Understanding Research Methodologies for Effective Data Collection
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Explore various qualitative and quantitative research methodologies, including surveys, interviews, case studies, and observational techniques. Learn the steps involved in constructing questionnaires, collecting, and analyzing data.
Understanding Research Methodologies for Effective Data Collection
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Presentation Transcript
Qualitative • Interview • Unstructured • Semi-strutured • Structured
Qualitative • Direct observation • Observing & recording actual behavior, rather than reported or recalled behavior. • Observations may focus on an individual, a location, event • Observer records as much behavior as possible, including actions, conversations, and descriptions of the locale and persons observed.
Qualitative • Pile sorting • Allowing informants to group together items according to their own system of categorization. • Informantsare asked to sort cards on which relevant items are written, drawn or attached. • They are then asked to explain the basis on which they sorted the cards.
Qualitative • Case Study • In-depth analysis of a single entity • Can be quantitative as well • Can do a collective/multiple/multi-site case study
Qualitative • Photo elicitation • Interviews using photos & video • Homeless leisure • Sense of community • Focus Group
Qual/Quan Mix • Nominal Group Technique • Delphi Technique • Q-Sort • Used for subjective areas of study • See example
Quantitative • Survey instruments • New instrument • Pilot test to establish validity & reliability • Existing instrument • Permission • V & R established • Modified instrument • Permission & possibly pilot test/panel of experts • Need to establish V & R
Types of Survey • Questionnaire • Paper & pencil • Electronic • Interview • Answer questions orally
Process • Determine the objectives • Delimit the sample • Construct the questionnaire • Conduct the pilot study (if needed) • Establish the distribution process • Collect & analyze the data
1. Determine the Objectives • No plan, weak results • Plan the entire survey • Every objective needs 1+ question(s)….
1. Determine the Objectives • To determine the quality of the graduate admissions process
1. Determine the Objectives • To determine the quality of academic advising.
1. Determine the Objectives • To evaluate student financial motivations
2. Delimit the Sample • Who is the sample? • How do you get to them? • What is the sample size?
3. Construct Questionnaire • Writing questions • Types of questions • Structure • Layout & design • Scales of measurement
3. Construct Questionnaire Types of Questions (5) • Experience/behavior questions • Opinions/values/attitudes questions • Feeling questions • Knowledge questions • Demographics questions
3. Construct Questionnaire Types of Questions (1 of 5) • Experience/behavior questions • What a person does/has done • How many times have you ridden your bicycle to school in the last month? • What intramural programs are you currently registered for thru campus rec? • What ISU athletic events will you attend this week? Past Present Future
3. Construct Questionnaire Types of Questions (2 of 5) • Opinions/values/attitudes questions • Cognitive & interpretive processes held by an individual • What you think about something • Needs & interests
3. Construct Questionnaire Types of Questions (2 of 5) • Opinions/values/attitudes questions • What did you like most about the trip taken through Adventure Connection? • When you call the ROE, are the receptionists usually very helpful, helpful, somewhat helpful, or not helpful? • Would you support the addition of a practice facility to Redbird Arena? Past Present Future
3. Construct Questionnaire Types of Questions (3 of 5) • Feeling questions • Emotional responses to experiences • How do you feel about the quality of programming at Braden Auditorium? • How responsive do you feel the staff is to your needs at Student Health Services? Past, present…no future
3. Construct Questionnaire Types of Questions (4 of 5) • Knowledge questions • Factual information participant has • What is your resting heartbeat during Zumbaclass? • What are the 5 types of canoe strokes? Past, present…no future
3. Construct Questionnaire Types of Questions (5 of 5) • Demographics questions • Personal characteristics • Age, gender, race/ethnicity, geographic location, income, # of children • What is your age? q under 25 years q 25-40 q 41-55 q over 55 Past, present…no future
3. Construct Questionnaire Question Structure
3. Construct Questionnaire Question Structures • Open ended • Closed ended • Unordered closed ended • Ordered forced choice • Partially closed ended
3. Construct Questionnaire Open Ended • Respondent supplies the answer • Used when variety of info is needed • Used to collect qualitative data
3. Construct Questionnaire Open Ended • How could the ISU Homecoming parade be made more accessible for people with disabilities? • What 3 services do you feel IAPHERD should offer to its members? • What services provided by the Athletic Study Center are most valuable?
