applying qualitative methods in intervention research glorian sorensen, phd, mph harvard school of...

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Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts, USA

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Page 1: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Applying Qualitative Methods in

Intervention Research

Glorian Sorensen, PhD, MPHHarvard School of Public Health

Dana-Farber Cancer InstituteBoston, Massachusetts, USA

Page 2: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Overview

• Uses of qualitative methods• Toolbox of qualitative methods• Integration of qualitative and quantitative

methods• Focus group methods• Examples from my research in the US and

India

Page 3: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Qualitative versus quantitative: When to

use what?Qualitative QuantitativeSubject matter is unfamiliar Subject matter clearly defined

Exploratory research, when relevant concepts are unknown or their definitions unclear

When measurement problems are minor and have been resolved

When meaning rather than frequencies are sought

When detailed numerical description of a representative sample is required

When flexibility of approach is needed to allow for discovery of unexpected; in-depth investigation

When repeatability of measurements is important

For studying selected issues, cases or events in detail

When generalizability of results and comparison across populations is needed

Page 4: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Study design

• Research question and guiding theoretical framework

• Qualitative research study design and methods – sampling (non-random, purposive, theoretically-

based)– gaining access – choosing data collection methods (interviews,

documents, observation, etc)– ethical considerations– validity

• Analysis• Reporting

Page 5: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Qualitative methods toolbox

• Individual interviews (structured, semi-structured)

• Group interviews (focus groups and non-focus groups)

• Observation (participant, unstructured, structured)

• Document and archive reviews

Page 6: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

On combining qualitative and

quantitative• Explore or refine constructs for surveys• Pre-test surveys• Pre-test intervention materials• Plan for survey administration• Interpret quantitative results• Understand process of change that may be

measured through surveys

Page 7: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Illustrative example combining qualitative

and quantitative methods• Research problem: High rates of smoking

among construction laborers• Research aims:

– conduct formative research to assess smoking patterns and factors associated with smoking among laborers

– develop and test a smoking cessation intervention, using an RCT design

Page 8: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Laborers and smoking: How can qualitative methods enhance

study? • Survey constructs and administration• Develop intervention strategies and messages• Assess intervention components• Interpret quantitative study results

Page 9: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Focus groups: What and why?

• Facilitated small group discussion• Experiences and perspectives• Exploring specific area of interest in detail;

particularly useful for sensitive topics• Interaction among members is key• Not for generalizing findings

Page 10: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Focus groups vs. other methods

Individual interviews+ multiple perspectives + observe interactions+ participants help each other clarify ideas- difficult to manage- reluctant to reveal in group setting- social norms influence responses

Page 11: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Focus groups vs. other methods

Observation+ more efficient+ easier access- relying on reports of behavior vs. actual observations

of behavior- not a natural setting

Page 12: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Ethical considerations

• Informed consent • Provide project description at start of group • Clarify confidentiality and anonymity (within

group as well)

Page 13: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Application of qualitative methods:

Example • Research questions

– how do construction laborers view health risks associated with occupational exposures, poor nutrition, and tobacco use?

– what kinds of health promotion strategies will effective in decreasing in tobacco use and increase in consumption of fruits and vegetables?

Page 14: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Qualitative methods

• Direct observation of worksites (for project staff to learn about range of work tasks, and understand where/when/with whom workers smoke, what they eat at break/meals, sources of food)

• Group and individual interviews (two waves of interviews)

• Formed a qualitative research working group for project

Page 15: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Sampling

• Observation: convenience sample; close by; no major differences by region

• Group and individual interviews: stratified by region; include racial/ethnic, gender, and age mix; current and former smokers

• Recruitment and gaining access: through international union; training sites (bias?)

Page 16: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Topic guide development

• Based on theoretical model we developed by mixing existing models (behavioral theories and work environment policy theory)

• Working group developed topic guide• Pilot tested and refined guide• Revised throughout data collection (iterative)

Page 17: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Data collection and analysis

• Trained staff to conduct interviews and code data

• Collected data and almost immediately began analysis:– group discussions– coding (structural and thematic, multiple coders)– creation of themes document– revision of focus group guides – retrieving codes for thematic analysis

Page 18: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Application of results to the intervention

• Identify themes in qualitative data• Define intervention methods• Incorporate into intervention messages• Reflect in visuals in materials• Use in staff training • Apply to quality assurance

Page 19: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Examples within the laborers’ intervention

materialsValue of being fit for work

“Being a Laborer is a demanding job. You face hazards every day, and being healthy and fit enough to meet challenges is important… Being healthy means you’ve got the strength you need to get the job done — and take care of other responsibilities too.”

[General President’s introduction to the TFR]

Page 20: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Examples within the laborers’ intervention

materialsValue of family and friends

“Tobacco use can be a problem for your family members and your LIUNA brothers and sisters too. That’s because secondhand smoke causes over 53,000 deaths a year among people who don’t even use tobacco — spouses, co-workers, buddies.”

Page 21: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Examples within the laborers’ intervention

materialsHealth concerns

“…[O]ne thing you can do is make good decisions about your health. Sometimes that means talking to your steward if you’re worried about on-the-job exposures or hazards. Other times, it means taking control of your personal health, and doing what you can to make your body stronger and healthier. This is where [the program counselor] can help.”

Page 22: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Examples within the laborers’ intervention

materials

Page 23: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Planned tobacco control research in

India• Analysis of Global School Personnel Survey• Focus groups to elucidate observed

relationships• Apply to intervention development

Page 24: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Summary: Applications of qualitative methods

in intervention research

• Understanding the social context of the population

• Survey development• Intervention design• Staff training• Understanding the process of observed

changes

Page 25: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Focus groups: Size and number

• Six to eight participants• Over-recruit slightly and reminder about group

day before• Three to five groups per topic of interest • Saturation: when stop hearing new info

Page 26: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Constructing a topic guide

• Avoid close-ended questions: going for experience and perspectives

• Based on your research questions• Topic areas, then questions within each topic,

list probes• Start with icebreakers and “easy” question

Page 27: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Data management and analysis

• Transcribe recordings and check• In-depth analysis• Analysis across groups by theme

Page 28: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Focus groups: Composition

• Purposive • Sub-groups — return to your research question • Homogenous vs. heterogeneous

Page 29: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Logistics

• Eligibility screening• Conducted in primary language of group• Length: 1-2 hours, no more• Location: convenient• Tape record• Take notes (note-taker)• Incentives

Page 30: Applying Qualitative Methods in Intervention Research Glorian Sorensen, PhD, MPH Harvard School of Public Health Dana-Farber Cancer Institute Boston, Massachusetts,

Qualitative methods

Focus group facilitation

• Two people: facilitator and note-taker• Show interest and respect• Introduce group members and yourself• Actively listen; follow leads but stay “on topic”• Encourage between-participant discussion;

avoid group interview dynamic• Eye contact tip