Review of Course Activities • What is research? Why conduct it? • What phenomenon will you study? • How to describe the phenomenon you will study? • What designs can you use to study your chosen phenomenon? What phenomenon will you study? • Develop a topic, research question & hypothesis with activity “Select a research question” – Topic Choice • If you wrote some topic words, you got an A • Why? Some exercises (e.g., in class exercises) enable focus on skill mastery rather than performance display Narrowing down a topic • E.g., Narrowing down from Stress using the ‘ways to limit a topic’ framework • Occupational stress • Does occupational stress vary from urban & rural settings • Changes in occupational stress levels over the eras of agriculture, industry, and computerization • Issues with narrowing down your topic – If you used a framework other than the one your provided, logic must be provided/obvious to me • Option of re-submitting with logic Broadening a topic • E.g., Goal setting appraisal systems at PWC – Goal-setting appraisal systems within financial services institutions – HRM practices within international organizations – Not employee compensation (off topic) • E.g., Leadership style of PM Harper – Leadership styles of Conservative vs. Liberal leaders (or N. American vs. European leaders) – Not social behavior (too vague/broad) Students work with research partners • What is the topic of your research project? • Based on the feedback you have so far, is it too narrow/too broad? How can you make it at the appropriate level? – If you used a framework other than the one provided for narrowing down your topic, identify the logic After choosing a topic, develop research questions – Research question vs. Focused research question vary at level of detail • RQ=is there a relationship between networking & career outcomes? • FRQ=Are students who participate in networking activities before graduation more likely to be happier in their chosen careers? – Some did not write FRQs, option to resubmit with FRQs Students work with research partners • What is the research question being answered by your research project? • Based on the feedback you have so far, is it focused enough? After choosing a research question, develop a Hypothesis – Research question vs. hypothesis • RQ= In what ways can absenteeism be reduced? • Hypo= Employee where-about charts reduce the amount of absenteeism – Feedback=most did well on this question Mid-lecture Review • What phenomenon will you study? – Developing a hypothesis • How to describe the phenomenon you will study? • What designs can you use to study your chosen phenomenon? How to describe the phenomenon you will study? 1. Find empirical research using skills learned in electronic database workshop & assignment 2. Describe empirical research on phenomenon Finding empirical research • Descriptiveness of keywords used – e.g., Employee Attitudes=Job satisfaction, work (attitudes toward) commitment, job involvement, employee motivation • ok descriptors= employee characteristics • NOT productivity/performance – Performance on above task correlated with performance on “generating keywords” in “Selecting a Research Question” activity • E.g., When are certain motivational tactics more effective than others? After choosing topic, generate keywords to search for research • E.g., Developing keywords from the research question: “In what ways can students manage their time better” – Time management (perception/estimation) – Academic stress (students) – Study habits/skills – Organizational skills Set goals with feedback on quality of keywords generated • Students (privately) write goals on what to do next – Did you generate good quality keywords? – If no, what should you do for generating good keywords for your research project? Be systematic, after generating accurate keywords • Logic of search – Use “or” to combine keywords generated under ‘job security’ – SEARCH 1 – Use “or’ to combine keywords generated under ‘employee attitudes’ SEARCH 2 – Use “and” to combine results from searches 1&2 – Explain effectiveness of search strategies in terms of operators, relevance of terms used and number of hits generated After conducting a systematic & logical search of existing research using accurate keywords identify relevant articles • Relevancy of articles judged on – Whether it covered both job security & employee attitudes – Abstract was descriptive enough – Number of citations by other articles will be used in ‘rationale’ assignment After choosing relevant articles describe your phenomenon • Briefly, in class • Using worksheet (handout & online posting) on how to describe phenomenon you will study Describe the phenomenon you will study orally • Students work with research partners & write down answers to questions (5 min) and answer orally (5min) – Describe the phenomenon in words/in a diagram (see example on next page) – Why you are interested in it? – How may you/others benefit from researching it? Adapted from Poe, 1999 Example of Describing with a