AKA | N/A |
Classification | Analyzing/Trending (AT) |
A thematic content analysis is used to surface clusters or patterns of related data among raw data collected from survey respondents. The purpose for this analysis is to identify major recurring themes that reflect respondents' concerns or perceived problems.
To uncover concerns, issues, or potential problems in an organizational survey results analysis.
To count and allocate similar responses into category or major themes.
To identify related data clusters or patterns among respondents' data.
Select and define problem or opportunity | |
→ | Identify and analyze causes or potential change |
→ | Develop and plan possible solutions or change |
Implement and evaluate solution or change | |
→ | Measure and report solution or change results |
Recognize and reward team efforts |
1 | Research/statistics |
Creativity/innovation | |
Engineering | |
Project management | |
Manufacturing | |
2 | Marketing/sales |
Administration/documentation | |
Servicing/support | |
3 | Customer/quality metrics |
Change management |
Typical raw data collection methods are mailed questionnaires, various types of surveys, focus groups, and interviews.
before
Data Collection Strategy
Focus Group
Surveying
Interview Technique
Questionnaires
after
Cluster Analysis
Customer Satisfaction Analysis (CSA)
Consensus Decision Making
Different Point of View
Response Data Encoding Form
STEP 1 Upon the completion of an organizational survey, employee opinion survey, or other data collection effort, the response data is sorted and identified for a thematic content analysis. See example Organizational Support for Self-Directed Work Teams.
STEP 2 A thematic content analysis form is prepared by the data analyst. This form is used to record the responses of interest.
STEP 3 All data are examined and similar responses are combined for each question of interest. Frequency data of how often this response was given is also recorded as shown in the example.
STEP 4 Finally, when all meaningful response data have been recorded and summarized, major themes are identified using linkages, as shown in the example.
STEP 5 The completed document is dated and presented to the quality department's management for further action.