What exactly is service experience research and why do I need it?
Service experience research examines how customers move between different touchpoints, products, and content that make up your complete service experience. Unlike product research that focuses on single interactions, service research understands the bridges and connections between multiple experience elements. The Experience Thinking approach emphasizes studying not just what people do, but how they transition between different parts of your service ecosystem. This research provides the foundation for creating connected, seamless experiences across your entire organization.
Tip: Invest in service research when you have customer experience problems that span multiple departments or touchpoints.
How does service experience research differ from traditional customer research?
Service experience research takes a holistic view of the entire customer lifecycle, examining interactions across multiple channels, departments, and time periods. Traditional customer research often focuses on single interactions or products. Service research uses ethnographic approaches, journey mapping, and contextual inquiry to understand how customers navigate your complete service ecosystem. The Experience Thinking framework studies how brand, content, product, and service experiences connect to create the total customer experience.
Tip: Choose service research when your business challenges involve coordination between different teams or touchpoints.
What business problems does service experience research solve?
Service research solves problems like high customer effort, inconsistent experiences across channels, poor retention rates, unclear customer journey pain points, and difficulty coordinating improvements across departments. It reveals where customers get frustrated moving between touchpoints and identifies opportunities to create smoother transitions. Research also uncovers gaps between what organizations think happens and what customers actually experience. The insights help prioritize improvements that have the biggest impact on customer satisfaction and business results.
Tip: Use service research when you're receiving complaints about disconnected or confusing customer experiences.
What's the difference between qualitative and quantitative service research?
Qualitative service research provides deep insights into why customers behave as they do, revealing motivations, emotions, and decision-making processes throughout their journey. Methods include interviews, ethnography, and contextual inquiry. Quantitative research shows where problems occur most frequently and which issues affect the most customers, using surveys, analytics, and behavioral data. The Experience Thinking approach combines both to understand the complete picture - qualitative research reveals what's happening and why, while quantitative research shows scale and priority.
Tip: Start with qualitative research to understand root causes, then use quantitative methods to validate and prioritize findings.
When should an organization invest in service experience research?
Organizations should invest in service research when launching new services, experiencing customer satisfaction declines, planning digital transformation, expanding to new markets, or receiving feedback about disconnected experiences. Research is also valuable before major organizational changes or when competitors are gaining market share through superior service. The Experience Thinking lifecycle approach suggests researching during strategy development phases rather than after problems become critical.
Tip: Conduct service research proactively during planning phases rather than reactively after customer complaints increase.
What outcomes should I expect from service experience research?
Service research outcomes include detailed journey maps, persona profiles, pain point identification, opportunity prioritization, experience lifecycle documentation, and actionable recommendations for improvement. You'll understand how customers currently experience your service, where they struggle, what they value most, and how to create better connected experiences. The Experience Thinking framework ensures research addresses all four experience areas - brand, content, product, and service - comprehensively.
Tip: Define specific research questions and success criteria before starting to ensure you get actionable insights rather than just interesting data.
How does service research support digital transformation initiatives?
Service research reveals how digital tools should integrate with existing touchpoints and human processes to improve customer experiences. It shows where automation adds value versus where human interaction remains essential. The Experience Thinking approach ensures digital transformation creates connected experiences rather than just digitizing existing processes. Research identifies customer preferences for digital versus human touchpoints at different journey stages.
Tip: Use service research to understand current customer behavior before designing digital solutions rather than assuming what customers want.
What role does service research play in competitive differentiation?
Service research reveals opportunities to create experiences that competitors aren't delivering, identifies unmet customer needs, and shows how to position your service uniquely. The Experience Thinking framework helps identify distinctive ways to connect brand, content, product, and service experiences that are difficult for competitors to replicate. Research also benchmarks your service against competitors and identifies white space opportunities in the market.
Tip: Focus research on understanding customer needs that no one serves well rather than just copying what competitors do.
What research methods are most effective for service experience studies?
Effective service research combines multiple methods including experience mapping, contextual inquiry, ethnography, mystery shopping, interviews, focus groups, and surveys. The Experience Thinking approach emphasizes observational, asking, and participatory techniques that reveal how customers move between different service elements. Discovery methods like ethnography work best early in research, while evaluative methods like service testing work better later. The key is matching methods to specific research questions and project phases.
Tip: Use multiple research methods to get both emotional insights and behavioral data rather than relying on a single approach.
How do you use ethnography and contextual inquiry for service research?
Ethnography involves observing customers in their natural environment to understand their complete service experience context. Contextual inquiry combines observation with in-context interviews using a master-apprentice model where researchers learn from customers as they navigate services. These methods reveal communication flows, processes, tools, physical and cognitive requirements, and cultural impacts that surveys and interviews miss. The Experience Thinking approach uses these methods to understand real behavior versus reported behavior.
