About | Research | Courses | Publication | R在行為科學之應用|給論文寫作者的統計指南:傻瓜也會跑統計

 

鄭中平(Chung-Ping Cheng)

Address: 1 University Road, Tainan City, Taiwan, ROC

Phone: +886-6-275-7575#56514

E-mail: cpcheng@mail.ncku.edu.tw

 

Education

1991 B.Sc. in Psychology, National Taiwan University

2003 Ph.D. in Psychology, National Taiwan University

 

Academic Appointments

2003- 2005 Assistant Professor, Department of Psychology, Kaohsiung Medical University

2005- 2009 Assistant Professor, Department of Psychology, National Chengchi University

2009- 2010 Associate Professor, Department of Psychology, National Chung Cheng University

2010- Present Associate Professor, Department of Psychology, National Cheng Kung University

 

Research Interests

Structural Equation Modeling

Quantitative Models in Psychology

Missing Data Treatment

 

Courses

Statistics for Psychology

Advanced Statistics

Structural Equation Modeling

Psychological Testing

 

Publication

 

A. Methodology & Quantitative models

 

A1) Thesis & Books:

1.      鄭中平2003)。非隨機遺漏之結構方程模型估計—潛在變項選擇模型與組型混合模型。國立台灣大學未出版之博士論文。

2.      鄭中平與許清芳(2015)。R在行為科學之應用。台北:雙葉出版社。

3.      顏志龍與鄭中平2016)。給論文寫作者的統計指南:傻瓜也會跑統計。台北:五南出版社。

 

A2) Referred papers:

1.翁儷禎*與鄭中平(1996)結構方程模型增益性適合度指標與估計方法之關係。調查研究, 2, 89-109.

2. Weng*, L.-J. & Cheng, C.-P. (1997). Why might relative fit indices differ between estimators?  Structural Equation Modeling, 4, 121-128.

3. Weng*, L.-J. & Cheng, C.-P. (2000). Effect of response order on Likert-type scales. Educational and Psychological measurement, 60, 908-924.

4.劉世南*鄭中平(2002)。決策加權函數的形式及心理解釋,中華心理學刊,4457-73 (On the shape and psychological interpretation of decision weight function.)

5.鄭中平與翁儷禎*2002)。潛在變項選擇模型下結構方程模型之最大概似估計調查研究,125-27.(Maximum likelihood estimation of structural equation models with latent variable selection model)

6.鄭中平與翁儷禎*2003)。遺漏值處理法與模型設定對適合度指標之影響中華心理學刊,45345-360 (Effects of missing data treatments and model specification on Fit indices in structural equation modeling)

7.鄭中平與翁儷禎*2004)。潛在變項組型混合模型之結構方程模型估計:隨機EM算則中華心理學刊,46283-292 (Estimation of structural equation models with latent variable pattern mixture model via stochastic EM Algorithm)

8. Weng*, L.-J. & Cheng, C.-P. (2005). Parallel analysis with unidimensional binary data. Educational and Psychological measurement, 65, 697-716.

9.鄭中平與翁儷禎*2005)。輔助變項對全訊息最大概似法表現之影響:非隨機遺漏情形之結構方程模型調查研究,1511-33(Effects of adding auxiliary variables to FIML in structural equation models when data are not missing at random)

10.陳淑萍、余麗樺與鄭中平*2008)。分析方法與交乘項策略組合對潛在交互作用與二次效果估計之評估中華心理學刊,50, 447-472 (Evaluation of analysis methods and product strategies on estimation of latent interaction and quadratic effects)

11.Cheng. C.-P.*, Sheu, C.-F., & Yen, N.-S. (2009). A mixed-effects Expectancy-Valence model for the Iowa gambling task. Behavior Research Methods, 41, 657-663.

12.鄭中平*2010)。組合性潛在構的使用高雄行為科學期刊, 2, 45-60

13.陳淑萍與鄭中平*2011)。潛在調節徑路模型的模型設定。教育研究與發展, 7(4), 1-24.

