Chao-Ying Joanne Peng

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Indiana University
Education
Counseling and Educational Psychology
ProfessorAppointed: 2004
Indiana University Bloomington
Arts and Sciences
Statistics
Adjunct ProfessorAppointed: 2006
Professional Headshot of Chao-Ying Joanne Peng

Mailing Address

Education 4050
201 N. Rose Ave.
School of Education
Bloomington, Indiana 47405-1006
United States

Contact Information

Phone: (812) 856-8337
Fax: (812) 856-8333
peng.cyj@gmail.com

Future Research

In the near future, I will be involved in research projects which examine ways of imputing missing data in longitudinal as well cross-sectional data sets including NAEP (National Assessment of Educational Progress) data. I will also pursue research comparing the performance of various missing data methods.

Funding Received

  • Proffitt Summer Faculty Fellowship: Applications of Two Statistical Methods to Missing Data in NAEP, $10,000, Jun 2003 to Aug 2003.
  • Proffitt Endowment, Indiana University: Comparison of four methods for handiling missing data in educational research, $17,608, 2001 to 2003.
  • International Programs: Contextualizing the meaning of probabilities, $700, 1998 to .
  • Indiana University: Identifying statistical models to analyze dichotomous variables, $8,950, 1996 to 1997.
  • Proffitt Foundation: To do or not to do--What is the answer to the question of binary decisions in educational research?, $10,285, 1995 to 1996.
  • Proffitt Foundation: Context Effect Influencing the Restatement of Numerical Probabilities, $11,000, 1992 to 1993.
  • Research and the University Graudate School, Indiana University: Summer Faculty Writing Fellowship, $5,000, 1992 to 1992.
  • National Science Council, Republic of China: The perceptions of giftedness/talents by parents and teachers of junior high schools in Taiwan, $25,000, 1988 to 1989.
  • Proffitt Foundation: Effects of perceived categories of ability on teachers' expectancies and decisions about individual pupils, $10,000, 1987 to 1988.
  • Proffitt Foundation: Developing a valid methodology for the study of prospective teachers' perceptions of giftedness/talent, $6,000, 1984 to 1985.
  • Spencer Foundation: On reliability estimation of multiple classification in criterion-referenced testing, $7,000, 1983 to 1984.
  • University of Iowa: Empirical exploration of the unidimensional trait in latent trait theory, $8,836, 1980 to 1980.
  • National Institutes of Health (NIH): Hospital obstetrical methods: Labor, delivery and recovery vs. birthing room-A quantitative analysis of operational efficiencies., $5,000, 1979 to 1980.
  • University of Wisconsin-Wisconsin: M.E.O. Fellowship, $4,850, 1978 to 1979.
  • Asia Foundation: Grant of AACTE Convention, $500, 1978 to 1978.
  • University of Wisconsin-Madison: Marie Christine Kohler Fellowship, $3,000, 1977 to 1978.
  • Educational Testing Service: Summer Research Fellowship, $4,000, 1976 to 1976.

Expertise and Research Interests

My research interests and experiences include the following:
- Statistical consultation, ogistic regression modeling, missing data methods, and research design issues and statistical computing with SAS, SPSS, BMDP, Minitab, CLUSTAN, and Systat
- Sampling methods used in behavioral research
- Psychometric issues

