Welcome Packet School of Business Administration Wayne State University Detroit, Michigan Welcome to the CARMA 2014 Summer Short Courses! Hosted by the School of Business Administration at Wayne State University CARMA Team: Dr. Larry J. Williams Alex Maggetti Hannah Diebel Phone Number: (313)577-6281 carma@wayne.edu carmamemb@wayne.edu larry.j.williams@wayne.edu CARMA 2014 Summer Short Courses: Wayne State University Page 1 Table of Contents Room Assignment for CARMA Short Courses 3-4 Parking On Campus Housing Information Short Course Schedule Map of Classrooms for Prentis Building Basement 5-6 7 8-10 11 Addresses 12 13 Street Map with Course Locations and Restaurant Locations Bios and Course Summaries of Short Course Instructors About CARMA & Consortium Webcast Program CARMA 2014 Summer Short Courses: Wayne State University 14-29 30-32 Page 2 Room Assignment for CARMA Summer Short Courses Course Title Instructor Location & Room Number Larry Williams Prentis Bldg Rm 027 Bob Vandenberg Prentis Bldg Rm 023 1 Mediation and Moderation Mark Gavin Prentis Bldg Rm 025 1 Grounded Theory Method and Analysis Karen Locke State Hall 413 1 Interviewing for Qualitative Research Sally Maitlis State Hall 403 1 Multi-Level Analysis Paul Bliese Prentis Bldg Rm 021 1 Introduction to R Scott Tonidandel State Hall 409 2 Intermediate SEM: Model Evaluation Larry Williams Prentis Bldg Rm 027 Session 1 Introduction to Structural Equation Methods Advanced SEM I: Measurement Invariance, Latent 1 Growth Modeling, and Nonrecursive Modeling Advanced SEM II: Missing Data Issue in SEM, 2 Multi-level SEM and Latent Interactions 2 Meta-Analysis and Systematic Reviews 2 The Craft of Writing Qualitative Research 2 Ethnographic Methods 2 Alternatives to Difference Scores 2 Advanced Multi-Level Analysis 2 Multivariate Statistics with R Bob Vandenberg Prentis Bldg Rm 023 Michael McDaniel Karen GoldenBiddle Michael Pratt Prentis Bldg Rm 025 Jeff Edwards Paul Bliese & Gilad Chen Steve Culpepper State Hall 413 State Hall 403 Prentis Bldg Rm 004 Prentis Bldg Rm 021 State Hall 409 Guest Wi-Fi Access: Connect to network “WSU”, user id is “ab0227g32” and password is “rSYk9oFe” (case sensitive) CARMA 2014 Summer Short Courses: Wayne State University Page 3 Prentis Building address: 5201 Cass Ave. (across from Detroit Public Library) Classrooms in Prentis Bldg are located in the basement, open at 8:15 AM Prentis Building State Hall is south of the Prentis Building on Cass Ave. State Hall Address: 5143 Cass Ave Detroit, MI 48202 Classrooms in State Hall are on the 4th floor, open at 8:15 AM State Hall CARMA 2014 Summer Short Courses: Wayne State University Page 4 Parking at Wayne State University They are a few parking structures you can park at that are both close to the Prentis Building and the State Hall Building. State Hall is highlighted in green and you can see the Prentis building right next to it. The parking structures are highlighted in maroon in the image below with parking structure 6 highlighted in green: Parking Structure #2, parking fee is $6.50. Entrance to parking structure 2 in on the Lodge Service Drive. (This is the closest overnight parking for people staying in the On Campus Housing) Parking Structure #3, parking fee is $6.00. Entrance to parking structure 3 is on Warren. Parking Structure #6, parking fee is $6.50. Entrance to parking structure 6 is on Putnam. They are two types of parking in parking structure #6. One is for visitors and the other is for Faculty/Staff/Student parking. We highly recommend parking in the Faculty/Staff and Student parking since the parking fee ($6.50) is less than the visitors’ parking side ($10/per day). If parking is full, (there will be sign that says “Full” in red) then you must park on the visitor side. Only Parking Structure #6 and #2 will be open on Saturday. You cannot leave your car overnight for parking structure 6, but you can for parking structure 2. CARMA 2014 Summer Short Courses: Wayne State University Page 5 Credit Card Information for Parking How does the credit card process work? To use a credit card, you must swipe an active MasterCard, Visa or Discover card when you enter and then again when you exit. Debit cards with a valid MasterCard, Visa or Discover card will work also. (Note: You are only charged once). The card you are swiping with, must be the same when you exit. What is the procedure if a Credit Card customer would like a receipt? In order to provide the most expedient entry and exit the credit card machines do not issue a receipt. If the customer needs a receipt, they must see an attendant who will issue a hand written receipt. Can I view the available parking space in a particular parking facility? Yes, you can see the parking availability at parking structures 1-6 and 8 as well as lots 41, 50 and 75. Parking Services home page has a link in the side bar or you can click here: WSU Parking Availability. You can also view parking availability via an app on your I phones and Android smart phone. CARMA 2014 Summer Short Courses: Wayne State University Page 6 On Campus Housing Participants This is the address of where you will be staying. It is within walking distance of both the Prentis and State Hall buildings. Ghafari On Campus Housing 695 Williams Mall Detroit, MI 48202 (313) 577-9700 Check-in: For those of you attending session I or both sessions, check-in will be on Sunday June 1 from 6-10pm. You are allowed to check in with the front desk at any time and get situated in your room. We require that you meet down in the 1st floor lobby in Ghafari Hall from 6-10pm Sunday night so that we can collect your housing payments. The same check in procedure will be in place for those of you who are attending session II only, with check-in being Wednesday, June 4. Check-out: When you check out you will return your On Campus Housing key to the front desk. Linens should all be placed on the bed. Overnight Parking: If you are driving to the Short Courses this summer, we recommend that you park in parking structure #2. This is the closest structure to the Ghafari On Campus Housing building. It is also the only structure that allows overnight parking. If you opted in for the parking pass we recommend that you check in with us Sunday or Wednesday (depending on your schedule) afternoon from (5-10pm) and park along Anthony Wayne Drive (right in front of the dorm building) after check in you will then have your guest access card which will allow you to go and park in Structure #2 at no extra cost. This guest access card (for those of you who have gone with the parking option) will allow you to swipe your card as many times as you want in a day. ****It is very important that you do not lose your On Campus Housing key! If you do, you will be charged a fee of $150 USD.