Survey Design / Market ResearchSurvey Design / Market Research
Stat Agent accepts a wide range of consultations regardingSurvey Design, Market Research, and Questionnaire SurveysWe accept a wide range of requests involving academic research, marketing research, customer-satisfaction surveys, employee-attitude surveys, regional research, and product-development surveys. We provide integrated support from clarification of research objectives and hypotheses through questionnaire design, participant design, survey implementation, aggregation, and analysis.
Survey design requires more than simply listing questions. It is important toclarify what the survey is intended to reveal,、create a question structure that leads naturally to analysis,、and appropriately design the target population, distribution method, and response format.We therefore emphasize survey designs suited to the objective, including quantitative research, qualitative research, questionnaire surveys, interview surveys, cross-sectional studies, longitudinal studies, exploratory studies, and related approaches.
In recent years, more people have used generative AI to create initial drafts of questionnaire items and survey forms. However, AI-generated output may containleading questions, insufficient response options, unnatural scale design, misalignment with the research objective, or question structures that are difficult to analyze.In academic and applied research especially, it is necessary to consider post-survey analyzability, respondent burden, reliability, and validity. AI output therefore requires professional review rather than being used as-is.
For this reason, Stat Agent emphasizesWe emphasize human review of the research objective, target population, question structure, and analytical methods and refine the design into a feasible survey that leads to meaningful analysis.We can also polish questionnaires already created with AI, organize question items, review response formats, and design post-survey aggregation and analysis.
For clients who are unsure what questions to ask, are struggling with participant selection or distribution methods, or want a professional review of AI-generated questionnaire items, we provide survey-design and market-research support tailored to the objective.
Types of Survey Design and Market Research
[Main Consultation Categories]
| Survey Category | Main content | Where human expertise is difficult to replace with AI | Polishing of AI-Generated Questionnaires and Existing Designs |
|---|---|---|---|
| Questionnaire Surveys |
• Questionnaire surveys • Web surveys • Postal and fax surveys • Customer-satisfaction surveys • Employee-attitude surveys |
To make questions easy for respondents to answer and useful for analysis,judgment is needed in designing wording, response options, and scales.This requires more than automated method selection. | For AI-generated questionnaire items, we review leading wording, redundant questions, insufficient or excessive response options, and inconsistent scales. |
| Interview and Qualitative Research |
• Face-to-face research • Semi-structured interviews • Group interviews • Free-text surveys • Exploratory identification of issues |
To elicit participants' narratives effectively,the order of questions and design of probing follow-up questions are important.. | For AI-generated interview questions, we adjust the flow, ease of response, and consistency with the research objective. |
| Market and Marketing Research |
• Customer-needs research • Product and service evaluation • Pricing and promotion research • Research for sales forecasting • Understanding competitors and the market environment |
To connect research findings to product development and strategic decisions,questionnaire design must produce information that can actually support decision-making.This requires more than automated method selection. | We restructure AI-generated market-research questions into forms that are more useful for practical business decisions. |
| Behavioral Observation and Experience Research |
• Street research • Mystery shopping • Shop-along research • Behavioral observation research • Home-use tests (HUT) |
To capture actual user behavior and experiences,observation items and evaluation criteria must be designed appropriately.. | We refine existing checklists and AI-generated evaluation items into observation sheets that are easy to use in the field. |
| Survey-Design Planning |
• Cross-sectional studies • Longitudinal studies • Quasi-experimental studies • Exploratory studies • Descriptive and correlational studies |
Considering the research objective, target population, timing, and comparison conditions,the design must have appropriate reliability and validity.This is essential to meaningful research. | For AI-proposed survey designs, we review feasibility, sample design, and consistency with the analytical methods. |
| Statistical Data Research and Use of Secondary Data |
• Review of official statistics • Organization of existing materials • Estimation and understanding of market size • Organization of regional data • Organization of evidence supporting a research plan |
This requires judgment concerningwhich data should be used as evidence and whether they are sufficient for the research objective.This requires more than automated method selection. | For market information and statistical-data summaries organized by AI, we strengthen the evidence base, refine wording, and connect the information to the survey design. |
[Other Consultation Types]
• Clarification of research objectives, hypotheses, and research questions
• Preparation of draft questionnaire and interview items
• Design of Likert scales, closed-ended questions, and free-text responses
• Consultation on participant criteria, sample size, and distribution methods
• Organization of questions before building a web-survey form
• Design connecting the survey to post-survey aggregation, visualization, and statistical analysis
• Review of AI-generated questionnaires
• Naturalization and professional refinement of AI-generated questions
• Organization of survey design for reports, conference presentations, and manuscripts
We also accept survey-design and partial requests not listed in the examples above.
