill performance of CPR were not significantly changed by group assignment, by the time, and interaction of group by time. Effectiveness of intervention was not maintained until Week 6. Conclusion: The results suggest that the timing of repeat education, total training time, and students' mastery of CPR performance should be considered when developing simulation-based programs to improve and maintain students' CPR knowledge, self-efficacy, and skill performance.

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