Publications

  • Li, Kaigang, Seo, D.-C., Torabi, M. R., Peng, C.-Y. J., Kay, N. S., Kolbe, L. J. (2009) Leisure-time physical activity and obesity in Black adults in Indianapolis, American Journal of Health Behavior, In Press
  • Nehl, E. J., Blanchard, C. M., Peng, C.-Y. J., Fisher, J., Sparling, P., Baker, F. (2009) Understanding smoking behavior in African-American and Caucasian college students: An application of the theory of planned behavior., Behavioral Medicine, 35 (1), 23-29
  • Bai, Y., Middlestadt, J., Peng, C.-Y. J., Fly, A. D. (2009) Psychosocial factors underlying the decision to continue exclusive breastfeeding for six months: An elicitation study, Journal of Human Nutrition and Dietetics, 22 (2), 134-140
  • Bai, Y., Moddlestadt, J., Peng, C.-Y. J., Fly, A. D. (2009) Predictors of continuation of exclusive breastfeeding for the first six months of life, Journal of Human Lactation, In Press
  • Peng, C.-Y. J. (2008) Data analysis using SAS, 1st ed., Thousand Oaks, CA, SAGE Publications Inc., 640 pages, ISBN=978-1-4129-56
  • Peng, C.-Y. J., Tong, L.-I. (2008) SAS 1-2-3, 6th Edition, Taipei, Taiwan, Scholars Inc., 802 pages, ISBN=978-957-499-8
  • Bai, Y., Peng, C.-Y. J., Fly, A. D. (2008) Validation of a short questionnaire to assess mothers' perception of workplace breastfeeding support, Journal of the American Dietetic Association, 108, 1221-1225
  • Peng, C.-Y. J., Ziskin, M. B. (2008) Control Group, The SAGE Encyclopedia of Survey Research Methods, Thousand Oaks, CA, Sage Publications (bookchapter)
  • O'Connell, A. A.,, Goldstein, J., Rogers, H. J., Peng, C.-Y. J. (2008) Multilevel logistic models for dichotomous and ordinal data In O'Connell, A.A.,, McCoach, B. (eds), Multilevel analysis of educational data., Charlotte, NC, Information Age Publishing Inc., 199-242 pages (bookchapter)
  • Peng, C.-Y. J., Zhu, J. (2008) Comparison of Two Methods for Handling Missing Covariates in Logistic Regression, Educational and Psychological Measurement, 68 (1), 58-77
  • Peng, C.-Y. J. (2007) SAS and Statistical Analyses (SAS 與統計分析 ), v. 14 Edition, Taipei, Taiwan, Scholars Book Co.,, 1074. pages
  • Peng, C.-Y. J., Harwell, M., Liou, S.-M., & Ehman, L. H. (2006) Advances in missing data methods and implications for educational research In Sawilowsky, S. (eds), Real data analysis, Greenwich, CT., Information Age Publishing Inc. pp. 31-78. (bookchapter)
  • Weigel, D. R., Dey, D. C., & Peng, C.-Y. J. (2006) Stump sprout dominance probabilities of five oak species in southern Indiana 15 years after clearcut harvesting, Proceedings of the 13th Biennial Southern Silvicultural Conference (pp. 551-558). Gen. Tech. Rep. SRS-92., Gen. Tech. Rep. SRS-92. Asheville, NC: U.S. Department of Agriculture, Forest Service, Southern Rese, Asheville, NC:, U.S. Department of Agriculture, Forest Service, Southern Research Station. 640 p.
  • Liou, S.-M. & Peng, C.-Y. J. (2006) The use of hierarchical ANCOVA in curriculum studies, Journal of Modern Applied Statistical Methods, 5 (1), 230-247.
  • Peng, C.-Y. J. & Tong, L.-I. (2005) SAS 1-2-3, 5th Edition, Taipei, Taiwan, Scholars Books Inc., 790 pages pages, ISBN=957-499-755-3
  • St. John, E. P., Musoba, G. D., Simmons, A., Chung, C. G., Schmit, J., & Peng, C.-Y. J., Meeting the access challenge: An examination of Indiana’s Twenty-first Century Scholars Program, Research in Higher Education, 45(8), 829-871, 01 Dec 2004