14.翁儷禎、黃怡蓉與鄭中平*(已接受)。2008年台灣心理學門學術期刊評比研究。中華心理學刊。

15.Chen, S.-P., & Cheng, C.-P.* (2014). Model specification for latent interactive and quadratic effects in matrix form. Structural Equation Modeling, 21, 94-101. (SSCI)

16.鄭中平*(2015)。結構方程模型徑路係數的檢定力分析。人力資源管理學報,15(3),75-96。(TSSCI

17.陳淑萍與鄭中平*2016)。潛在三階非線性效果的模型設定:限制式方法。組織與管理,9(1)125-156。(TSSCI

 

A3) Projects

2004潛在變項遺漏機制下結構方程模型之估計(Estimation of Structural Equation Models when Latent Variables Affecting Data Missingness, 國科會計畫編號 NSC 93-2413-H-037-007,主持人)

2005非隨機遺漏下輔助變項對結構方程模型全訊息最大概似法之影響(Impacts of Adding Auxiliary Variables to FIML in Structural Equation Models under NMAR, 國科會計畫編號 NSC 94-2413-H-037-005,主持人)

2006-2007模型設定與測量誤差對組合性潛在構念之效度的影響 (Effects of model specifications and measurement errors on the validity of composite latent construct, 國科會計畫編號 95-2413-H-004-022-MY2,主持人)

2008 以期望理論分析愛荷華賭博作業之檢定力 (On the Power of Expectancy-Valence Model Based Analysis of Iowa Gambling Task, 國科會計畫編號 NSC ,主持人)

2009 決策學習模型的通用架構:尺度不變性與參數估計(A general framework for decision-learning models: Dimensional invariance and parameter estimation, 國科會計畫編號 NSC,主持人)

2010 以導來測量理解認知模擬(Cognitive modeling as derived measurement, 國科會計畫編號NSC 99-2410-H-006 -130

2012以動態因素分析法分析靜息態近紅外線光譜資料(Analyzing resting state NIRS data with dynamic factor analysis, 國科會計畫編號NSC 101-2410-H-006 -047

2013論結構方程模型的轉換等價(On transformational equivalence in structural equation modeling,國科會計畫編號NSC 102-2410-H-006 -014

 

 

A4) Conferences

1.翁儷禎與鄭中平1995)。李克式量尺選項順序對問卷結果的影響。「華人心理學家學術研討會」暨第三屆「中國人的心理與行為科技討論會」。台北。

2.翁儷禎與鄭中平1996)。增益性適合度指標與估計方法。第一屆調查研究方法與應用研討會。台北。

3.鄭中平與翁儷禎(2001)。結構方程模型遺漏值分析法與適合度指標之關係 。第五屆華人社會心理與教育測驗學術研討會。台北。

4.鄭中平與翁儷禎(2002)。潛在變項選擇模型下結構方程模型之最大概似估計。第四屆調查研究方法與應用研討會。台北。

5.鄭中平與翁儷禎(2002)。結構方程模型之遺漏值處理—潛在變項組型混合模型。「華人心理學家學術研討會」暨第六屆「中國人的心理與行為科技討論會」。台北。

6.鄭中平與翁儷禎(2004, 九月)。輔助變項對全訊息最大概似法表現之影響:非隨機遺漏情形之結構方程模型。第五屆調查研究方法與應用研討會。台北。

7.鄭中平與翁儷禎(2004, 九月)。結構方程模型參數非線性函數之比較。第一屆統計方法學學術研討會。嘉義。

8.鄭中平、翁儷禎與顏志龍(2006, 九月)。組成性潛在構念為內生變項時之模型設定。第六屆調查研究方法與應用研討會。台北。

9.Cheng, C. P. (2007, December). Estimation of Parameters of the Mixed Effect Expectancy-Valence Model. Paper presented at 13th Australasian Mathematical Psychology Conference 2007. Canberra, Australia.

10. Cheng, C.-P., & Sheu, C.-F. (2008, September). Learning Models and the Iowa Gambling Task. Paper presented at the 39th Meeting of the European Mathematical Psychology Group. Graz, Austria.

11. Cheng, C.-P., & Sheu, C.-F., & Yen, N.-S. (2008, November). On Estimating Parameters of a Mixed-Effects Expectancy-Valence Model for the Iowa Gambling Task. Paper presented at the 38th Annual Meeting of the Society for Computers in Psychology. Chicago.

12. Sheu, C.-F., & Cheng, C.-P. (2009, February). A general framework for models of the Iowa gambling task. Paper presented at 14th Australasian Mathematical Psychology Conference 2009. Newcastle, Australia.

13.Yen, N.-S., Lin, H.-Y., & Cheng, C.-P. (2009, July). Decision Making and Modeling: A Computational Model in Different Iowa Gambling Task. Paper presented at 15th International Conference on Computing in Economics and Finance. Sydney, Australia.

14. Cheng, C.-P. & Sheu, C.-F. (2009, July). Fitting Models for the Iowa Gambling Task with R. Paper presented at useR 2009. Rennes, France.