You may request only questionnaire review, question drafting, survey-design consultation, or polishing of AI-generated or existing designs..
Depth of Survey-Design and Market-Research Support
[Examples of Levels of Survey-Design and Market-Research Support]
•Basic Design SupportClarification of survey objectives, preparation of draft questions, confirmation of participant criteria, and simple questionnaire design
•Standard Survey SupportQuestionnaire design, Likert-scale design, free-text question design, and question structures developed with aggregation in mind
•Advanced Survey SupportDesign of cross-sectional, longitudinal, quasi-experimental, exploratory, and correlational studies
•Market Research SupportCustomer-needs research, product-evaluation research, pricing and promotion research, and organization of competitor and market environments
•AI-Questionnaire Polishing SupportRefinement of AI-generated questionnaires and questions into academically and practically appropriate forms
•Analysis-Integration SupportDesign organized with post-survey aggregation, visualization, statistical analysis, and report preparation in mind
What matters in survey design is not merely writing questions, but designing in advance what the survey should reveal and how the data will be analyzed. For this reason, we emphasize support that includes the research objective, target population, questions, analytical methods, and presentation of the final report.
Customizing Your Request
For survey-design and market-research support,we provide flexible customization according to the research objective, participant criteria, survey method, number of questions, sample size, and required delivery format.We can organize research for academic studies, marketing research, customer-satisfaction surveys, employee-attitude surveys, regional research, and other uses.
| Customization Item | Description |
|---|---|
| Clarification of Research Objectives and Hypotheses | We organize what the survey is intended to reveal and which hypotheses it should test, establishing the foundation for question design. |
| Questionnaire and Question Development | We design survey questions, interview questions, free-text questions, demographic items, and related content according to the objective. |
| Participant and Sample Design | You can consult us about participant criteria, sample size, distribution methods, and response-collection methods. |
| Question Design with Analysis in Mind | We design questions according to the post-survey analytical methods, including simple aggregation, cross-tabulation, regression analysis, factor analysis, and free-text analysis. |
| Review of AI-Generated Questionnaires | For questionnaires created with AI, we polish leading questions, insufficient response options, inconsistent scales, and misalignment with the research objective. |
| Partial Requests | We also accept partial requests such as question development only, questionnaire editing only, interview-question development only, or survey-design consultation only. |
The scope of support and whether additional fees apply vary depending on the request. If you provide the research objective, target population, sample size, number of questions, survey method, and desired delivery format, we can give more appropriate guidance.
Indicative Fees
| Item | Description | Notes |
|---|---|---|
| Survey Design for Academic Papers | \39,800 | Estimated pricing for design support that considers the research objective, participants, survey method, and analytical methods. |
| Questionnaire Surveys | Approximately 30 participants \54,800 |
Pricing may vary depending on survey content, number of questions, and implementation method. |
| an interview survey. | Approximately 20 participants \59,800 |
Pricing is quoted individually according to question development, participant criteria, and implementation method. |
| Market and Marketing Research | Quoted individually | Pricing for customer research, product evaluation, pricing research, competitor research, and related services is quoted according to the research scope. |
| AI-Questionnaire Polishing | Quoted individually | Review of AI-generated questionnaires, survey questions, and interview questions is quoted according to the content. |
| When pricing may vary | Additional pricing may apply for more questions, larger samples, more complex survey methods, or added analysis design. | We can also recommend sample sizes and numbers of items according to the objective. |
| Check the Fee Schedule | → View the Fee Schedule | You can also review other analytical and related services. |
You may contact us at the stage of “I want advice on questions suited to the research objective” or “I want a professional review of a questionnaire created with AI.”.
If you provide the research objective, target population, number of questions, sample size, survey method, and desired delivery format, we can give more specific guidance.
Contact Us
Over 30,000 consultations / Over 19,000 completed engagementsWe have supported consultations and requests involving analysis outsourcing, statistical processing, survey research, marketing support, and related services. Our experienced consultants carefully listen to your needs andsurvey design, questionnaire survey, interview research, market research, review of AI-generated questionnairesStat Agent team members across Japan take responsibility for supporting our clients.
*We provide the profile of the person responsible for your project when you place an order.
For survey design and market research, contact Stat Agent.
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