• 제목/요약/키워드: (예측)타당도

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Comparing Construct and Predictive Validities of the Measurement of Children's Approximate Number Acuity Depending on Numerosity Comparison Task Format (수량 비교 과제의 형식에 따른 아동의 수 민감도 측정치의 구성 타당도 및 예측 타당도 비교)

  • Park, Yunji;Cho, Soohyun
    • Korean Journal of Cognitive Science
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    • v.25 no.2
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    • pp.159-187
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    • 2014
  • Approximate number sense(hereafter, ANS) is the ability to compare and operate upon numerosity information. The numerosity comparison task is used to measure ANS. However, there is considerable variance among previous reports of ANS acuity which may be related to different task formats used. Here, we aim to investigate whether the format of the numerosity comparison task influences measurements of ANS acuity. We compared two task formats; 1) an intermixed format presenting two intermixed arrays of black and white dots, and 2) a side-by-side format showing two arrays of dots side by side. The intermixed format likely makes additional demands on general cognitive resources for inhibitory control, selective attention, or visuospatial working memory. The performance on the intermixed format was significantly lower than that of the side-by-side format resulting in an underestimation of ANS acuity compared to the expected trajectory of ANS development. In addition, the ANS acuity measured from only the side-by-side format was correlated with children's mathematical achievement and age. Our results demonstrate that measurement of ANS from the side-by-side format has higher construct and predictive validity compared to that of the intermixed format.

Validity of the Self-report Assessment Forecasting Elderly Driving Risk (SAFE-DR) Applicable to Community Health Convergence (지역사회 보건 융합에 활용 가능한 노인 운전자용 자가-보고식평가(SAFE-DR)의 타당도 연구)

  • Choi, Seong-Youl
    • Journal of Convergence for Information Technology
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    • v.9 no.6
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    • pp.175-182
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    • 2019
  • This study was conducted to test the assessment validity and examine the cut-off scores for driving risk as a part of the Self-report Assessment Forecasting Elderly Driving Risk (SAFE-DR) development project. The 132 senior drivers were categorized as either risky of 58 or safe of 74 drivers through the Drivers 65 Plus. Based on this initial assessment, we analyzed the risk prediction cut-offs. Furthermore, we tested the construct, content, and predictive validity. The cut-off score for the prediction of driving risk was found to be 74.5 points. The positive predictive value was 88.6%, and the negative predictive value was 86.3% about the cut-off score, signifying an excellent level of discrimination. Convergent validity, nomological validity, and content validity were found to be appropriate. Therefore, this study confirms that SAFE-DR is an appropriate assessment that can be used to screen dangerous elderly drivers.

Development and Field Validation of Safety Personality Tests for Safe Behavior and Accident Prediction (안전행동과 사고 예측을 위한 안전 성향 검사의 개발 및 현장 타당도 검증)

  • Lee, Jong-Hyeon;Kim Jimin;Moon, Kwang-Su
    • Proceedings of the Korean Society of Disaster Information Conference
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    • 2023.11a
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    • pp.211-214
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    • 2023
  • 본 연구의 목적은 안전행동과 사고 발생을 예측하고 관리하기 위해 안전성향검사 도구를 개발하고 타당도를 검증하는 것이었다. 안전 심리 분야에서 근로자의 안전 행동에 영향을 미치는 주요 변인으로 안전 리더십과 안전 문화에 대한 연구들이 많이 진행되어 왔다. Lewin에 따르면 Behavior = Person * Environment으로 환경은 물리적 환경(기계, 장비 등)과 심리-사회적(psyco-social) 환경(안전 리더십/문화)으로 구분할 수 있다. 하지만 국내의 경우 근로자 개인 특성이 안전 수행에 미치는 영향에 대한 연구는 부족하였다. 개인 특성 중 일관되게 행동에 영향을 미칠 수 있는 변인이 성격이고, Lee 등(2018)은 개인 성격이 안전/불안전 행동에 영향을 미칠 확률은 35% 이상이며, 불안전 행동으로 한정해 보면 50% 이상이라고 하였다. 그리고 불안전한 행동으로 인한 사고는 비교적 소수의 직원에 의해 발생한다고 하였다(Clarke & Robertson 2008). 따라서 안전/불안전 행동을 예측할 수 있는 성격 특성을 검증하여, 직원 선발이나 재직자 코칭에 활용한다면 산업 재해 예방에 도움이 될 수 있다

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Validity of Ultrasonography in the Diagnosis of Non-alcoholic Fatty Liver Disease in Living Liver Donors (생체 간이식 공여자에서 비알코올성 지방간 질환의 진단에 있어서 초음파검사의 타당도 연구)

  • Kim, Yon-Min;Han, Dong-Kyoon
    • The Journal of the Korea Contents Association
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    • v.11 no.10
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    • pp.342-348
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    • 2011
  • The study aimed to compare the validity between the abdominal ultrasonographic(US) grading system of fatty liver and histologic grading system of fatty liver in living liver donor candidates. As the fatty liver is defined as pathologic total fat >10%, US validity was sensitivity 64.6%, specificity 68%, positive predictive value 76.8%, negative predictive value 54%. As the strict data handling on US grading normal, mild fatty liver are negative, moderate fatty liver is positive, US validity was sensitivity 26.8%, specificity 100%, positive predictive value 100%, negative predictive value 45.5%. ROC curve analysis according to different cut off value of liver-to-kidney brightness ratio was Area under ROC curve=0.859(95% CI=0.795~0.922, state variable= total fat 10%). There were statistically significant difference( p<0.001). Ultrasonography for the fatty diagnosis showed a high validity to predict the result of histology grade of fatty liver.