****Your guest access card does not need to be returned to us but the On Campus Housing key does. CARMA 2014 Summer Short Courses: Wayne State University Page 7 Schedule for 2014 Summer Short Courses at WSU Session One: June 2 – June 4, 2014 Sunday, June 1, 2014: 8:00 PM-10:00 PM Inn on Ferry street guests: Registration/Reception (optional) You can check in and receive your name badge along with the Short Course Handout in the hotel lobby 6:00 PM-10:00PM On Campus Housing guests: Registration/Reception You must check in with us to provide payment for your stay Guest access cards will be passed out to those who opted in for the parking accommodation Short Course Handout will be available Monday, June 2, 2014: 8:30 AM: Opening session: Prentis Building Fishbowl (5201 Cass Ave – Ground Level) 9:00 AM: Class begins (see pg 3 for room assignments) 10:00 AM: Coffee break: Prentis Building Fishbowl 12:00 PM: Lunch break: Prentis Building Fishbowl 1:30 PM: Class resumes 3:30 PM: Afternoon break: Prentis Building Fishbowl 5:00 PM: Class ends 5:00 PM-7:00PM: CARMA Happy Hour: Lefty’s Tuesday, June 3, 2014: 8:30 AM: Class begins 10:00 AM: Coffee break: Prentis Building Fishbowl 12:00 PM: Lunch break: Prentis Building Fishbowl 1:30 PM: Class resumes 3:00 PM: Afternoon break: Prentis Building Fishbowl 5:00 PM: Class ends 5:00PM-7:00PM: CARMA Happy Hour: SeVa Wednesday, June 4, 2014: 8:30 AM: Class begins 10:00 AM: Coffee break: Prentis Building Fishbowl 12:00 PM: Class ends CARMA 2014 Summer Short Courses: Wayne State University Page 8 Notes: Classrooms will open at 8:15 AM for students during all two sessions of the Short Courses. Lunch: Please note that this packet contains a street map (see pg 13) for the area around the Wayne State University School of Business and a nearby restaurants map. Schedule for 2014 Summer Short Courses at WSU Session Two: June 5 – June 7, 2014 Wednesday, June 4, 2014: 8:00 PM-10:00 PM: Inn on Ferry street guests: Registration/Reception (optional) You can check in and receive your name badge along with Short Course Handouts 6:00 PM-10:00PM On Campus Housing guests: Registration/Reception You must check in with us to provide payment for your stay Guest access cards will be passed out to those who opted in for the parking accommodation Welcome Handouts will be available Thursday, June 5, 2014: 8:30 AM: Opening session: Prentis Building Fishbowl (5201 Cass Ave. – Ground Level) 9:00 AM: Class begins (see pg 3 for room assignments) 10:00 AM: Coffee break: Prentis Building Fishbowl 12:00 PM: Lunch break: Prentis Building Fishbowl 1:00 PM: Class resumes 3:00 PM: Coffee break: Prentis Building Fishbowl 5:00 PM: Class ends 5:00 PM-7:00PM: CARMA Happy Hour: Maccabees Friday, June 6, 2014: 8:30 AM: 10:00 AM: 12:00 PM: 1:30 PM: 3:00 PM: 5:00 PM: 6:30PM-9:30PM: Class begins Coffee break: Prentis Building Fishbowl Lunch break: Prentis Building Fishbowl Class resumes Coffee break: Prentis Building Fishbowl Class ends CARMA Party at Tony V’s Saturday, June 7, 2014: 8:30 AM: Class begins CARMA 2014 Summer Short Courses: Wayne State University Page 9 10:00 AM: 12:00 PM: Coffee break: Prentis Building Fishbowl Class ends Notes: Classrooms will open at 8:15 AM for students during all two sessions of the Short Courses. Lunch: Please note that this packet contains a street map (see pg 13) for the area around the Wayne State University School of Business and a nearby restaurants map. CARMA 2014 Summer Short Courses: Wayne State University Page 10 School of Business Administration Prentis Building Basement Floor CARMA 2014 Summer Short Courses: Wayne State University Page 11 Addresses Prentis Building 5201 Cass ave Detroit 48202 State Hall 5143 Cass Ave Detroit, MI 48202 Ghafari On Campus Housing 695 Williams Mall Detroit, MI 48202 (313) 577-9700 Inn on Ferry Street 84 E Ferry Ave Detroit, MI 48202 (313) 871-6000 CARMA 2014 Summer Short Courses: Wayne State University Page 12 To open an interactive map in your web browser: Ctrl + Click here This map shows locations in the area that you may find to be of interest. CARMA 2014 Summer Short Courses: Wayne State University Page 13 Bios and Course Summaries of Short Course Instructors Session One: June 2 – June 4, 2014 Short Course: “Introduction to Structural Equation Methods” Instructor: Dr. Larry J. Williams, Wayne State University Course Summary The Introduction to Structural Equation Methods Short Course provides (a) introductory coverage of confirmatory latent variable techniques, including confirmatory factor analysis and structural equation methods with latent variables, (b) discussion of special issues related to the application of these techniques in organizational research, and (c) a comparison of these techniques with traditional analytical approaches. This Short Course will contain a balance of lecture and hands-on data analysis with examples and assignments, and emphasis will be placed on the application of SEM techniques to organizational research problems. Course Outline & Objectives Participants will: Develop skills required to conduct confirmatory latent variable data analysis, based on currently accepted practices, involving topics and research issues common to organizational research. Learn the conceptual and statistical assumptions underlying confirmatory latent variable analysis. Learn how to implement data analysis techniques using software programs for confirmatory modeling. Special emphasis will also be placed on the generation and interpretation of results using the contemporary software programs LISREL and MPlus. Learn how latent variable techniques can be applied to contemporary research issues in organizational research. Learn how the application of current latent variable techniques in organizational research differs from traditional techniques used in this literature Biography Dr. Larry J. Williams joined the faculty of Wayne State University as Professor of Management in January of 2010, and previously he was an Associate Professor and Jay Ross Young Faculty Scholar at the Krannert School of Management of Purdue University (1987-1996), the Fisher Distinguished Scholar in the Industrial/Organizational Psychology program at the University of Tennessee (1996-1997), and a University Professor in the Department of Management at Virginia Commonwealth University (1997-2009). Dr. Williams served as the Founding Editor of Organizational Research Methods (ORM), a journal sponsored by the Research Methods Division (RMD) of the Academy of Management, and he previously served as Consulting Editor for the Research Methods and Analysis section of the Journal of Management (1993-1996). Dr. Williams also has served as Chairperson for the Research Methods Division (RMD) of the Academy of Management and he established and currently serves as Director of the Center for the Advancement of Research Methods and Analysis (CARMA). Among his recent CARMA 2014 Summer Short Courses: Wayne State University Page 14 accomplishments, in 2004 the Southern Management Association recognized Dr. Williams as an author of 2 of the 6 most highly cited articles in the 30-year history of the Journal of Management. He was also elected in 2004 to be a member of the Society for Organizational Behavior, an international group of approximately 80 leading scholars from the field of organizational behavior. In 2005, Dr. Williams was selected to be the recipient of the 2005 Distinguished Career Contributions Award by the Academy of Management’s Research Methods Division. In 2008, Professor Williams was recognized as one of the 150 most-cited authors in the field of management (1981-2004) in an article published in the Journal of Management. He was elected Fellow of the Society for Industrial Organizational Psychology in 2010. Short Course: “Advanced SEM I: Measurement Invariance, Latent Growth Modeling and Non-recursive Modeling” Instructor: Dr. Robert Vandenberg, University of Georgia Course Summary The short course covers three advanced structural equation modeling (SEM) topics: (a) testing measurement invariance; (b) latent growth modeling; and (c) evaluating reciprocal relationships in SEM. The instructor uses the Mplus SEM software package throughout the workshop. To get maximum benefit from this short course, the participants should have the full version of Mplus loaded on their laptops (www.statmodel.com) and bring the laptop with them to the course. The instructor lectures about half of the time with the remaining time devoted to having participants run examples with actual data provided by the instructor. Participants go home with usable examples and syntax. The measurement invariance testing section focuses on the procedures as outlined in the Vandenberg and Lance (2000) Organizational Research Methods article. Namely, we will cover the 9 invariance tests starting with the tests of equal variancecovariance matrices and ending with tests of latent mean differences. Other outcomes of covering these tests are how to use Mplus syntax, how to do multi-sample analyses, and also how to test hypothesized (a priori) group mean differences but using the latent means of the latent variables within each group. Thus, the first section accomplishes much more than the just the measurement invariance tests. The workshop then advances to operationalizing latent growth models within the SEM framework. Essentially, this is how to use one's longitudinal data to actually capture the dynamic processes in one's theory. Thus, it is very, very different than cross-sectional tests where one is stuck in one point in time. Again, this is what goes on at the surface level, but the participant will also be exposed to modeling how the change in one variable impacts change in another. We will also use mixed modeling. And at the end of it, I introduce the participants to latent profile modeling with latent growth curves. The final piece is the testing of models with feedback loops via an SEM-Journal article by Edward Rigdon (1995). We will go through his 4 different models and what they mean. CARMA 2014 Summer Short Courses: Wayne State University Page 15 Biography Robert (Bob) Vandenberg is a Professor of Management in the Terry College of Business at the University of Georgia, Athens, GA (USA). He belongs to the organizational behavior group. He teaches in the undergraduate, MBA and Ph.D. programs including courses in organizational behavior, leadership, change management, introductory research methods, introduction to structural equation modeling, and advanced structural equation modeling. Bob's primary substantive research focuses are on organizational commitment, and high involvement work processes. His methodological research stream includes measurement invariance, latent growth modeling, and multilevel structural equation modeling. Bob's articles on these topics have appeared in the Journal of Applied Psychology, Journal of Management, Journal of Organizational Behavior, Human Resource Management, Organization Sciences, Group and Organization Management, Organizational Behavior and Human Decision Processes, and Organizational Research Methods. Bob's measurement invariance article co-authored with Charles Lance received the 2005 Robert McDonald Award for the Best Published Article to Advance Research Methods given by the Research Methods Division of the Academy of Management. He has served on the editorial boards of the Journal of Applied Psychology, Journal of Management, Organizational Behavior and Human Decision Processes, and Organizational Research Methods. Bob was editor-in-chief of Organizational Research Methods from 2007-2010. He is past division chair of the Research Methods Division of the Academy of Management. Bob also received the division’s 2010 Lifetime Achievement Award. In addition, he is a Fellow of the Society for Industrial and Organizational Psychology, the American Psychological Association, and the Southern Management Association. He is also a Fellow in the Center for the Advancement of Research Methods and Analysis at Virginia Commonwealth University in which he conducts annual workshops, and a Fellow of the Institute for Behavioral Research at the University of Georgia. Further, he was recently accepted as a member of S.O.B. Finally, and vastly more important, Bob is married to Carole, has three children, Drew, Kaity and Jackson, and rides his Harley with a passion every day. Short Course: “Mediation and Moderation” Instructor: Dr. Mark Gavin, West Virginia University Mediators and moderators are pervasive in organizational research. As theoretical frameworks advance, the specification and testing of mechanisms (or mediators) through which the effects of one variable on another are transmitted has become a central concern. Another primary concern of theory development is the specification and testing of boundary conditions (or moderators) that affect the nature (significance, magnitude and/or direction) of the relationship between variables. More recently there has been increased attention on the theoretical specification of models that incorporate both mediation and moderation, facilitated in no small part by advancements made in the analytical approaches for testing such effects. This course will provide an overview of the conceptual, methodological and statistical issues surrounding the investigation of mediators and moderators, as well as their combined dynamics. The short course will feature both lecture and hands-on components, including CARMA 2014 Summer Short Courses: Wayne State University Page 16 analytical demonstrations and exercises that focus on the testing (primarily using SPSS) of these effects. Biography Mark Gavin (Ph.D., Purdue University) is on the faculty of and serves as the Ph.D. Program Coordinator in the Department of Management at West Virginia University. He researches in the areas of interpersonal trust, leadership, emotions, employee behavior and multilevel phenomena. His research has appeared in Academy of Management Journal, Human Relations, Journal of Applied Psychology, Journal of Management, Journal of Organizational Behavior, Organizational Behavior and Human Decision Processes, and Personnel Psychology, among others. He teaches Research Methods, Structural Equation Modeling, and Multilevel Modeling at the Ph.D. level, and leadership and other Organizational Behavior-related courses at the Masters and undergraduate levels. He also regularly teaches short courses on Multilevel Modeling and Structural Equation modeling for CARMA. Mark is a former Chair of the Research Methods Division of the Academy of Management and a former President of the Southern Management Association. He is currently serving a three-year term as a Representative-at-large on the Academy of Management Board of Governors. He currently serves on the editorial boards of Academy of Management Journal, Journal of Leadership and Organization Studies, Journal of Management, Journal of Occupational and Organizational Psychology, Journal of Organizational Behavior, and Organizational Research Methods Short Course: “Grounded Theory Method & Analysis” Instructor: Dr. Karen Locke, College of William & Mary Course Summary This workshop will introduce researchers to the grounded theory approach by outlining its key operational processes and the distinguishing characteristics of the theory these processes generate. Workshop participants will take from it a) a general understanding of the logic underlying this foundational approach to qualitative research, b) a specific understanding of and practice with its operational procedures (e.g. theoretical sampling, coding forms, constant comparison, memoing etc.), c) familiarity with the grounded theory methodological literature. Participants are invited to bring samples of their own data to the session. No software is required for this course. Biography Karen Locke, Ph. D., is W. Brooks George