15. Cheng, C.-P. & Sheu, C.-F. (2009, August). Scale invariance and models for the Iowa gambling task. Paper presented at the 40th Meeting of the European Mathematical Psychology Group. Amsterdam.

16. Cheng, C.-P., & Sheu, C.-F. (2009, November). A Random Effects Analysis of Learning Rules in Cognitive Models. Paper presented at the 39th Annual Meeting of the Society for Computers in Psychology. Boston

 

B. Applications

 

B1) Referred Papers

1.鄭中平、馮國維與張文耀2001)。海軍「國軍身心狀況評量表」精進研究發展計畫結案報告(上),海軍學術月刊,36(5)76-83

2.鄭中平、馮國維與張文耀2001)。海軍「國軍身心狀況評量表」精進研究發展計畫結案報告(下),海軍學術月刊,36(6)81-88

3.劉世南*、黃榮村與鄭中平(2003)決策不確定效應分流機制之模型建立。中華心理學刊,45183-205。(TSSCI)。(Modeling stream lining of ambiguity effect in decisional process)

4. Yen, C.-F.,  Hsu, C.-C., Liou, S.-C., Huang, C.-F., Ko, C.-H., Yen, J.-Y., & Cheng, C.-P.* (2006). Relationships among mental health status, social context, and demographic characteristics in Taiwanese aboriginal adolescents: A structural equation model. Psychiatry and Clinical Neurosciences, 60, 575-583. SCI

5. 劉世南*鄭中平 (2006). 決策不確定之因應策略類型與選擇。中華心理學刊,48219-234。(TSSCI)。(Typology and choice of strategies for coping with decisional uncertainty)

6. Fu, A.-T., Ko*, H.-C., Wu, J, Y.-W., Chermg, B.-L., & Cheng, C.-P. (2007). Impulsivity and Expectancy in Risk for Alcohol UseComparing male and female college students in Taiwan. Addictive Behaviors, 32, 1887-1896.SSCI

7. Yen, C.-F., Hsu, S.-Y., & Cheng, C.P.* (2007). Polysubstance use and its correlates in adolescent ecstasy users in Taiwan. Addictive Behaviors,32, 2286-2291. SSCI

8. Chang, C.-H., Ko*, H.-C., Wu, Y.-W. & Cheng, C.-P. (2007). Social cognitive determinants of betel nut chewing among college students in southern Taiwan: a revised attitudes–social influence–efficacy model.  Addictive Behaviors, 32, 2345-2350.SSCI

9. Yen, C.-F., Cheng, C.-P., Tsai, J.-L., & Hsu*, S.-Y. (2007). Family, peer and individual factors related to ecstasy use in Taiwanese adolescents. Psychiatry and Clinical Neurosciences, 61, 552-557.SCI

10. Wang*, R.-S., Wang, S.-H., & Cheng, C.-P., Hsu, H.-Y., & Lin, S.-Y. (2007). Testing a model of contraceptive behavior among sexually active female adolescents in Taiwan.  Research in Nursing & Health, 30, 628-640. (SSCI)

11. Wang*, R.-S., Cheng, C.-P., & Chou, F.-H. (2008). A causal model of contraceptive intention and its gender comparison among Taiwanese sexually inexperienced adolescents. Journal of Clinical Nursing, 17, 930-939. (SSCI)

12. 許功餘*鄭中平、董定儀、洪國洲、鍾苡文與徐達儒 (2008)華人性格特質七因素模式的結構不變性之檢驗。本土心理學刊,29239-298。(TSSCI)。(Structural invariance of a seven-factor model of Chinese personality traits: Exploratory and confirmatory tests)

13. Yen, C.-F., Cheng, C.-P., Ko, C.-H., Yen, J.-Y., Hwang, C.-F., & Chen*, C.-S. (2008) Suicidality and its association with insight and neurocognition in Taiwanese patients with bipolar I disorder in remission. Journal of Nervous and Mental Disease, 196, 462-467. (SCI, SSCI)

14. Yen, C.-F., Cheng, C.-P., Ko, C.-H., Yen, J.-Y., Hwang, C.-F., & Chen, C.-S.* (2008). Relationship between Insight and Neurocognition in Patients with Bipolar I Disorder in Remission. Comprehensive Psychiatry, 49, 335-339. (SSCI)

15. Yen, C.-F., Cheng, C.-P., Hwang, C.-F., Yen, J.-Y., Ko, C.-H. & Chen*, C.-S. (2008). Quality of Life and Its Association with Insight, Adverse Effects of Medication and Use of Atypical Antipsychotics in Patients with Bipolar Disorder and Schizophrenia in Remission. Bipolar Disorders, 10, 617-624. (SCI)