3. Construct Questionnaire Open Ended • Did you enjoy playing in the soccer league? • Poorly written O.E. question • Revision: • What did you enjoy most about the soccer league?
3. Construct Questionnaire Open Ended - Advantages • Advantages • Richer information • Answers less influenced by the evaluator • Questions easy to write
3. Construct Questionnaire Open Ended - Disadvantages • Disadvantages • Lack of uniform responses • Difficult to analyze • Takes longer for respondent to complete • People don’t like them
3. Construct Questionnaire Closed ended • Specific responses are provided • Overall, how satisfied were you with the MCH renovations? • Very satisfied • Satisfied • Dissatisfied • Very dissatisfied
3. Construct Questionnaire Closed ended • Issues with these questions • Responses should never overlap • Less than 20,000 • 20,000-40,000 • 40,001 + • List all possible responses
3. Construct Questionnaire Closed ended • Advantages • Easily coded and tallied • Easy to administer • Easy to analyze • Disadvantages • Sometimes difficult to provide all answers • Makes them invalid • No opportunity to explain answers
3. Construct Questionnaire Closed ended • 2 types of closed ended • Unordered closed ended responses • Ordered forced choice • Likert Scales • Semantic differentials • Ranking • Self-Assessments
3. Construct Questionnaire Closed ended • Unordered closed ended responses • Items have no particular value associated with them • What activities have you participated in within the last 6 months thru Campus Rec? __ Aerobics __ Body Pump __ Kickboxing __ Personal Trainer
3. Construct Questionnaire Closed ended (forced choice) • Ordered forced choice • Ranks responses • Scales of measure • Likert scales….
3. Construct Questionnaire Closed ended (Likert) Strongly Agree Agree No Opinion Disagree Strongly Disagree The staff was courteous The staff was knowledgeable I am satisfied with the service I received The facility was clean • 4 3 2 1 • 5 4 3 2 1 • 5 4 3 2 1 • 5 4 3 2 1
3. Construct Questionnaire Closed ended (forced choice) • Ordered forced choice • Likertscales • Uses balanced “ + “ & “ – “ responses • 4-6 responses • See website • Even vs. odd # of responses • Grid/matrix like format • Easy to score
3. Construct Questionnaire Closed ended (forced choice) • Ordered forced choice • Semantic differentials • Polar responses • Used for attitudes & meanings of things • Vary placement of positive & negative statements along 1 side of page • Often 7 point response scale
3. Construct Questionnaire Semantic Differential Please indicate your perception of the leadership ability of your coach. Circle where you believe she/he falls on the scale. Dedicate 7 6 5 4 3 2 1 Undedicated Strict 7 6 5 4 3 2 1 Lenient Organized 7 6 5 4 3 2 1 Disorganized + - +
3. Construct Questionnaire Would you say our web site is: Very Attractive Very Unattractive 7 6 5 4 3 2 1 0
3. Construct Questionnaire Closed ended (forced choice) • Ordered forced choice • Semantic differentials • Weakness: • Adults need strong understanding of the language • Not good for children • Strengths • Show strength of feelings • Easy to write & analyze
3. Construct Questionnaire Closed ended (forced choice) • Ordered forced choice • Rankings • Assess relative meaning of things • Use less common statistics (can’t average) • Spearman Rank Order Correlation • Relationship to other rankings • Too many items can be confusing • 6-8 work • Need to give very clear directions • Ties; High vs. Low
3. Construct Questionnaire Rank Order Rank the following 5 activities from what you like to do the most to what you like to do the least. Your favorite activity would receive a “1” and your least favorite activity would receive a “5”. Please do not give more than 1 item the same number. _____ Swimming _____ Hiking _____ Biking _____ Running _____ Walking
Rank Order • Strengths • Each item has a unique value • Weaknesses • Force respondents to differentiate between items that they may regard as equivalent • Earlier in the list are more likely to be ranked highest • Takes 3 times longer to answer
Rank Order vs Rating • Rating question asks to compare different items using a common scale • Ranking question asks to compare different items directly to one another • Rating questions higher R & V • Use ranking to set priorities
3. Construct Questionnaire Closed ended (forced choice) • Ordered forced choice • Self Assessments • Describe where you fall on a scale • Based on a 1-5 scale with 1 being low and 5 being high, after taking this course, how do you rate your knowledge of survey design?
3. Construct Questionnaire Partially Closed Ended • Some responses with room for comments • “Other” • Develop as many responses as possible to minimize “other” responses…