Research Design & Statistics (PSYC 5320-161)
Fall 2013

Professor: Roberto R. Heredia., Ph.D. 

URL: http://www.tamiu.edu/~rheredia/

Office: CH 205

E-mail: rheredia@tamiu.edu

Class Time & Place: W 7:00 - 9:30 PM BH 220

Phone: (956) 326-2637

Office Hours:  W 5-7 PM  or By Appointment

Course Description:

PSYC 5320 provides the background of research methods and statistical techniques necessary to understand the principles and methodology used in psychological research. Designed to assist students in the preparation of the thesis proposal. Prerequisites:  Psychology 2317 (or a statistics course) and PSYC 3302 and PSYC 3102 or permission of instructor.

Required Texts:
Christensen, L. B., Johnson, R. B., & Turner, L. A. (2013). Research Methods, Design, and Analysis (12th ed.). Florence, KY: Pearson.  (ISBN-10: 0205961258 • ISBN-13: 9780205961252).
George, D., & Mallery, P. (2013).  IBM Statistics 21 step by step: A simple guide and reference (13
th ed.). Boston, MA: Allyn & Bacon/Prentice Hall (ISBN-10: 0205985513 • ISBN-13: 9780205985517; eBook ISBN-10: 020598553X • ISBN-13: 9780205985531)

Note: Statistical Package for the Social Sciences (SPSS) is available at the various university laboratories (e.g., Killam, Cowart, and Pellegrino Halls). Alternatively, the student might want to consider PSPP an
Open Source/Free Software, for statistical analysis (highly similar to SPSS) which can be downloaded for Windows, Mac,  or Linux users. (DATABASES).


Salkind, N. J. (2007). Statistics for people who (think they) hate statistics (2nd ed.). Thousand Oaks, CA: Sage. (ISBN: 9781412971027).

Journal Articles: TBA

Instructional Objectives
: Upon completion of this course you will have:

1. Understood the principles and logic in conducting psychological research
2. Understood the mechanics of generating research questions.
3. Understood the mechanics of generating theoretically sound research ideas.
4. Written progressively complete research reports in APA style.
5. Understood how to critically  read and interpret the methods and results section of scientific research article.


Course Philosophy
This is a demanding course. There is considerable reading and writing to be done and much to think about. You are expected to master the basic material covered in the readings and in lectures, and to participate actively in class. The assumption underlying this class is that we are responsible students and that we want to learn and do high quality work. Some lectures and discussions in the course are designed to supplement the readings. As such, you can expect discussions to present ideas that are not always covered in the readings.
This is a graduate course and you are expected to reason at the graduate level. The student should NOT expect lectures/discussions to be devoted to explanations of concepts learned or not and should have mastered in undergraduate introductory Statistics and Research Methods.

General Expectations:
(1). The student will be able to understand most concepts in design and statistical research
(2). The student will be able to conduct statistical analysis of selected data and be able to correctly report what the analysis indicates.
(3). The student will be able to formulate a coherent thesis proposal which is amenable to scientific and statistical scrutiny.
(4).The student will be able to write an appropriate results section of a report which summarizes statistical results.

1). There will be two Midterms and a Final each worth 50 points consisting of short answers and essay questions. Each of the two exams will cover only the material since the last exam (except to the extent that the previous material is necessary for understanding the new). The final Examination will be comprehensive.

(2). Class will consist of a mixture of lecture, discussion, and in class activities using SPSS. Active class discussions is required. The purpose of these sections is to allow a more in-depth discussion of the issues discussed in lectures and readings, particularly discussions of the ways in which these issues apply to your particular discipline and research interests. You will be much more prepared for lively discussion during the classroom time if you have read the assigned material prior to the time in which it will be addressed in class. How to be a critical thinker? Please review Smith's (1994) Guidelines for critical thinkers here.

     Journal Article Assignment: Students will choose two published researchs articles from the field of Psychology to critically evaluate and review during class discussions.

      Discussion Questions: Students will be asked to generate testable research questions and proposed methodologies (e.g., experiments, surveys, or observations) to test their proposed research question.

(3) Attendance: Attendance is not only mandatory, but crucial for this course to function well. You will be allowed 1 absence for emergencies, and you should provide adequate notice or documentation of these. Failure to provide notice or documentation, or having more than 1 absence, will result in heavy penalties (i.e. dropping a whole letter grade or two).