Tip: Use ethnographic methods when you need to understand how your service fits into customers' daily lives and workflows.
What's your approach to journey mapping in service research?
Journey mapping captures the complete customer experience lifecycle from awareness through advocacy, showing goals, activities, touchpoints, emotions, and pain points at each stage. The Experience Thinking framework maps journeys that include product and content experiences within the broader service context. We map current state journeys first to understand reality, then design future state journeys that address identified problems. Journey maps become the foundation for service blueprint development and improvement prioritization.
Tip: Map actual customer journeys based on research rather than assumptions about how customers should behave.
How do you conduct mystery shopping for service experience research?
Mystery shopping involves researchers experiencing your service as typical customers to identify gaps between intended and actual service delivery. We test multiple touchpoints, channels, and scenarios to understand the complete service experience from a customer perspective. The Experience Thinking approach includes mystery shopping across all four experience areas - brand, content, product, and service - to identify disconnects. Mystery shopping reveals what actually happens versus what organizations think happens.
Tip: Include edge cases and difficult scenarios in mystery shopping rather than just testing ideal customer interactions.
What role do surveys play in service experience research?
Surveys provide quantitative validation of qualitative insights, measure customer satisfaction across different journey stages, and track service experience metrics over time. The Experience Thinking approach uses surveys to quantify problems identified through qualitative research and measure improvement progress. Surveys work best when combined with other methods rather than used alone. They help prioritize improvements by showing which issues affect the most customers most severely.
Tip: Design surveys based on insights from qualitative research rather than using generic satisfaction questions.
How do you research emotional aspects of service experiences?
Emotional research uses techniques like emotion mapping throughout customer journeys, sentiment analysis of feedback, narrative collection, and observational studies that capture emotional reactions in real time. The Experience Thinking approach recognizes that emotions drive customer behavior and loyalty more than functional satisfaction. We use diary studies, in-depth interviews, and experience artifacts to understand emotional peaks and valleys throughout the service experience.
Tip: Include emotional measurement in your research rather than focusing only on functional aspects of service delivery.
What's your approach to researching multi-channel service experiences?
Multi-channel research examines how customers move between different touchpoints - online, phone, email, in-person, and mobile - and where transitions create friction or confusion. We use channel-specific research methods while mapping the complete cross-channel journey. The Experience Thinking framework ensures research addresses how brand, content, product, and service experiences work across all channels. We identify where channel handoffs need improvement and where consistency matters most.
Tip: Focus on the transitions between channels rather than just optimizing individual channels in isolation.
How do you research complex B2B service experiences?
B2B service research involves multiple stakeholders, longer decision cycles, and complex organizational relationships. We use stakeholder mapping, decision journey analysis, and collaborative workshops to understand the full ecosystem. Research includes both users who interact with services daily and buyers who make purchasing decisions. The Experience Thinking approach addresses both individual and organizational needs throughout extended service relationships.
Tip: Include all stakeholders who influence or use B2B services in your research, not just the primary contact person.
How do I plan an effective service experience research project?
Effective planning starts with clear research objectives, identifies specific customer segments to study, selects appropriate methods for each research question, and establishes realistic timelines and budgets. The Experience Thinking framework requires planning across all four experience areas - brand, content, product, and service. Planning should include stakeholder alignment, participant recruitment strategy, and plans for translating findings into action. Good planning balances thoroughness with practical constraints.
Tip: Define specific decisions the research will inform rather than just gathering general customer insights.
What timeline should I expect for service experience research projects?
Timeline depends on research scope and methods, but typical service research projects take 8-16 weeks including planning, fieldwork, analysis, and reporting. Discovery-phase research may take 6-10 weeks, while evaluative research can be shorter at 4-8 weeks. The Experience Thinking approach requires time to understand connections between different experience elements, which adds complexity. Complex multi-channel or B2B research may take longer due to recruitment and coordination challenges.
Tip: Allow extra time for participant recruitment and scheduling, which often takes longer than expected.
How do you determine the right sample size for service research?
Sample size depends on research methods and objectives. Qualitative research typically needs 8-12 participants per customer segment for interviews, while quantitative research requires larger samples for statistical significance. The Experience Thinking approach may require larger samples to understand different journey stages and touchpoints adequately. We balance statistical requirements with practical constraints like budget and timeline. Research design and analysis plan determine appropriate sample sizes.
Tip: Focus on getting the right participants who represent your customer base rather than just hitting large sample sizes.
What budget should I allocate for service experience research?