Professor of Business Administration at the College of William and Mary’s school of business. She joined the faculty there in 1989 after earning her Ph. D. in organizational behavior from Case Western Reserve University. Dr. Locke's work focuses on developing a sociology of knowledge in organizational studies and on the use of CARMA 2014 Summer Short Courses: Wayne State University Page 17 qualitative research for the investigation of organizational phenomena. Her work appears in journals such as Academy of Management Journal, Organization Science, Journal of Organizational Behavior, Journal of Management Inquiry, and Studies in Organization, Culture and Society. And, she has authored Grounded Theory In Management Research and coauthored Composing Qualitative Research, both books published by Sage. Her current work continues her interest in the processes of qualitative researching and focuses on exploring and explicating their creative and imaginative dimensions. Dr. Locke also serves as an associate action editor for Organizational Research Methods as a member of the editorial board Academy of Management Journal. Short Course: “Interviewing for Qualitative Research” Instructor: Sally Maitlis, University of British Columbia Course Summary This short course is designed for those wanting to use interviews in their qualitative research projects. It is suitable both for researchers with relatively little experience conducting interviews and those who are familiar with the interview method but would like to extend their skills in this area. The workshop will include: a) an introduction to different kinds of interview suitable to different research questions, contexts and participants; b) the development of interview questions and follow up probes; c) practice in conducting interviews with peer and instructor feedback; d) discussion of issues such as interviewing on sensitive topics and interview-related ethical issues; e) an introduction to coding and analyzing interview transcripts. The workshop is rooted in classic interview research and writings on the interview method, but is oriented towards skill building, with a significant practical component. Biography Sally Maitlis is an Associate Professor of Organizational Behaviour at the Sauder School of Business, University of British Columbia. She received her undergraduate degree in Psychology from University College, London and her PhD from the University of Sheffield. Her research falls into two main streams: 1) the social and political aspects of organizational sensemaking and decision making processes, and 2) emotion in organizations, with a particular interest in narrative and discursive approaches to emotion. She is also carrying out research at the intersection of these two areas. Most of Sally's work is qualitative, closely observing individual, team and organizational processes as they unfold in real time, and analyzing these processes through talk and text. She is Associate Editor for Non-Traditional Research at the Journal of Management Inquiry, and a member of the Editorial Boards of the Academy of Management Journal, Academy of Management Review, and Organization Studies. Her work has been published in a variety of journals, including the Academy of Management Journal, American Behavioral Scientist, Journal of Management Studies, Journal of Organizational Behaviour, MIT Sloan Management Review, Organizational Science and Organizational Studies. Sally is working with AIM Fellow, Ian Clarke, on a study of collective sensemaking in top management teams, examining the processes through which senior executives collectively interpret and explain their organizations and environments during a period of significant change. CARMA 2014 Summer Short Courses: Wayne State University Page 18 Short Course: “Multi-Level Analysis” Instructor: Dr. Paul Bliese, Walter Reed Army Institute of Research Course Summary The CARMA Multilevel Analysis short course provides both (1) the theoretical foundation, and (2) the resources and skills necessary to conduct a wide range of multilevel analyses. The course covers within-group agreement, nested 2-level multilevel modeling and growth modeling. All practical exercises are conducted in R. Participants are encouraged to bring datasets to the course and apply the principles to their specific areas of research. Course Outline Day 1 1. Introduction and overview to Multilevel Models (PowerPoint) 2. Introduction to R (PowerPoint) a. Exercise 1: Installing R and the multilevel package b. Exercise 2: A Sample Session c. Exercise 3: Importing Data from EXCEL and SPSS 3. Composition Models, Agreement and Reliability (PowerPoint) a. Exercise 4: Estimating Within-Group Agreement and Reliability Day 2 4. Analytic Methods for multilevel modeling (PowerPoint) a. Exercise 5: Data manipulation Functions for Multilevel Models b. Exercise 6: Contextual Models c. Exercise 7: Covariance Theorem Decomposition of Correlations d. Exercises 8-10: Multilevel Random Coefficient Models Day 3 5. Growth Modeling (PowerPoint) a. Exercise 11: Growth Modeling Data Set Up b. Exercise 12: Growth Modeling Example 6. Participant Examples a. Work analytic problems based on participant data Biography Dr. Paul Bliese has published a number of theoretical and methodological papers applying mixed-effects models to occupational health research, sleep research and leadership research. Dr. Bliese serves as an Associate Editor for the Journal of Applied Psychology and has served on the editorial boards of Personnel Psychology and Organizational Research Methods. Dr. Bliese maintains the multilevel library for the open-source statistical language R http://www.rCARMA 2014 Summer Short Courses: Wayne State University Page 19 project.org/. R is a full-featured program with effective data handling facilities, a large collection of tools for data analysis, and publication quality graphical capabilities. The R platform along with the nlme, MASS, lme4, and multilevel libraries offers an extensive array of multi-level modeling tools. Short Course: “Introduction to R” Instructor: Dr. Scott Tonidandel, Davidson College Courses Summary This course will provide a gentle introduction to the R computing platform and the R-Studio interface. We will cover the basics of R such as importing and exporting data, understanding R data structures, and R packages. You will also learn strategies for data manipulation within R (compute, recode, selecting cases, etc.) and best practices for data management. We will work through examples of how to conduct basic statistical analyses in R (descriptive, correlation, regression, T-test, ANOVA) and graph those results. Finally, we will explore user-defined functions in R and lay the groundwork for understanding how to perform more complex analyses presented in later CARMA short courses. Required Software: R Biography Scott Tonidandel joined the faculty in 2002 after receiving his B.A. (1996) from Davidson College and completing his M.A. (1999) and Ph.D. (2001) in industrial/organizational psychology at Rice University. His courses include Psychological Research - Design & Analysis, Psychological Research - Industrial/Organizational, Issues in Psychology, and selected seminars in I/O psychology. Dr. Tonidandel's research interests span a wide variety of topics including issues related computerized testing (like the computerized GRE exam for graduate school), the effects of employee mentoring programs, predictors of leadership effectiveness, and the impact of diversity in organizations. Dr. Tonidandel