  • Peng, C.-Y. J., SAS® 與統計分析; (13th ed., 1008 pages, in Complex Chinese, ISBN 957-499-704-9). [SAS® and Statistical Analyses], Taipei, Taiwan: 儒林; (Scholars Book Co., LTD), 01 Nov 2004
  • Peng, C.-Y. J., Construct, The SAGE Encyclopedia of Social Sciences Research Methods (Vol. 1, pp. 181-182), January 2004
  • Peng, C.-Y. J., Block Design, The SAGE Encyclopedia of Social Sciences Research Methods (Vol. 1, pp. 73-74), January 2004
  • Peng, C.-Y. J., Experiment, The SAGE Encyclopedia of Social Sciences Research Methods (Vol. 1, pp. 349-354), January 2004
  • Peng, C.-Y. J., Control Group, The SAGE Encyclopedia of Social Science Research Methods (Vol. 1, pp. 196-197), January 2004
  • Peng, C.-Y. J., Nested Design, The SAGE Encyclopedia of Social Science Research Methods (Vol. 2, pp. 717-718), January 2004
  • Peng, C.-Y. J., Split-Block Design, The SAGE Encyclopedia of Social Science Research Methods (Vol. 3, pp. 1060-1062), January 2004
  • Peng, C.-Y. J., Biserial Correlation, The SAGE Encyclopedia of Social Science Research Methods (Vol. 1, pp. 72-73), January 2004
  • Peng, C.-Y. J. & Mueller, D. J., Criterion-related validity, The SAGE Encyclopedia of Social Science Research Methods (Vol. 1, pp. 213-214), January 2004
  • Peng, C.-Y. J.& Mueller, D. J., Construct Validity, The SAGE Encyclopedia of Social Science Research Methods (Vol. 1, pp. 182-183), January 2004
  • Peng, C.-Y.J. & Toutkoushian, R. K., Methodological issues in conducting salary equity studies in higher education, In F. Columbus (Ed.), Contemporary issues in higher education. Hauppauge, NY: Nova Science Publishers, Inc., 2004
  • Peng, C.-Y. J. & Nichols, R. N., Using Multinomial Logistic Models to Predict Adolescent Behavioral Risk, Journal of Modern Applied Statistical Methods, 2(1), 177-188, May 2003
  • Peng, C.-Y. J., & Tong, L.-I., SAS 1-2-3 (4th Ed., 780 pages in Complex Chinese), Taipei, Taiwan: Scholars Book Co., LTD., 2003
  • Peng, C.-Y., Lee, K. L., Ingersoll, G. M., An Introduction to Logistic Regression Analysis and Reporting, Journal of Educational Research, 96(1), 3-14, lead article, September 2002
  • Peng, C.-Y., So, T. S. H., Stage, F. K., & St. John, E. P., The use and interpretation of logistic regression in higher education journals: 1988-1999, Research in Higher Education, 43(3), 259-293 lead article, June 2002
  • Weigel, D. R., & Peng, C.-Y. J., Predicting stump sprouting and competitive success of five oak species in southern Indiana, Candiana Journal of Forest Research, 32(4), 703-712, April 2002
  • Peng, C.-Y., & So, T.S.H., Logistic regression analysis and reporting: A primer, Understanding Statistics, 1(1), 31-70, January 2002
  • Peng, C.-Y., & So, T. S. H., Modeling strategies in logistic regression, Journal of Modern Applied Statistical Methods, 1(1), 147-156, Winter 2002
  • Earles, D., Morris, H. H., Peng, C.-Y. J., & Koceja, D. M., Assessment of Motor Pool Excitability Using Recurrent Inhibition and Paired Reflex Depression Protocols: A test of Reliability, Electromyography and Clinical Neurophysiology, 42, 159-166, 2002
  • Peng, C.-Y., Manz, B. D., & Keck, J., Modeling categorical variables by logistic regression, American Journal of Health Behavior, 25(3), 278-284, 2001
  • Peng, C.-Y., SAS Statistical Analysis System (1st., ed., 869 pages, in Simplified Chinese), Beijin, China: Hope Electronic Co., 2000
  • Peng, C.-Y., & Tong, L.-I., SAS 1-2-3 (2nd., 814 pages, in Complex Chinese, ISBN 957-499-329-9), Taipei, Taiwan: Scholars Book Co., LTD., 2000