A Study on the Validity and Utility of Korean-Age and Stage Questionnaire for Children in Community (지역사회 아동의 Korean-Age and Stage Questionnaire 타당도와 효용성 연구)

  • Lee, Seong-A;Hwang, Sang-Hui
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.11 no.9
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    • pp.3390-3397
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    • 2010
  • The purpose of this study was to evaluate the validity and utility of the Korean-Ages and Stages Questionnaires(K-ASQ) as a screening tool for detecting developmental delay of preschool child in community. Informed consents from parents of 229 children were received for the process of the study. The subjects were 229 parents and the children of three to five years old who did not have reported genetic diseases or developmental delays. The result of this study, validity were calculated for the K-ASQ sensitivity 0.41%, specificity 0.76%, hyper-referral 0.14%, hypo-referral 0.21%. Predictive value of delayed development were K-ASQ 0.70% and that of normal development were K-ASQ 0.77%. K-ASQ can be feasibly used in the setting of health clinic and be the highly predictive criteria for delayed development and normal development.

Validity and Reliability of an Instrument for Predictive Nursing Intention for SARS Patient Care (SARS 환자간호 의도예측 도구의 타당도 및 신뢰도 검증 연구)

  • Yoo, Hye Ra;Kwon, Bo Eun;Jang, Yon Soo;Youn, Heun Keung
    • Journal of Korean Academy of Nursing
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    • v.35 no.6
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    • pp.1063-1071
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    • 2005
  • Purpose: This study was done to develop and test validity and reliability of on instrument for predicting nursing intention for SARS patient care. Method: The psychometric properties of a SARS patient care attrition prediction tool, based on the Theory of Planned Behavior, were examined in this study. The Three-phase design involved a) salient beliefs generated from clinical nurses (n=43) b) content validation by expert panel evaluations(n=5) c) face validation by plot testing (n=10) d) and instrument validation in a cross sectional survey (n=299). Psychometric analysis of survey data provided empirical evidence of the construct validity and reliability of the instrument. Result: Principal component analysis verified the hypothesized 6-factor solution, explaining $68.2\%$ of variance, and Alpha coefficients of .7538 to .9389 indicated a high internal consistency of the instrument. Conclusion: The instrument can be used by nurse administrators and researcher to assess clinical nurses' salient beliefs about caring for SARS patients, guide tailored intervention strategies to effective caring, and evaluate the effectiveness of interventions.

Development of a Prediction Model for Advertising Effects of Celebrity Models using Big data Analysis (빅데이터 분석을 통한 유명인 모델의 광고효과 예측 모형 개발)

  • Kim, Yuna;Han, Sangpil
    • Journal of the Korea Convergence Society
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    • v.11 no.8
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    • pp.99-106
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    • 2020
  • The purpose of this study is to find out whether image similarity between celebrities and brands on social network service be a determinant to predict advertising effectiveness. To this end, an advertising effect prediction model for celebrity endorsed advertising was created and its validity was verified through a machine learning method which is a big data analysis technique. Firstly, the celebrity-brand image similarity, which was used as an independent variable, was quantified by the association network theory with social big data, and secondly a multiple regression model which used data representing advertising effects as a dependent variable was repeatedly conducted to generate an advertising effect prediction model. The accuracy of the prediction model was decided by comparing the prediction results with the survey outcomes. As for a result, it was proved that the validity of the predictive modeling of advertising effects was secured since the classification accuracy of 75%, which is a criterion for judging validity, was shown. This study suggested a new methodological alternative and direction for big data-based modeling research through celebrity-brand image similarity structure based on social network theory, and effect prediction modeling by machine learning.

A Validation study of the Korean Version of Material Values Scale (한국판 물질주의척도의 타당화 연구)

  • Ji Hae You;Kyoung Ok Seol
    • Korean Journal of Culture and Social Issue
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    • v.24 no.3
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    • pp.385-410
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    • 2018
  • Materialistic values can be a important variable to understand Koreans' psychological well-being and mental health. This study aimed to validate the Korean version of the Material Values Scale (K-MVS)(Richins & Dawson, 1992). In study 1, we performed confirmatory factor analysis(CFA) to ascertain the three factor model of the original MVS using 417 Korean undergraduate student data(sample 1). The CFA confirmed the three-factor model of the MVS. Yet, three items that yielded low factor loadings in this study as well as in other MVS validation studies were excluded from the final model. In study 2, content, construct, and concurrent validity of the K-MVS were examined with 650 undergraduate student data(Sample 2). We also tested measurement invariance across two groups(i.e., college student group of Sample 2 and employee group of Sample 3). The result revealed that the three-factor model of the K-MVS hold true across the two groups. Lastly test-retest reliability was calculated with 408 female college student data(Sample 4) that filled out K-MVS twice within 6 months. These findings suggest that the K-MVS is a reliable and valid measure for assessing materialistic values in Korea.