also conducts research on a variety of statistical and methodological issues as well. Dr. Tonidandel has published over 30 articles (often with student co-authors) in numerous scholarly outlets, such as the Journal of Applied Psychology, Personnel Psychology, Psychological Methods, and Organizational Research Methods, and he currently serves on the editorial board of Organizational Research Methods and is an associate editor for the Journal of Business and Psychology. He is the past chair of North Carolina Industrial-Organizational Psychology group, is a faculty affiliate of the organizational science Ph.D. program at the University of North Carolina-Charlotte, and is a member of the Association for Psychological Science, the Society for Industrial and Organizational Psychology, and the Academy of Management. CARMA 2014 Summer Short Courses: Wayne State University Page 20 Session Two: June 5 – June 7, 2014 Short Course: “Intermediate SEM: Model Evaluation” Instructor: Dr. Larry Williams, Wayne State University Course Summary This course is aimed at faculty and students with an introductory understanding of structural equation methods who seek a better understanding of the challenging process of making judgments about the adequacy of their models. Those who attend should have experience in fitting structural equation models with software such as LISREL, MPlus, EQS, or AMOS. Attendees will be expected to bring their own laptop computers installed with their SEM software, and they should also know how to import data from an SPSS save file into their SEM software program. Attendees will learn out to interpret and report results from SEM analyses, and how to conduct model comparisons to obtain information relevant to inferences about their models, as well as advantages and disadvantages of different approaches to model evaluation. Attendees are invited to bring their own data for use during parts of the short course. Course Outline The course will consist of five sections, with each section having a lecture and lab component using exercises and data provided by the instructor: Review of model specification and parameter estimation Overview of model evaluation Logic and computations for goodness-of-fit measures Analysis of residuals and latent variables Model comparison strategies Short Course: "Advanced SEM II: Missing Data Issue in SEM, Multi-Level SEM and Latent Interactions" Instructor: Dr. Robert Vandenberg, University of Georgia Course Summary The workshop covers three advanced structural equation modeling (SEM) topics: (a) multilevel modeling; (b) latent interactions; and (c) dealing with missing data in SEM applications. The instructor uses the Mplus SEM software package throughout the workshop. To get maximum benefit from this short course, the participants should have the full version of Mplus loaded on their laptops (www.statmodel.com) and bring the laptop with them to the course. The instructor lectures about half of the time with the remaining time devoted to having participants run examples with actual data provided by the instructor. Participants go home with usable examples and syntax. The multilevel modeling section starts out using observed CARMA 2014 Summer Short Courses: Wayne State University Page 21 variables only, and no latent variables. Parallels are drawn in this approach and the other packages such as HLM. The main purpose here, though, is to teach participants the basics of multilevel modeling such as aggregation, cross-level interactions and cross-level direct effects. The workshop advances to using latent variables in a multi-level environment. Particular focus will be on multilevel confirmatory factor analysis whereby separate measurement models are estimated at both the within and between levels. The topic then switches to multilevel path modeling with emphasis on between vs. within modeling, and the estimation of cross-level interaction and direct effects among latent variables. The latent interaction section focuses on specifying interactions among latent variables in SEM models. This section starts out with a review of basic interaction testing within a regression environment (using Mplus). From this foundation, participants will move into specifying interactions among latent variables and how to test hypotheses with interactions. And from this point, the workshop will move into moderated-mediation but from the SEM perspective. The final segment of the short course deals with missing data. A great deal of time at the beginning is spent on missing data patterns and why they occur. The workshop then moves into the old methods of dealing with missing data such as listwise and pairwise deletion, and mean or regression based imputation. The disadvantages of those methods are discussed. We then move into covering the newer methods for dealing with missing data, multiple imputation, and full information maximum likelihood. Participants will be showed how to utilize the latter methods in Mplus. Short Course: “Meta-Analysis and Systematic Reviews” Instructor: Dr. Mike McDaniel, Virginia Commonwealth University Course Summary This course provides the participant with knowledge concerning the major meta-analysis models used in research in organizational science and other sciences. The course also details all steps in conducting a systematic review. Thus, this course is not solely a statistics/methods course but provides the participant with knowledge needed to conduct a meta-analysis and systematic review consistent with the Meta-Analysis Reporting Standards (MARS). Free software is made available to the participants and hands-on practice in the software is incorporated into the course. The course also addresses emerging topics in meta-analysis and systematic reviews including a detailed treatment of publication bias. Biography Michael A. McDaniel is a Professor at Management at Virginia Commonwealth University. He is a practitioner and methodologist in meta-analysis and systematic reviews. He has taught the CARMA meta-analysis course for a decade. He applies meta-analysis to topics in management and serves as methodological support on meta-analyses in other disciplines. His recent methodological work has focused on publication bias in the management research literature. He has published in Organizational Research Methods, Journal of Applied Psychology, Personnel Psychology, and Intelligence. He is a Fellow of the American Psychological Association, the Association for Psychological Science, and the Society of Industrial and Organizational Psychology. He is a member of the Academy of Management. CARMA 2014 Summer Short Courses: Wayne State University Page 22 Short Course: "Ethnography and Ethnographic Methods" Instructor: Dr. Michael Pratt, Boston College Course Summary The purpose of this workshop is to aid qualitative researchers in designing and implementing ethnography or a qualitative research project that includes some ethnographic elements (e.g. ethnographic interviews). The course will be comprised of three major sections: (a) designing an ethnographic study; (b) ethnographic skill building, including interviews, observation, and data analysis; and (c) writing and publishing your ethnographic research. The course will combine readings, “tales from the field” / discussions regarding the unique tensions and challenges of doing ethnographic research, and hands-on learning. Participants are invited to bring samples of their own data to the session. However, no experience with qualitative methods is required prior to