  • Hawkins, B., Peng, J., Eklund, S., & Hsieh, C. M., The nature and process structure of leisure constraints: Adults with mental retardation, Leisure Sciences, 21(3), 179-192, lead articl, 1999
  • Hawkins, B., & Peng, C.-Y., Response to comments by Ed Jackson and Geoffrey Godbey, Leisure Sciences, 21(3), 201-204, 1999
  • Peng, C.-Y., SAS yu tung gi fun ai (10th ed., 1044 p., in Complex Chinese, ISBN 957-652-783-X).[SAS and Statistical Analyses], Taipei, Taiwan: Scholars Book Co., LTD [This book is reviewed on http://www.sinica.edu.tw//cc/sas/. and copyrighted with U.S. Copyrights Office, #TX 4-769-925 on 3/16/1998], 1999
  • Peng, C.-Y. & Tong, L.-I., SAS 1-2-3 (1st ed., 846 p., in Complex Chinese, ISBN 957-499-255-X), Taipei, Taiwan: Scholars Book Co., LTD. [This book is copyrighted with U.S. Copyrights Office, #TX 4-814-214 on 6/15/1998]., 1999
  • Peng, C.-Y., & So, T. S. H., If there is a will, there is a way: Getting around defaults of PROC LOGISTIC, Proceedings of the 1998 MidWest SAS Users Group Conference, Cary, NC: SAS Instittue, 243-252, 1998
  • Peng, C.-Y., SAS yu tung gi fun ai (9th ed., 1116 p., in Complex Chinese, ISBN 957-652-783-X). { SAS and Statistical Analyses], Taipei, Taiwan: Scholars Book Co., LTD. [This book is reviewed on http://www.sinica.edu.tw/cc/sas/], 1997
  • Hawkins, B.A., Hsieh, C. M., Peng, C.-Y., & Eklund, S. J., An Exploration fo the nature and process tructure of leisure constraints among adults with mental retardation, Abstracts of the 1997 Symposium on Leisure Research, Ashburn, VA: NRPA, 73, 1997
  • Peng, C.-Y., SAS yu tung gi fun ai (8th ed., 1116 p., in Complex Chinese, ISBN 967-652-783-X). [SAS and Statistical Analyses, Taipei, Taiwan: Scholars Book Co., LTD [This book is reviewed on http://www.sinica.edu.tw/cc/sas/, 1996
  • Peng, C.-Y., SAS yu tung gi fun ai (7th ed., 1000+ p. in Complex Chinese, ISBN 957-652-783-X). [SAS and Statistical Analyses], Taipei, Taiwan: Scholars Book Co., LTD, 1995
  • Peng, C. Y., Book Review of SPSS/PC+, Step by Step (A Practical Introduction), 1993
  • Peng, C. Y. & Wong, Shu-Yeng, Learning SAS with diagrams and examples, Proceedings of the Eighteenth Annual SAS Users Group International Conference, 1196-1201, 1993
  • Peng, C.-Y., SAS yu tung gi fun ai (4th ed., 988 p., in Complex Chinese, ISBN 957-652-248-X). [SAS and Statistical Analyses], Taipei, Taiwan: Scholars Book Co., LTD, 1993
  • Peng, C.-Y., SAS yu tung gi fun ai (5th and 6th editions., 988 p., in Complex Chinese, ISBN 957-652-248-X). [SAS and Statistical Analyses], Taipei, Taiwan: Scholars Book Co.,LTD, 1993
  • Peng, C.-Y., Book Review of SPSS/PC+, Step by Step: A Simple Guide and Reference, 1993
  • Guskin, S. L., Peng, C. Y., & Simon, M., Do teachers react to 'multiple intelligence'? Effects of teachers' stereotypes on judgment and expectancies for stduents with diverse patterns of giftedness/talent, Gifted Child Quarterly, 36(1), 32-37, 1992
  • Peng, C. Y., SAS yu tung gi fun ai (3rd. ed., 988 p., in Complex Chinese, ISBN 957-652-248-X). [SAS and Statistical Analyses], Taipei, Taiwan: Scholars Book Co., LTD, 1992
  • Peng, C. Y., The role of diverse numerical meaning of probability terms in statistical analyses, Proceedings of the 1990 International Symposium of Statistics., 481-498, 1991
  • Peng, C. Y., Comparisons of English and Chinese probability terms, Proceedings of International Educational Statistics and Measurement Sumposium., 142-152, 1991