16. Yeh, Y.-C., Ko*, H.-C., Wu, Y.-W., & Cheng, C.-P. (2008). Gender differences in relationships of actual and virtual social support to Internet addiction mediated through depressive symptoms among college students in Taiwan. CyberPsychology & Behavior, 11, 485-487. (SSCI)

17.Yen, C.-F., Ko, C.-H., Yen, J.-Y., & Cheng, C.-P.* (2008). The Multi-Dimensional Correlates Associated with Short Nocturnal Sleep Duration and Subjective Insomnia in Taiwanese Adolescents. Sleep, 31, 1515-1525. (SCI)

18. Yen, C.-F., Chen, C.-C., Cheng, C.-P., Yen, C.-N., Lin, H.-C., Ko, C.-H., Yen, J.-Y., & Chen*, C.-S. (2008). Comparisons of Insight in Schizophrenia, Bipolar I Disorder, and Depressive Disorders with and without Comorbid Alcohol Use Disorder. Psychiatry and Clinical Neurosciences,62, 685-690.SCI

19. Lin, C.-T., Cheng, C.-P., & Chou*, H.-F. (2008).Development of a Chinese Short Form of the Prenatal Self-Evaluation Questionnaire. Journal of Clinical Nursing, 18, 659-666. (SSCI)

20. Wang*, R.-S., Cheng, C.-P., & Chou, F.-H. (2008). Predictors of sexual abstinence behavior in Taiwanese adolescents: A longitudinal application of the transtheoretical model. Journal of Clinical Nursing, 18, 1010-1017. (SSCI)

21.Yen, C.-F., Cheng, C.-P., Hwang, C.-F., Ko, C.-H., Yen, J.-Y., Chang, Y. P., & Chen*, C.-S. (2009). Relationship between psychosocial adjustment and executive function in patients with bipolar disorder and schizophrenia in remission: The mediating and moderating effect of insight. Bipolar Disorders, 11, 190-197.. (SCI)

22.Yen, C.-F., Ko, C.-H., Yen, J.-Y., Chang, Y. P., & Cheng*, C.-P. (2009). Multi-dimensional discriminative factors for internet addiction among adolescents regarding gender and age. Psychiatry and Clinical Neurosciences, 63, 357-364.SCI

23.Yen, C.-F., Cheng, C.-P., Wang, S.-Y., Ko, N.-Y. & Hsu, S.-T.* (2009). Multi-Dimensional Discriminative Factors for Unprotected Sex among Adolescents in Southern Taiwan. The Kaohsiung Journal of Medical Sciences, 25, 193-202. (SCI)

24. Huang*, C.-L., Cheng, C.-P., Lin, H.-H., & Lu, C.-C. (2009). Psychometric testing of the Chinese version of the hooked on nicotine checklist in adolescents. Journal of Adolescent Health, 45, 281-185.SCI, SSCI

25. 林詩淳、楊建銘*、許世杰、鄭中平2009)。睡眠衛生行為量表之信效度探討。臨床心理學刊, 4, 105-115

26.Yang, C.-M.*, Lin, S.-C., Hsu, S.-C., & Cheng, C.-P. (2010). Maladaptive sleep hygiene practices in good sleepers and patients with insomnia. Journal of Health Psychology, 15,147-155. (SSCI)

27. Yang, Y.-Y., Yen, J.-Y., Ko. C.-H., Cheng, C.-P., & Yen, C.-F. (2010). The association between problematic cellular phone use and risky behaviors and low self-esteem among Taiwanese adolescents. BMC Public Health, 10, 217-224. (SCI)

28. Wang*, R.-S., Hsu, H.-Y., Lin, S.-Y., Cheng, C.-P., & Lee, S.-L. (2010). Risk behaviours among early adolescents: risk and protective factors. Journal of Advanced Nursing, 66, 313-323. (SSCI)

29. Yen, C.-F., Huang, Y.-S., Chang, Y.-P., & Cheng*, C.-P. (2010).Factor structure of the Chinese version of the University of Rhode Island change assessment in Taiwanese adolescents who abuse MDMA or Methamphetamine. The American Journal of Drug and Alcohol Abuse, 36, 114-117. (SSCI)

30. Yen, C.-F., Yang, P., Y.-Y. Wu, F.-C. Hsu, & Cheng*, C.-P. (2010). Factor structure, reliability and validity of the Taiwanese version of the multidimensional anxiety scale for children. Child Psychiatry & Human Development, 41, 342-352. (SSCI)