Research budgets vary widely based on scope, methods, and geographic coverage. Typical projects range from mid-five figures for focused studies to six figures for multiple methods and large sample sizes. The Experience Thinking approach may require additional budget for comprehensive journey mapping and cross-touchpoint analysis. Budget considerations include participant incentives, research tools, travel for in-person research, and analysis time.
Tip: Invest in quality research design and analysis rather than just maximizing sample size or number of methods used.
How do you select which customer segments to include in research?
Segment selection prioritizes your most valuable customers, fastest-growing segments, and groups experiencing the most service challenges. The Experience Thinking lifecycle approach considers different segments at different journey stages - some segments may be more important for acquisition while others matter more for retention. We also include segments that use different service channels or have different needs. Research design balances representation with practical constraints.
Tip: Include segments that are strategically important to your business rather than just the easiest ones to recruit for research.
What stakeholders should be involved in service research planning?
Research planning should include representatives from customer service, marketing, operations, technology, and senior management - anyone who influences or receives insights from customer experience research. The Experience Thinking framework requires input from teams responsible for brand, content, product, and service experiences. Stakeholder involvement ensures research addresses real business questions and builds buy-in for acting on findings.
Tip: Include stakeholders who can make decisions based on research findings, not just those who want to see the data.
How do you handle research planning across different geographic markets?
Multi-market research requires understanding cultural differences, local business practices, regulatory constraints, and market-specific customer behaviors. We adapt research methods to local contexts while maintaining consistency for cross-market comparison. The Experience Thinking approach considers how brand, content, product, and service experiences vary across markets. Planning includes local recruitment partners, cultural advisors, and market-specific analysis.
Tip: Include local market experts in planning to avoid cultural blind spots and ensure research methods work effectively in each market.
What technology and tools are needed for service experience research?
Research technology includes interview recording and transcription tools, survey platforms, journey mapping software, video analysis tools, and collaboration platforms for distributed teams. The Experience Thinking approach may require tools for mapping complex service ecosystems and analyzing cross-touchpoint experiences. Technology should enable research rather than complicate it. We also consider participant accessibility and comfort with different technologies.
Tip: Choose research tools based on participant needs and research objectives rather than the latest technology trends.
How do you recruit participants for service experience research?
Recruitment strategies include customer database outreach, third-party panels, social media, and partner referrals. The Experience Thinking approach requires participants who have experience with multiple touchpoints, not just single interactions. We use screening criteria that identify customers at different lifecycle stages and with varying service experience histories. Recruitment balances getting representative participants with practical timeline and budget constraints.
Tip: Screen for participants who have recent experience with your service rather than relying on older or hypothetical experiences.
What incentives work best for service research participation?
Effective incentives match participant effort and time commitment while considering their relationship with your organization. Cash incentives work well for most research, while gift cards or product credits may be appropriate for existing customers. The Experience Thinking approach often requires longer engagement, so incentives should reflect the comprehensive nature of service research. Professional participants in B2B research may need different incentive structures.
Tip: Match incentive value to participant time investment rather than using standard amounts regardless of research length.
How do you maintain participant engagement throughout longer research studies?
Engagement strategies include clear communication about research purpose and timeline, regular check-ins with participants, flexible scheduling, and meaningful incentives for continued participation. The Experience Thinking approach may involve multiple research activities over time, requiring sustained engagement. We provide regular updates on research progress and how insights are being used. Engagement also depends on making research activities interesting and valuable for participants.
Tip: Design research activities that provide value to participants, not just extract information from them.
What's your approach to researching difficult-to-reach customer segments?
Hard-to-reach segments require specialized recruitment strategies, higher incentives, flexible timing, and sometimes alternative research methods. We use network sampling, community partnerships, and extended recruitment periods. The Experience Thinking framework recognizes that all customer voices matter for creating inclusive service experiences. Sometimes proxy research or secondary data analysis supplements direct research when segments are truly inaccessible.
Tip: Invest extra effort in recruiting underrepresented segments rather than defaulting to easily accessible participants who may not represent your full customer base.
How do you handle participant privacy and data protection in service research?
Privacy protection includes clear consent processes, data minimization, secure storage systems, anonymization of findings, and compliance with regulations like GDPR. The Experience Thinking approach involves understanding comprehensive customer journeys, which requires careful handling of personal information. We establish clear data retention and deletion policies and ensure participants understand how their information will be used.
Tip: Be transparent about data use and provide participants control over their information rather than just meeting minimum legal requirements.
What's your approach to researching sensitive service experiences?
