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AI-Powered Market Research and Survey Design · LearnSpace
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AI-Powered Market Research and Survey Design

Курс от Coursera
Начальный≈ 22.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course combines qualitative and quantitative primary research methods used in modern market research studies. You will develop end-to-end primary research capabilities—designing qualitative and quantitative instruments, and running moderated interviews and surveys to produce defensible insights that inform product and marketing decisions. This course teaches you how to draft professional discussion guides, moderator scripts, and complex branching surveys. You will master advanced methodologies like conjoint experiments and learn to select sampling strategies—both probability and non-probability—with appropriate statistical power to ensure data validity. Operational labs cover survey platform workflows, including automations, data exports, skip-logic, and response validation. Responsible AI use-cases are deeply embedded: you will practice using LLM-assisted moderator prompts and transcript synthesis while applying hallucination checks and ethical guardrails. Furthermore, you will apply GDPR-compliant consent templates and data-handling procedures to ensure your studies respect privacy and meet international legal requirements. By building comprehensive study plans and conducting pilot fieldwork, you will learn to move seamlessly from instrument design to robust statistical analysis and stakeholder-ready interpretation. You will conclude the course by completing a Survey Design and Execution Lab, delivering a portfolio-ready project that showcases your ability to manage the entire primary research lifecycle. Who this is for: Aspiring market researchers, business analysts, product managers, and professionals looking to develop advanced research skills with no prior experience required.

Навыки, которые вы освоите

Quantitative ResearchMarket ResearchQualitative ResearchGeneral Data Protection Regulation (GDPR)Interviewing SkillsHeat MapsFocus GroupStatistical AnalysisSampling (Statistics)Sample Size DeterminationReturn On InvestmentStatistical MethodsStatistical ReportingData EthicsNo-Code DevelopmentReal Time DataAI IntegrationsPersonally Identifiable InformationData Collection

Программа курса

9 модулей · 114 учебных материалов

01Qualitative Research Interviews12 материалов
AI Coach: The "Got Milk?" InsightDIALOGUEA Glossary of Qualitative MethodsЧтениеMethods in Action: A Visual ComparisonВидеоCareer Focus: Specializing in Qualitative ResearchЧтение

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Преподаватель курса

AI-Powered Market Research and Survey Design
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 22.1 ч