diagram Productivity Frequency of Help Social Status Describing with a figure Frequency of help influences social status Describing results with a chart Productivity Social Standing Frequency of help Positive Positive How to describe the phenomenon with worksheet • Give specific, relevant & sufficient detail about sources depending on assignment • Methodology=Measures used? N? • Rationale=Size/direction of correlation? Differences in means? Significance level? Relevance should be obvious to reader! Beware of jargon! Students describe articles found for own research project or describe meta-analytic study by Kluger & DiNisi with worksheet, copy of article & figure After describing the phenomenon, identify research designs you can use • Based on lectures, in-class exercises & readings – Do you have the resources to study your chosen phenomenon • People (at least 50 units) • Time (by Feb 2007) • Materials Mid-lecture Review • What phenomenon will you study? – Developing a hypothesis • How to describe the phenomenon you will study? • What designs can you use to study your chosen phenomenon? • How to explain why your phenomenon may/may not occur After describing the phenomenon, understand why • Why does the phenomenon occur/not occur in current research – A.K.A. Will the study work? In what way can it not work? Why would it not work? Can you think of explanations for why the counter hypothesis may be supported? • Counter hypothesis vs. alternative hypothesis vs. null hypothesis Hillocks, 1985; Sternberg, 1999 Recall example of explaining with a diagram from economist reading Productivity Efficiency in resource exchange Information about others’ interests Frequency of Help Liking for helper Social Status There are different types of explanations • How vs. Why • Using different types of variables Explaining at different levels How vs. Why • E.g., Meta-analysis article by Kluger & DiNisi – Why does feedback not work in one-third of the studies examined? (FRQ) • Narrowing down from the theoretical framework to specific variables that operate in specific situations – How does feedback work? (RQ) • Using multiple variables (i.e., a theoretical framework) to understand the phenomenon Explaining at different levels How vs. Why • E.g., Frequency of helping article – Why does helping affect productivity & social status in some situations but not in others? – How does helping work? One-sidedness of help determines whether helping affects social status One-sidedness of help determines whether helping affects productivity Explaining at different levels How vs. Why • Frequency of helping article – Why does helping affect productivity in some situations but not in others? • Generate small diagrams – How does helping work? (RQ) • Generate Framework Summary of both figures to understand when helping does or does not work Productivity Social Standing Frequency of help Positive One-sidedness of help Curvilinear Positive Positive Example of framework on how frequency of helping works Productivity Information about others’ interests leads to Efficiency in resource exchange Frequency of Help One-sidedness of help Liking for helper Social Status There are different types of explanations • How vs. Why • Using different types of variables – Inner variables vs. outer variables Explaining with different types of variables • Inner variable that is evoked to explain why the two outer variables are linked = Mediating Variable • Outer variable evoked to explain why the relationship between two outer variables can change = Moderating Variable Explaining with mediating variables Productivity Efficiency in resource exchange Information about others’ interests Frequency of Help Liking for helper Social Status Explaining with a Moderating Variable Productivity Frequency of Help One-sidedness of help Social Status A framework has mediating & moderating variables Productivity Information about others’ interests leads to Efficiency in resource exchange Frequency of Help One-sidedness of help Liking for helper Social Status Students apply what you learned • Look at more examples of diagrams with mediating & moderating variables on following slides • Generate a framework for how does feedback work? • Develop a focused research question on why the feedback method used by instructor works in class Copyright © 2003 John Wiley & Sons, Inc. Sekaran/RESEARCH 4E FIGURE 5.8 Copyright © 2003 John Wiley & Sons, Inc. Sekaran/RESEARCH 4E FIGURE 5.9 Copyright © 2003 John Wiley & Sons, Inc. Sekaran/RESEARCH 4E FIGURE 5.10 What you learned today • Identifying the phenomenon you will study – Identifying a topic & developing a hypothesis • Describing the phenomenon you will study – Identifying descriptive keywords to search for articles – Being logical in combining keywords when searching – Using worksheet to describe relevant & sufficient details based on assignment requirements • Explaining why the phenomenon may/may not occur – Framework vs. Mediating vs. Moderating variable • A research question vs. a focused research question