  • Peng, C. Y., SAS yu tung gi fun ai (2nd ed., 943 p., in Complex Chinese), Taipei, Taiwan: Scholars Book Co., LTD, 1990
  • Peng, C. Y. & Chiang, Shing-Ho, The perceptions of giftedness/talents by parents and techers of junior high schools in Taiwan, 1990
  • Powell, T.W. & Peng, C. Y., A profile analysis approach to interpretation of the Carrow Auditory-Visual Abilities test, Journal of Speech and Hearing Disorders, 54, 214-225, 1989
  • Peng, C. Y., SAS yu tung gi fun ai (1st ed., 943p. in Complex Chinese). [SAS and Statistical Analyses], Taipei, Taiwan: Scholars Book Co., LTD, 1989
  • Peng, C. Y., Questionnaire Design and Intervestigation, Technical Report: Philips Taiwan, 17 pp, 1989
  • Hue, C. W., Peng, C. Y., Shen, Y. C., & Young, G. L., Chang yong zhong wun ji lu ci suo dai biao de yi ye [Numerical translation of 29 Chinese probability terms], Acta Psychologica Taiwanica, 31(1), 1-6 (Lead Article), 1989
  • Guskin, S.L.,& Peng, C. Y., Categories of giftedness perceived by teachers, Gifted Child Quarterly, 32(1), 216-221, 1988
  • Peng, C. Y., Guskin, S.L., Developing a valid methodology for the study of prospective teacher's perceptions of giftedness and talent, Mid-Western Educational Researcher, 8(3), 25-41, 1987
  • Guskin, S.L., Zimmerman, E., Okolo, C., & Peng, C. Y., Being labelled gifted or talented: Meanings and effects perceived by studetns in special programs, Gifted Child Quarterly, 30, 61-65, 1986
  • Peng, C. Y., Statistical Design in Educational Research: A Programmed Approach, August 1985
  • Peng, C. Y., Analytical Approach to Statistical Methods, August 1985
  • Peng, C. Y., Utility of beta-multidimensional model in multiple classifications of criterion-referenced test scores, Resources in Education, 1985
  • Peng, C. Y., Frank, A., & McFarland, T., Cluster analyssi--A useful tool for curriculum research, Journal of Special Education, 18(2), 131-142, 1984
  • Peng, C. Y., Plain smell of multidimensional scaling, Contemporary Education Review, 2(1), 68-71, 1983
  • Peng, C. Y., A Step-By Step recipe to educational evaluation, a book review of Measurement and Evaluation of Teaching (4th edition) by Norman E. Gronlund, Contemporary Psychology, 27(4), 297-298, 1982
  • Peng, C. Y., Book review of Introduction to Scaling by A. H. G. S. van der Ven, Journal of Educational Measurement, 18, 127-129, 1981
  • Peng, C. Y., Learn Statistics by Computer, 1981
  • Nathan, J. & Peng, C. Y., Analyzing facilities layout problems: A multidimensional scaling approach, Working Paper Series No. 80-22, October 1980
  • Peng, C. Y. & Subkoviak, M. J., An investigation of Huynh's normal approximation procedure for estimating criterion-referenced reliability, Journal of Educational Measurement, 17, 359-368, 1980
  • Rosenthal, D. M., Peng, C. Y., & McMillan, J. H., Relationship of adolescent self-concept to perceptions of parents in single and two-parent families, International Journal of Behavioral Development, 3, 441-453, 1980
  • Peng, C. Y. & Levin, J. R., Pictures and children's story recall: Some questions of durability, Educational Communication and Technology, 27(1), 39-44, 1979
  • Dunlap, G. L. & Peng, C. Y., Comparisons of scaling programs, Final Report presented to Weeg Computing Center, 1979
  • Peng, C. Y. & Levin, J. R., Strategies in Reading Comprehension: IX. Durability of Picture Effects in Children's Story Recall, Working Paper No. 216, October 1977
  • Peng, C. Y., Reliability Estimates, Research Memorandum, 1976