31. Lei, R.-L., Wang, S.-L., Cheng, C.-P., Chen, P. K.-T., Chin*, C.-C. (2010). Psychometric evaluation of the stress scale for parents with cleft lip and/or palate Children—A preliminary study. The Cleft Palate-Craniofacial Journal, 47, 482-490. (SCI)

32. Tang, T.-C., Yen, C.-F.*, Cheng, C.-P., Yang, P., Chen, C.-S., Yang, R.-C., Huang, M.-S., Jong, Y.-J., Yu, H.-S. (2010).Suicide risk and its correlate in adolescents who experienced typhoon-induced mudslides: A structural equation model. Depression and anxiety, 27, 1143-1148. (SSCI)

33.Yen*, C. L., & Cheng, C.-P. (2010). Terror management among Taiwanese: Worldview defense or resigning to fate? Asian Journal of Social Psychology, 13, 185-194. (SSCI)

34.Yen, C.-F., Ko, C.-H., Yen, J.-Y., Tang, T.-Z., Chang, Y.-P.,& Cheng*, C.-P. (2010). Internalizing and externalizing problems in adolescent aggression perpetrators, victims, and perpetrator-victims. Comprehensive Psychiatry, 51, 42-48. (SSCI)

35. Yen, C.-F., Tang, T.-C., Yang, P., Chen, C.-S., Cheng, C.-P.*, Yang, R.-C., Huang, M.-S., Jong, Y.-J., Yu, H.-S. (2011). A multidimensional anxiety assessment of adolescents after typhoon Morakot-associated mudslides. Journal of Anxiety Disorders, 25, 106-111.SSCI

36. Chen, M.-F., Wang, R.-H.*, Cheng, C.-P., Chun, C.-C., Stocker, J., Tang, S.-M., &  Chen, S.-W. (2011). Development and psychometric testing of the Chinese version of the diabetes empowerment process scale. Journal of Advanced Nursing, 67, 204-214. (SSCI)

37. Chen, C.-S., Cheng, C.-P., Yen*, C.-F., Tang, T.-C., Yang, P, Yang, R.-C., Huang, M.-S., Jong, Y.-J., Yu, H.-S. (2011). Validation of the Impact of Event Scale-Revised for Adolescents Experiencing the Floods and Mudslides. The Kaohsiung Journal of Medical Sciences, 27, 560-565. (SCI)

38.Cheng. C.-P., Yen, C.-F.*, Ko, C.-H., & Yen, J.-Y. (2012). Factor Structure of the Center for Epidemiologic Studies Depression Scale in Taiwanese Adolescents. Comprehensive Psychiatry, 53, 299-307. (SSCI)

39.Yen*, C.-F., Kim, Y. S., Tang, T.-C., Wu, Y.-Y., & Cheng, C.-P.* (accepted). Factor Structure, Reliability, and Validity of the Chinese Version of the School Bullying Experience Questionnaire. The Kaohsiung Journal of Medical Sciences. (SCI)

40.Yen*, C. L., & Cheng, C.-P. (accepted). Researcher effects on mortality salience research: A meta-analytic moderator analysis. Death Studies. (SSCI)

 

 

B2) Projects

2003-2005非語文注意力與記憶力測驗之修訂與應用工作計畫(教育部計畫編號920084707,共同主持人)

2005-2006 幼兒期 ADHD 行為表現型態的互動模式(國科會計畫編號 NSC 94-2413-H-037-011,共同主持人)

2006-2007整合性吸菸依賴量表發展與檢測:二年期(國科會計畫編號 NSC,共同主持人)

 

B3) Conferences

1.劉世南、鄭中平與許友耕(2002)。決策不確定之因應策略類型與選擇2002中華決策科學學會年會暨論文研討會。

2. Liou, S. & Cheng, C. P.2002.Modeling and Application of Decision Making under ambiguity. Asia Pacific Industrial Engineering and Management Systems (APIEMS 2002) conference, Taipei.

3.王議賢、鍾昆原與鄭中平2004,十一月)。情感性與工具性交換在關係衝突中對人際關係、信任 與合作滿意度的影響。第七屆「中國人的心理與行為科技討論會」。台北。

4. Chumg, S.-F., Ahrens, K., Cheng, C.-P., Huang, C. R., & Simon, P. To Appear. “Computing Thresholds of Linguistic Saliency.”  In the Proceedings of the 21st Pacific Asia Conference on Language, Information and Computation (PACLIC). November 1-3, Seoul, Korea. pp. 126-135.