taking this course. Biography Michael G. Pratt (Ph.D. University of Michigan) is the O’Connor Family Professor in the Management and Organization Department, and a Winston Center for Leadership and Ethics Fellow at Boston College. He is also an affiliated faculty member in the Department of Psychology. Prior to joining Boston College in 2008, he was a professor of organizational behavior at the University of Illinois. Dr. Pratt is currently an associate editor for the Administrative Science Quarterly, and was the inaugural qualitative associate editor for the Academy of Management Journal. His research is cross-level, process-oriented, and problemcentered. His most current projects center on the themes of identity, occupations, work, ambivalence, and meaning-making. He also writes about how to design and publish qualitative research. His work has appeared in various outlets, including the Academy of Management Annual Review, Academy of Management Journal, Academy of Management Review, Administrative Science Quarterly, OBHDP, Organizational Research Methods, Organizational Science, Qualitative Inquiry, as well as in numerous edited books. He has also co-edited a book, Artifacts and organizations: Beyond mere symbolism (with A. Rafaeli, 2006, Lawrence Erlbaum Associates). Dr. Pratt was a recipient of the 2007 Best Paper Award for the Academy of Management Review (with Erik Dane). Short Course: “Multivariate Statistics with R” Instructor: Dr. Steve Culpepper, University of Illinois Urbana-Champaign Course Summary This course continues the introduction to R from the first session by covering advanced topics related to multivariate statistics. We will cover topics related to data management for CARMA 2014 Summer Short Courses: Wayne State University Page 23 multivariate data and will provide an overview of plotting and visualizing multivariate data in R. Specific learning outcomes include learning how to conduct analyses involving: Multiple regression and diagnostics Binary, multinomial, and ordinal logistic regression Exploratory factor analysis and principal components Multivariate regression, canonical correlation, and MANOVA Topics in statistical computation (e.g., bootstrapping, Monte Carlo simulation) The session will provide participants with some discussion of necessary background knowledge and practical exercises. Required Software: R Biography Educational Background PhD, Educational Psychology, University of Minnesota, 2006 Research Interests Statistical methods in education and psychology Fairness and bias in educational testing Item response analysis Visualization and statistical computing Selected Publications Mathieu, J., Aguinis, H., Culpepper, S. A., & Chen, G. (2012). Improving the accuracy of inferences about cross-level interaction tests in random coefficient modeling. Journal of Applied Psychology, 97, 951-966. (Authors contributed equally and order was determined randomly) Culpepper, S. A. (2012). Evaluating EIV, OLS, and SEM estimators of group slope differences in the presence of measurement error: The single indicator case. Applied Psychological Measurement, 36, 349374. Culpepper, S. A. (2012). Using the criterion-predictor factor model to compute the probability of detecting prediction bias with ordinary least squares regression. Psychometrika, 77, 561-580. Culpepper, S. A. & Aguinis, H. (2011). Using analysis of covariance (ANCOVA) with fallible covariates. Psychological Methods, 16, 166-178. Culpepper, S. A. & Aguinis, H. (2011). R is for revolution: A review of a cutting-edge, free, open source statistical package. Organizational Research Methods, 14, 735-740. Aguinis, H., Culpepper, S. A., & Pierce, C. A. (2010). Revival of test bias research in preemployment testing. Journal of Applied Psychology, 95, 648-680. Culpepper, S. A. (2010). Studying individual differences in predictability with gamma regression and nonlinear multilevel models. Multivariate Behavioral Research, 45, 153-185. CARMA 2014 Summer Short Courses: Wayne State University Page 24 Culpepper, S. A. (2009). A multilevel approach for nonlinear profile analysis of dichotomous data. Multivariate Behavioral Research, 44, 646-667. Culpepper, S. A. & Davenport, E. C. (2009). Assessing differential prediction of college grades by race/ethnicity with a multilevel model. Journal of Educational Measurement, 46, 220-242. CARMA 2014 Summer Short Courses: Wayne State University Page 25 Short Course: "Alternatives to Difference Scores: Polynomial Regression and Response Surface Methodology" Instructor: Dr. Jeff Edwards, University of North Carolina at Chapel Hill Course Summary For decades, difference scores have been used in studies of fit, similarity, and agreement in organizational research. Despite their widespread use, difference scores have numerous methodological problems. These problems can be overcome by using polynomial regression and response surface methodology to test hypotheses that motivate the use of difference scores. These methods avoid problems with difference scores, capture the effects difference scores are intended to represent, and can examine relationships that are more complex than those implied by difference scores. This short course will review problems with difference scores, introduce polynomial regression and response surface methodology, and illustrate the application of these methods using empirical examples. Specific topics to be addressed include: (a) types of difference scores; (b) questions that difference scores are intended to address; (c) problems with difference scores; (d) polynomial regression as an alternative to difference scores; (e) testing constraints imposed by difference scores; (f) analyzing quadratic regression equations using response surface methodology; (g) difference scores as dependent variables; and (h) answers to frequently asked questions. Biography Jeff Edwards’ research and teaching focus on individual and organizational change, person-organization fit, stress and coping in organizations, and strategies that jointly promote employee well-being and corporate competitiveness. He also conducts methodological work concerning the design, measurement and analysis of research in organizations. Dr. Edwards is an award-winning teacher and researcher. At UNC, he received the Distinguished Teaching Award for Post-Baccalaureate Instruction, the Weatherspoon Award for Excellence in PhD Teaching and the Weatherspoon Award for Excellence in Research. In his field, he has been elected as a fellow of the Academy of Management, American Psychological Association, Society for Industrial and Organizational Psychology and Center for the Advancement of Research Methods and Analysis. He also received the Distinguished Career Award from the research methods division of the Academy of Management. He has also consulted, conducted applied research, and taught executive development courses with numerous organizations, including Alcoa, Burlington Industries, ExxonMobil, General Electric, General Motors, GlaxoSmithKline, Johnson & Johnson, Kaiser Permanente, Misys Healthcare, Quintiles, SonyEriccson, Wachovia, W.C. Bradley, Westinghouse, Whirlpool and the U.S. Department of Defense. Dr. Edwards served as the chair of the management, organizational behavior and strategy, and organizational behavior areas at UNC Kenan-Flagler from 2000-10. He has served on the School’s research committee since 1997. Previously he held positions with the University of Virginia and the University of Michigan. He has held leadership positions at the Academy of