Coursera

Conjoint to Cluster: Survey Design and Segmentation 专项课程

Coursera

Conjoint to Cluster: Survey Design and Segmentation 专项课程

Master Survey Research From Design to Insight.

Build professional survey, segmentation, and research analytics skills from the ground up.

LearningMate

位教师:LearningMate

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4 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • Design GDPR-compliant primary research studies, write unbiased survey questions with skip logic, and calculate statistically valid sample sizes.

  • Conduct qualitative interviews and AI-enhanced focus groups, applying thematic coding to synthesize findings into actionable business insights.

  • Segment customers using RFM models and buyer persona frameworks to identify high-value groups and optimize targeted marketing investments.

  • Apply conjoint analysis and no-code workflow automation to design sophisticated research studies and eliminate manual data management bottlenecks.

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授课语言:英语(English)
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专业化 - 13门课程系列

Primary Research and GDPR Compliance

Primary Research and GDPR Compliance

第 1 门课程, 小时

您将学到什么

  • Learners will outline the primary research process and apply GDPR-compliant consent procedures for ethical data collection.

Organize Research Data: File Management

Organize Research Data: File Management

第 2 门课程, 小时

您将学到什么

  • Learners will apply a systematic approach to organize data by identifying data processing stages and applying standardized naming conventions.

Govern and Evaluate Research Data Quality

Govern and Evaluate Research Data Quality

第 3 门课程, 小时

您将学到什么

  • Master market forecasting and trend analysis. Learn to use historical data to predict demand and evaluate the strategic impact of emerging trends.

您将获得的技能

类别:Business Planning
类别:Performance Measurement
类别:Data Maintenance
类别:Gap Analysis
类别:Market Opportunities
类别:Business Development
类别:Business Strategy
类别:Key Performance Indicators (KPIs)
类别:Variance Analysis
类别:Performance Analysis
Design Smart Surveys with Skip Logic

Design Smart Surveys with Skip Logic

第 4 门课程, 小时

您将学到什么

  • Learners will be able to design effective surveys with proper question types and skip logic to improve data quality and the respondent experience.

您将获得的技能

类别:Survey Creation
类别:Research Design
类别:Data Quality
类别:Surveys
类别:Case Studies
类别:Qualitative Research
类别:Data Collection
类别:User Research
类别:Sampling (Statistics)
类别:User Feedback
Survey Samples: Size and Methods

Survey Samples: Size and Methods

第 5 门课程, 小时

您将学到什么

  • Select appropriate sampling methods and calculate the statistically valid sample size to design reliable survey research.

您将获得的技能

类别:Sample Size Determination
类别:Sampling (Statistics)
类别:Statistical Methods
类别:Data Collection
类别:Decision Making
类别:Quantitative Research
类别:Statistics
类别:Research Design
类别:Survey Creation
类别:Probability & Statistics
类别:Business Research
Design and Analyze Impactful Market Surveys

Design and Analyze Impactful Market Surveys

第 6 门课程, 小时

您将学到什么

  • Learners will design user-centered surveys with branching logic and analyze data using chi-square tests to uncover significant, actionable insights.

您将获得的技能

类别:User Centered Design
类别:Data Storytelling
类别:Survey Creation
类别:Statistical Hypothesis Testing
类别:Market Research
类别:User Feedback
类别:Surveys
类别:Data Presentation
类别:Business Research
类别:Data Collection
类别:Data Analysis
类别:Quantitative Research
类别:Statistical Analysis
Qualitative Research Interviews

Qualitative Research Interviews

第 7 门课程, 小时

您将学到什么

  • Select appropriate qualitative methods and design a structured interview guide to uncover deep customer insights.

您将获得的技能

类别:Data Collection
类别:Market Analysis
类别:Interviewing Skills
类别:Qualitative Research
类别:Focus Group
Uncover Insights: AI-Driven Focus Groups

Uncover Insights: AI-Driven Focus Groups

第 8 门课程, 小时

您将学到什么

  • Learners will design AI-enhanced focus group guides and analyze qualitative data to structure thematic insights for deeper user understanding.

Summarize and Evaluate Ethical AI Insights

Summarize and Evaluate Ethical AI Insights

第 9 门课程, 小时

您将学到什么

  • Master AI-driven qualitative analysis and ethical data practices. Learn to summarize data with LLMs and critically evaluate synthetic data use.

Identify Buyer Segments with Data Analytics

Identify Buyer Segments with Data Analytics

第 10 门课程, 小时

您将学到什么

  • Define buyer personas and analyze cross-tabulated data to identify and summarize key customer segments for targeted business strategies.

Segment Customers, Boost Profitability

Segment Customers, Boost Profitability

第 11 门课程, 小时

您将学到什么

  • Segment customers with RFM to find high-value groups and measure campaign profitability lift to optimize marketing investments.

您将获得的技能

类别:Return On Investment
类别:Customer Analysis
类别:Marketing Effectiveness
类别:Customer Retention
类别:Customer Relationship Management
类别:Target Audience
类别:Customer Insights
类别:Resource Allocation
类别:Marketing Analytics
类别:Customer Engagement
类别:Data-Driven Decision-Making
类别:Consumer Behaviour
类别:Spreadsheet Software
类别:Marketing Strategies
Automate Surveys for Smart Market Insights

Automate Surveys for Smart Market Insights

第 12 门课程, 小时

您将学到什么

  • Design efficient conjoint analysis studies and build automated data workflows to gain faster, sophisticated market insights.

您将获得的技能

类别:No-Code Development
类别:Survey Creation
类别:Data Collection
类别:Product Design
类别:Cloud-Based Integration
类别:Real Time Data
类别:Data Management
类别:Market Research
类别:Market Analysis
类别:Quantitative Research
类别:Strategic Marketing
类别:Customer Insights
类别:Data Integration
类别:Business Process Automation
类别:Workflow Management
类别:Consumer Behaviour
类别:Automation
类别:Product Strategy
Measure Research Impact: Eye-Tracking to ROI

Measure Research Impact: Eye-Tracking to ROI

第 13 门课程, 小时

您将学到什么

  • Apply eye-tracking to generate heat-maps and calculate research ROI, demonstrating the business value of primary research insights.

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