(4). Scholarly Written Assignment: (Option 1) Research Proposal
--Awritten research proposal (15-20 double-spaced pages; references, abstract and title page are not part of the required length) worth 50 points with at least 15 references is due December 3. Psychology Today and internet articles are not valid references. The emphasis on the proposal will be on your ability to write well (i.e., APA style, 6th ed.), to integrate the existing literature, and your ability to reason scientifically and propose a novel study. This paper will be an independent project (e.g., a systematic observation, an experiment, a replication of an existing study, or a survey) related to your field of interest (e.g., Counseling, Clinical, Cognitive, or Developmental Psychology). An academic presentation (15-20 minutes) will accompany this proposal. It is highly recommended to explore OpenSesame, an Open Source/Free Software Psychology Experimental Program to design questionnaires, and Psychological Experiments, available for all computer platforms. Proposals including a workable script will automatically receive 25 points. (Option 2) Theoretical/Empirical Critical Review of Psychological Issue--Similar requirements as of Option 1, however,  this option requires that the student presents at the TAMU  Pathways  2013 Student Research Symposium. If you choose this option, you need to register for the conference.  The Graduate Student Office will cover  transportation, meals and fees. (Option 3) Complete/Submit  a Grant Proposal--Student choosing this option is expected to apply in bona fide to a granting Federal, State or Private organization such as the American Psychological Association or NSF. A presentation is required for this option as well. Papers will be graded according to the rubric found here.

How to write a proposal? It is highly recommended that you consult, Cone, J.D., & Foster, S. L. (1999). Dissertations and theses from start to finish: Psychology and related  fields. Washington, DC: APA. Writing well is a skill requiring practice, motivation and a lot of EDITING. If you need assistance with your writing, please visit the Enrichment Center where you can be helped.

(5). All assignments and requirements  must be completed by the start of the final exam to pass the course.

(6). As part of your academic and intellectual development, you are required to attend at least two academic presentations (e.g., Student Conference, Psychology Academic, & Master's Students Theses presentations). Dates will be provided for these presentations. Please check your email messages.

(7). It is expected that you will neither give nor receive any unauthorized aid for all tests and assignments in this class.  Unauthorized aid is defined as, but not limited to, the use of your notes, textbooks, the internet, or people. All students are required to read and understand Dusty Devil's HONOR CODE, complete the HONOR CODE FORM and return it to your professor, and remember, "a Dustyt Devil does not lie, cheat, or steal, or tolerate those who do."

Summary: Points will accumulate over the semester such that there will be:

2 Examinations + Final :                                                @ 100 + 50 points= 150 points
Participation & Attendance                                            @ 100 + 20 points = 120 points
1 Research Report + Presentation                                   @ 50 + 50 points = 100 points

Total possible points:   370 pts.
   A = 90-100%, B = 80-89%, Unsatisfactory = 79% and below





*Christensen et al.

#George &  Mallery

AUG 28

Introduction: Scientific Research/Presentation from GRANTS Office   (7:30-8pm)

*Ch 1


Research Approaches & Methods of Data Collection/Hypothesis Formation

*Ch 2-3

SEP 11

Ethics in Research/Measuring Variables and Sampling

*Ch 4-5

SEP 18

Research Validity/Procedure for conducting an experiment

*Ch 6, 9

SEP 25



Control Techniques in Experimental Research/Experimental Research Design

*Ch 7-8


Descriptive Statistics/SPPSS Functions, Procedures, & Descriptive Statistics

*Ch 14;  #Ch 1-7

OCT 16

Inferential Statistics: Hypothesis Testing Principles

*Ch 15, #Ch 8-12

OCT 23

Inferential Statistics: Hypothesis Testing Principles Continued

*Ch 15, #Ch 8-12

OCT 30

Review of Factorial Designs: Analysis of Variance              

*Ch 8, #Ch 14



NOV 13

Linear vs. Multiple Regression

#Ch 15-16

NOV 20

Quasi Experimental, Single-Case Designs/ Research Presentations TBA

*Ch 12

NOV 27

Survey Research/ Qualitative vs. Quantitative/ Research Presentations TBA

*Ch 13

 Selected Advanced Statistical Procedures/ Research Presentations TBA #Ch 17-28


Reading Day/ Research Proposal Due Date

DEC 11


NOTE: The above schedule and procedures in this course are subject to change in the event of extenuating circumstances.


Word Frequency, Imagery and Concreteness Ratings: http://www.math.yorku.ca/SCS/Online/paivio/
The English Lexicon Project:  http://elexicon.wustl.edu/
Nonword Database:  http://www.maccs.mq.edu.au/~nwdb/
University of South Florida Word Association Database: http://www.usf.edu/FreeAssociation/

For Information on Other Databases, See
Materials for Cognitive Scientists:

Related websites of interest to the student:
Links to Information on APA Publication Style:
Tips on how to take Multiple Choice Exams:
Writing Workshop:
Psychology with Style:
APA Style Resources:
Computer Statistical programs info :
Statistical Package for the Social Sciences (SPSS) info: http://www.spss.com/Support/Articles.html
General Statistics (Unix Stats) for ANOVA and more: http://ergo.ucsd.edu/unixstats/
You can obtain this program free from
http://www.acm.org/~perlman/statinfo.html at your own risk.
This is a full blown program that you can use with DOS.
Manuals and examples are provided in this site
Statistics on the web:
Also, you can obtain a Spreadsheet (like Excel) completely Free: http://www.openoffice.org/



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