Management, serving as chair of the research methods division and representative-at-large for the research methods and organizational behavior divisions. He has served as editor of Organizational Behavior and Human Decision Processes and as associate editor of the Journal of Organizational Behavior, Organizational Research Methods and Management Science. He received his PhD and MBA from Carnegie Mellon University and his BA from UNC-Chapel Hill. Short Course: “The Craft of Writing Qualitative Research” Instructor: Dr. Karen Golden-Biddle, Boston University Course Description This CARMA Short Course concerns the theory and craft of writing work that based on qualitative data for academic publication. Our focus on writing will emphasize the how as well as what of our written products. We will come to understand writing conventions, strategies and practice; how puzzles and complications are developed; how theorized storylines are crafted for the genre of academic journals; and the critical necessity of, and skills required, to seek and hear feedback and to revise one’s manuscript. This CARMA Short Course will be conducted as a “studio” in which we use our time together to collectively examine and experiment with what is involved in academic writing in much the same way as actors work together to hone their craft. We will “do” writing as we learn about the craft of writing. Toward that goal, we will have morning class sessions in which we will digest readings and practice writing elements. After lunch, I will hold writing consults during which I will engage with class participants’ work on an individual basis. Although focused on an individual’s work, these consults are very much community in spirit – indeed sharing our work is an essential part of writing our work. Thus, these writing consults will be open on a voluntary basis to all enrolled in the class. Thus, the success of our time together will depend heavily on preparation for the morning session as well as bringing a willingness to share our work, and do writing as well as talk about writing. Required Software: Your preferred writing/word processing software Biography Karen Golden-Biddle is Senior Associate Dean, Everett W. Lord Distinguished Faculty Scholar and Professor of Organizational Behavior at Boston University School of Management. She studies organizational and system transformation, and is especially interested in highly professionalized settings such as healthcare and universities with socially significant missions. Currently, she is integrating her work on discovery processes in research with her ethnographic studies of change to theorize how people in organizations come to collectively create and sustain desired change, e.g. the creation and enactment of innovative care delivery models that foster high quality patient-centric care and better patient outcomes. Her latest book (Golden-Biddle and Dutton, 2012) brings together a diverse and talented group of organizational scholars to examine the creation of desired societal change in the domains of poverty and low wage work; environment and sustainability; and health care access and innovation. A special section also profiles individual and collective change agency. Information on this book can be found at: http://www.psypress.com/using-a-positive-lens-to-explore-social-change-and-organizations 9780415878869 Short Course: “Advanced Multi-Level Analysis” Instructors: Dr. Paul Bliese & Dr. Gilad Chen, University of Maryland- College Park Course Description The CARMA Advanced Multilevel Analysis short course provides both (1) the theoretical foundation, and (2) the resources and skills necessary to conduct advanced multilevel analyses. The course covers both basic models (e.g., 2-level mixed and growth models), and more advanced topics (e.g., 3-level models, discontinuous growth models, and multilevel moderated-mediation models). Practical exercises, with realworld research data, are conducted in both R and MPlus. Participants are encouraged to also bring datasets to 27 the course and apply the principles to their specific areas of research. The course is best suited for faculty and graduate students who have at least some foundational understanding of conducting multilevel analyses. Module 1: 2-Level Mixed Models: Cross-Level Main Effects & Interactions Introduction to multilevel modeling in R and MPlus Exercise 1a: Mixed modeling in R Exercise 1a: Mixed modeling in MPlus Module 2: Analyzing change and growth Exercise 2a: Growth modeling in R Exercise 2a: Growth modeling in MPlus Module 3: Bayes Estimates and lme4 Bayes Estimates using lme in R Specifying models in lme4 Module 4: Discontinuous growth models Examples using R Module 5: 3-level models; moderated-mediation models Examples using R and MPlus Required Software: R (download here), MPlus (order the full version, try the free demo version) “Multivariate Statistics with R” Dr. Steven Culpepper, University of Illinois Urbana-Champaign This course continues the introduction to R from the first session by covering advanced topics related to multivariate statistics. We will cover topics related to data management for multivariate data and will provide an overview of plotting and visualizing multivariate data in R. Specific learning outcomes include learning how to conduct analyses involving: Multiple regression and diagnostics Binary, multinomial, and ordinal logistic regression Exploratory factor analysis and principal components Multivariate regression, canonical correlation, and MANOVA Topics in statistical computation (e.g., bootstrapping, Monte Carlo simulation) The session will provide participants with some discussion of necessary background knowledge and practical exercises. Required Software: R Biography for Gilad Chen Dr. Gilad Chen is the Ralph J. Tyser Professor of Organizational Behavior and Department Chair in the Management & Organization Department, at the University of Maryland’s Robert H. Smith School of Business. He received his bachelor degree in Psychology from the Pennsylvania State University in 1996, and his doctoral degree in Industrial/Organizational Psychology from George Mason University in 2001. Prior to joining the Smith School, Dr. Chen was on the faculty at the Georgia Institute of Technology and Texas A&M University, and a visiting scholar at the Hong Kong University of Science and Technology, Technion, and Tel-Aviv University. 28 Dr. Chen teaches courses on a variety of organizational behavior, human resource management, and methodological topics. His research focuses on work motivation, adaptation, teams and leadership, with particular interest in understanding the complex interface between individuals and the socio-technical organizational context. He has won several research awards, including the 2007 Distinguished Early Career Contributions Award from the Society for Industrial and Organizational Psychology, and the 2008 Cummings Scholar Award from the Organizational Behavior Division of the Academy of Management. Dr. Chen is also an elected Fellow of the American Psychological Association, Association for Psychological Science, and Society of Industrial-Organizational Psychology. His research has appeared in such journals as the Academy of Management Journal, Journal of Applied Psychology, Journal of Organizational Behavior, Personnel Psychology, Organizational Behavior & Human Decision Processes, and Research in Organizational Behavior. He is currently serving as Incoming Editor of the Journal of Applied Psychology, where he has previously served as Associate Editor. He is also an editorial board member of the Academy of Management Journal. 