9 модулей

Язык: Английский

Субтитры: Дари, Пушту

Часть программы вашего университета
Hands-On Learning: Choose Your MethodЗадание
Knowledge Check: Match the MethodЗадание
AI Coach: The High-Stakes InterviewDIALOGUE
The Anatomy of a Discussion GuideЧтение
The Art of the Open-Ended QuestionВидео
Career Focus: Building Your Research PortfolioЧтение
Hands-On Learning: Question Conversion LabЗадание
Create an Interview Discussion GuideЗадание
02Uncover Insights: AI-Driven Focus Groups14 материалов
The Future of Focus GroupsDIALOGUETraditional Focus Groups Fall ShortВидеоFoundations and Anatomy of the AI-Enhanced Discussion GuideЧтениеWalkthrough: Building Your Discussion GuideВидеоAI-Enhanced Research Skills for Career GrowthЧтениеHands-On Learning: Design Your AI-Enhanced Focus Group GuideЗаданиеKnowledge Check: Principles of AI-Enhanced GuidesЗаданиеThe Power of Thematic AnalysisЧтениеExploring Your Career in Qualitative AnalysisDIALOGUEThe Thematic Analysis Process: A Step-by-Step GuideВидеоLeveraging AI for Initial CodingЧтениеRefining AI-Generated Themes in PracticeВидеоHands-On Learning: Thematic Analysis of a Sample TranscriptЗаданиеAI-Enhanced Focus Group Design and Thematic AnalysisЗадание
03Primary Research and GDPR Compliance14 материалов
Why Do We Need a Research Process?DIALOGUEAnatomy of a Failure: The "New Coke" StoryЧтениеThe Five Stages of Primary ResearchВидеоThe Research Plan BlueprintЧтениеFrom Blueprint to Plan: A WalkthroughВидеоHands-On Learning: Structuring a Flawed Research PlanЗаданиеKnowledge Check: Understanding the Research Framework QuizЗаданиеThe Value of Trust: P and G's Ethical ApproachВидеоGDPR Essentials for ResearchersЧтениеBuilding a GDPR-Compliant Consent FormВидеоHands-On Learning: Draft Your First Consent FormЗаданиеNavigating Ethical Gray AreasDIALOGUEKnowledge Check: GDPR and Compliant Data Collection QuizЗаданиеResearch and Compliance Mini-ProjectЗадание
04Measure Research Impact: Eye-Tracking to ROI14 материалов
Why Do We Need to See What They See?DIALOGUEWhat Is Eye-Tracking and How Do Heat-Maps Work?ВидеоBeyond Clicks: The Business Value of Visual DataЧтениеHands-On Learning: How to Generate a Heat-Map from Gaze DataЗаданиеA Guide to Advancing Your Career in ResearchЧтениеKnowledge Check: Interpreting Heat-MapsЗаданиеProving Research Value Through ROIDIALOGUEROI in FinTech: The Value of UX ResearchВидеоA Framework to Calculate the ROIЧтениеHow to Calculate Research ROI: A Step-by-Step GuideВидеоHands-On Learning: Calculating the ROI of Your Eye-Tracking StudyЗаданиеBecoming a Research Leader: Quantifying Your ImpactЧтениеKnowledge Check: Interpreting Heat-Maps for ROI AnalysisЗаданиеOne-Page Impact Brief: Analyzing a Homepage RedesignЗадание
05Survey Samples: Size and Methods13 материалов
AI Coach: The Election Poll DilemmaDIALOGUEThe Two Worlds of SamplingВидеоA Closer Look at Sampling TechniquesЧтениеA Visual Guide to Choosing a Sampling MethodВидеоCareer Focus: Your Skills in Quantitative ResearchЧтениеHands-On Learning: Select and Justify the MethodЗаданиеKnowledge Check: Sampling Method ConceptsЗаданиеAI Coach: Is Bigger Always Better?DIALOGUEThe 3 Ingredients of a Valid Sample SizeЧтениеHow to Master the Sample Size Calculator?ВидеоCareer Focus: Building Your Statistical Design PortfolioЧтениеHands-On Learning: Calculate the Sample Size for a CampaignЗаданиеResearch Design BriefЗадание
06Design and Analyze Impactful Market Surveys17 материалов
Why Surveys Fail: A Quibi Case StudyDIALOGUEThe Amazon Model: Winning with Customer FeedbackВидеоFoundations of Effective Survey Design: Logic and Clear QuestionsЧтениеAnatomy of a High-Completion SurveyВидеоA Practical Guide to Piloting Your SurveyЧтениеHow to Architect and Build with Branching LogicВидеоHands-On Learning: Design a Survey Instrument with Branching LogicЗаданиеCareer Spotlight: The Survey Design SpecialistЧтениеKnowledge Check: Refining a Flawed SurveyЗаданиеWhen Polls Miss the Mark: The Stakes of Statistical AnalysisВидеоA Guide to the Chi-Square Test and p-ValuesЧтениеHow to Run and Interpret a Chi-Square TestВидеоFrom p-Value to Presentation: Telling a Data StoryЧтениеHands-On Learning: Analyze Survey Data Using a Chi-Square TestЗаданиеYour AI Coach: From Data to DecisionsDIALOGUEKnowledge Check: Statistical InterpretationЗаданиеSurvey Analysis and RecommendationЗадание
07Automate Surveys for Smart Market Insights13 материалов
The Challenge of ChoiceDIALOGUEWhy Ask "Which?" Not "How Much?"ВидеоThe Building Blocks of Conjoint AnalysisЧтениеHow to Build and Optimize Your Study DesignВидеоHands-On Learning: Design a Conjoint Study for a New SmartphoneЗаданиеKnowledge Check: Conjoint ConceptsЗаданиеThe High Cost of Manual Data WorkВидеоBecoming an Efficiency ChampionDIALOGUEThe Anatomy of an Automated WorkflowЧтениеFrom Map to Action: Building Your First Automated WorkflowВидеоThe Research Automation Skills GuideВидеоHands-On Learning: Automate a Customer Feedback LoopЗаданиеThe Integrated Research PlanЗадание
08Design Smart Surveys with Skip Logic14 материалов
Why Great Questions MatterDIALOGUEThe "What" of Survey QuestionsВидеоA Guide to Survey Question FormatsЧтениеHow to Craft Clear and Unbiased QuestionsВидеоHands-On Learning: Question Type Selection ChallengeЗаданиеCareer Resource: Becoming a Survey Design ExpertЧтениеKnowledge Check: Question Design PrinciplesЗаданиеWhy a Smart Survey is a Better Survey?ВидеоUnderstanding Conditional Skip LogicDIALOGUEHow to Map and Build a Skip Logic PathВидеоHands-On Learning: Configuring a Dynamic Survey PathЗаданиеCareer Resource: Advancing with Survey ProgrammingЧтениеKnowledge Check: Understanding Dynamic PathsЗаданиеRetail Customer Experience SurveyЗадание
09Survey Design and Execution Lab3 материалов
Why This Project MattersЧтениеProject RequirementsЧтениеProject: Survey Design and Execution LabЗадание