Qualifications

Ph.D., University of Wisconsin-Madison, Applied Statistics and Quantitative Educational Psychology, 1979.
M.S., University of Wisconsin-Madison, Educational Psychology, 1977.
M.S., University of Wisconsin-Platteville, Counselor Education, 1974.
B.S., National Taiwan University, Psychology, 1973.

Other Expertise

I have had experiences in marketing research methods and agricultural survey research. These experiences enabled me to work with researchers at Eli Lilly Pharmaceutical Campany, Agri Business Groups (both based in Indianapolis, Indiana), and Philips Taiwan, based in Taipei Taiwan.

In addition to these experiences and expertise, I have also worked with medical doctors on two clinical projects that dealt with autism, depression, and family medical treatments. These projects further developed me as an applied statistician with expertise in survey research methods, experimental designs, and clinical trials.

Keywords

COS Keywords:

Applied Mathematics, Applied Statistics, Asia, Central, China, Counseling or Guidance, Data Analysis, Education, Educational Psychology, Experimental Design, Industrial Psychology, Israel, Marketing Research, Probability, Psychology, Psychometrics, Regression, Research Methodology, Social Sciences, Statistics, Surveys and Survey Research, Taiwan.

Additional Terms:

Asia, Central, China (People's Republic), Data Analysis, Educational Psychology, Israel, Logistic Regression, Multivariate Statistics, Probability Terms, Regression, Research Methodology, Social Sciences, Statistics, Surveys and Survey Research, Taiwan (Nationalist China).

Languages

(Reading, Writing, Speaking)

Chinese, Mandarin: (Fluent, Fluent, Fluent)
English: (Fluent, Fluent, Fluent)
Japanese: (Functional, Basic, Basic)
Spanish: (Basic, None, Functional)

Memberships

American Educational Research Association
American Psychological Association
American Statistical Association
Association of Chinese American Statistician
Chinese American Educational Research and Development Association
Chinese Psychological Association
National Council on Measurement in Education
Psychometrika Society
SAS User's Group International

Honors and Awards

1999-2000, Teaching Excellence Recognition Award, Trustees of Indiana University, Indiana University, Teaching
1992-1992, Fellow of Social Science Grant Writing Workshop, Research and the University Graduate School, Indiana University, Research
1988-1989, National Science Council Research Grant, National Science Council, Republic of China, Research
1988-1988, Summer Faculty Fellowship, School of Education, Indiana University, Research
1984-1984, Spencer Foundation Grant, Spencer Foundation, Indiana University, Research
1981-1981, Instructional Improvement Grant, College of Education, University of Iowa, Teaching
1980-1980, Old Gold Summer Fellowship, The Graduate School, University of Iowa, Research
1979-1980, Biomedical Research Support Grant, National Institute of Health, Research
1979-1980, Grant-in-Aid of Research, Sigma Xi, The Scientific Research Society, Research
1978-1979, M.E.O. Fellowship, The Graduate School, University of Wisconsin, Research
1978-1978, Grant for AACTE Convention, Asia Foundation, Asia Foundation, Research
1977-1978, Marie Christine Kohler Fellow, The Kohler Foundation, University of Wisconsin
1976-1976, Summer Research Scholarship, Summer Research Program, Educational Testing Service, Research

Previous Positions

1988-1988, Statistical Consultant, Philips Taiwan
1988-1989, Visiting Associate Professor, National Taiwan University, Arts and Sciences, Psychology
1987-1990, Statistical Consultant, Agri Business Group
1987-2003, Associate Professor, Indiana University Bloomington, Education, Counseling and Educational Psychology
1984-1984, Statistical Consultant, Eli Lilly Company
1982-1982, Visiting Associate Professor, University of Wisconsin-Madison, Education, Educational Psychology
1982-1987, Assistant Professor, Indiana University Bloomington, Education, Counseling and Educational Psychology
1981-1982, Visiting Assistant Professor, University of North Carolina at Chapel Hill, College of Arts and Sciences, Psychology
1978-1981, Instructor, University of Iowa, College of Education, Educational Psychology, Measurement, and Statistics
1978-1981, Assistant Professor, University of Iowa, College of Education, Educational Psychology, Measurement, and Statistics
1976-1976, Summer Research Fellow, Educational Testing Service
1975-1978, Statistical Consultant, University of Wisconsin-Madison, Laboratory of Experimental Design, Educational Psychology
1974-1975, Teaching Assistant, University of Wisconsin-Madison, Education, Educational Psychology

Profile Details

Last Verified: 9/2/2009

COS Expertise ID #805026
Reference this profile directly: http://myprofile.cos.com/peng