29 About CARMA What Is CARMA? The Center for the Advancement of Research Methods and Analysis (CARMA) is a non-profit unit of the School of Business Administration at Wayne State University, located in Detroit, Michigan. CARMA was established in 1997 by Dr. Larry J. Williams (former Chairperson of the Research Methods Division of the Academy of Management and Founding Editor of Organizational Research Methods) and was located at Virginia Commonwealth University in Richmond, Virginia from 1997-2009. Our Goals 1. To provide continuing education on research methods and data analysis (introductory to advanced level topics) for graduate students, faculty at various stages of their careers, and professionals 2. To serve as a resources for those who teach research methods and data analysis 3. To foster a sense of community What Has CARMA’s Impact Been So Far? Last year, 170 universities from throughout the United States and abroad participated; More than 13,257 faculty and students from 68 countries are CARMA Website Users; More than 920 universities have participated in the CARMA Consortium Webcast Program since 2005; More than 3,241 faculty and students have made more than 25,706 requests to watch recordings of CARMA Webcast lectures since the fall of 2004; and More than 1,506 faculty and students from universities throughout the world have attended CARMA Short Courses at VCU since the summer of 2004. Our Programs To help us reach our goals, CARMA has established the CARMA Consortium Webcast Program and the CARMA International Video Library Program. CARMA Consortium Webcast Program The main purpose of this Program is to allow faculty and students the opportunity to hear the latest methodological developments relevant to their research. For many faculty and students, learning about research methods is challenging, and watching and listening to an expert who can present current information in an understandable form is a valuable learning aid. Our Webcasts emphasize the substantive application of methodological developments and can supplement the education that occurs in traditional courses. Membership in the Program occurs at the institutional level, and viewing the live Webcasts as a group can be an important community building activity for department faculty and/or graduate students. We provide training on research methods and data analysis that can benefit the doctoral students and faculty at your institution. This training includes extensive topics in quantitative and qualitative methods. Through our Program, faculty and students from participating universities have access to live Webcasts and an extensive Video Library that address a wide range of topics in research methods used in organizational and social science disciplines. The 2013-2014 Consortium Webcast Program will include 10 one-hour lectures on advanced topics delivered live (with video and audio components) by leading methodological scholars from organizational studies. The 30 live Webcasts are available for group viewing by an unlimited number of participants from each member institution. In addition, the Webcast Program will allow viewers to ask questions, will be supported with relevant PowerPoint slides and background references, and will be made available in our Video Library for unlimited individual viewing throughout the year. The tentative topics and presenters of our live webcasts for 2014-2015 are listed below*: Paul Bliese, University of South Carolina "Ways to Increase Randomization in Organizational Research" James LeBreton, Pennsylvania State University "Practical Recommendations for Measuring Implicit Constructs Via Conditional Reasoning" John Hollenbeck, Michigan State University "The Use of Remote Sensors for Measuring Group Processes and Emergent States" Jason A. Colquitt, University of Georgia "Lab vs. Field OB: Do Findings Converge?" Andrew Hayes, The Ohio State University "A Simple Test of Moderated Mediation" Trevis Certo, Arizona State University "Endogeneity in Strategy Research" Ron Landis, Illinois Institute of Technology "Organization Studies: Is Ours a Hard Science?" Stephen G. West, Arizona State University "Causal Inference in Quasi-Experimental Studies" Jeff Stanton, Syracuse University "Data Mining in Management Research" Jean Bartunek, Boston College "Research Methods Issues in Academic-Practitioner Collaborative Research" *The dates of these webcasts will be announced soon. What Does Membership Include? 31 Unlimited access to 98 hours of recorded lectures in our Video Library, which is available to all faculty and students (at no charge to them as individuals); a full listing of our current Video Library by topic area can be found on pages 14-15 Access to 10 live lectures, which become part of our Video Library, throughout the academic year; and A 50% discount on our Short Courses. To learn more about our program and to register your university as a member of the 2014-2015 Consortium Webcast Program, please visit: http://carma.wayne.edu/Webcasts.asp CARMA International Video Library Program The CARMA International Initiative focuses on connecting with the global research methods community. We are led by our belief in the value and importance of the research methods educational services we offer. To connect with the global research methods community, CARMA has established the CARMA International Video Library Program. This program provides a year-long membership (at the institutional level) to our Video Library and is exclusively for organizations located outside of the United States and Canada. All individuals from a member organization gain free and unlimited access to our Video Library as long as they are a registered CARMA Website User. How can the CARMA International Video Library Program advance faculty and graduate students' research methods learning? Useful for research within a wide variety of disciplines , including management and other business related disciplines, psychology, sociology, education, nursing, social work and public health among many other disciplines Excellent resource for faculty development to help faculty with their research Use in class by instructors looking for a way to compliment their teaching syllabus interactively Recorded lectures are great for use by faculty to raise points of discussion and to engage students in class Helps to promote the quality of research Recognizes and supports various methodologies and approaches for younger researchers, doctoral students and faculty members Videos can be used to clarify doubts, learn more about issues with certain types of methodologies and to introduce doctoral students to various types of quantitative and qualitative methodologies Help doctoral students and faculty in their research and publications in the top journals Great resource for distance learning programs! What Does Membership Include? Unlimited access to 98 hours of recorded lectures in our Video Library, which is available to all faculty and students (at no charge to them as individuals). Ten more video lectures will be added to our Video Library in the upcoming academic year. Related PowerPoint slides, references, abstracts and biographies of presenters are available for each video. A 50% discount on our Short Courses. To learn more about our program and to register your organization for the 2014-2015 CARMA International Video Library Program, please visit: http://carma.wayne.edu/InternationalVideoLibraryProgram.asp 32