Sensitive research requires additional ethical considerations, specialized moderator training, trauma-informed research practices, and enhanced participant support. We create safe spaces for sharing difficult experiences and provide resources for participants who may need additional support. The Experience Thinking framework recognizes that service experiences can be deeply personal and emotional. Research design considers participant wellbeing throughout the process.
Tip: Include mental health professionals or counselors in your research team when studying sensitive or traumatic service experiences.
How do you ensure diverse representation in service research participants?
Diversity requires intentional recruitment strategies, inclusive research methods, accessibility considerations, and monitoring of participant demographics throughout recruitment. The Experience Thinking approach recognizes that different customer groups may have vastly different service experiences. We use quota sampling, community partnerships, and multiple recruitment channels to reach diverse participants. Analysis includes examining findings across different demographic groups.
Tip: Set specific diversity targets at the beginning of recruitment rather than hoping for diversity through random sampling.
What challenges do you see with participant recruitment and how do you address them?
Common challenges include low response rates, participant no-shows, difficulty reaching specific segments, and over-representation of highly engaged customers. We address these through multiple recruitment channels, over-recruitment strategies, flexible scheduling, and careful screening processes. The Experience Thinking approach requires participants with comprehensive service experience, which can limit the recruitment pool.
Tip: Plan for recruitment challenges by building extra time and budget into your research timeline rather than assuming initial estimates will be accurate.
How do you analyze and synthesize service experience research findings?
Analysis combines thematic analysis of qualitative data, statistical analysis of quantitative data, journey mapping synthesis, and pattern identification across different customer segments and touchpoints. The Experience Thinking framework requires analyzing connections between brand, content, product, and service experiences rather than treating them separately. We use affinity mapping, persona development, and experience lifecycle modeling to synthesize findings into actionable insights.
Tip: Focus analysis on identifying patterns and connections rather than just cataloging individual findings.
What frameworks do you use for prioritizing research insights?
Prioritization frameworks balance customer impact, business value, implementation feasibility, and strategic alignment. We use impact-effort matrices, customer journey moment mapping, and business case analysis to prioritize opportunities. The Experience Thinking approach considers how improvements in one area affect other experience areas. Prioritization also considers quick wins that can demonstrate value while building toward larger transformational changes.
Tip: Include implementation difficulty in prioritization rather than just focusing on customer impact or business value alone.
How do you translate research findings into actionable recommendations?
Actionable recommendations include specific changes to processes, systems, or interactions, clear ownership assignments, resource requirements, and success metrics. The Experience Thinking framework ensures recommendations address root causes rather than just symptoms. We provide implementation guidance, timeline estimates, and dependencies between different improvements. Recommendations connect directly to business objectives and customer needs identified in research.
Tip: Frame recommendations in terms of specific actions different teams can take rather than general statements about needed improvements.
What role does persona development play in service research analysis?
Personas synthesize research findings into representative customer profiles that include goals, behaviors, pain points, and needs throughout the service lifecycle. The Experience Thinking approach creates personas that span the complete customer-user-client progression, showing how needs evolve over time. Personas help teams understand different customer perspectives and make design decisions based on real customer insights rather than assumptions.
Tip: Create personas based on behavioral differences rather than just demographic characteristics to make them more useful for service design decisions.
How do you identify emotional drivers and moments that matter in service experiences?
Emotional analysis uses journey mapping, sentiment analysis, critical incident technique, and emotion measurement throughout customer interactions. The Experience Thinking framework recognizes that emotional peaks and valleys often determine overall service perception more than average satisfaction. We identify moments of truth where customer emotions significantly impact loyalty and advocacy. Analysis reveals both positive emotional drivers and negative friction points.
Tip: Pay special attention to emotional transitions between different service touchpoints where customer feelings often change dramatically.
What's your approach to competitive benchmarking within service research?
Competitive analysis includes direct experience comparison, best practice identification, gap analysis, and market positioning assessment. The Experience Thinking approach compares complete service experiences rather than individual features or touchpoints. We analyze how competitors connect their brand, content, product, and service experiences differently. Benchmarking reveals both competitive threats and opportunities for differentiation.
Tip: Include companies known for excellent service in any industry rather than just direct competitors to identify innovative service approaches you can adapt.
How do you validate research findings before making recommendations?
Validation involves triangulating findings across multiple data sources, member checking with participants, stakeholder review sessions, and pilot testing of key insights. The Experience Thinking approach validates connections between different experience areas to ensure recommendations address the complete customer experience. We also validate findings against business metrics and organizational capabilities to ensure recommendations are feasible.
Tip: Include validation activities in your research timeline rather than treating them as optional steps that can be skipped if time runs short.
What tools and techniques help communicate research insights effectively?
Effective communication uses visual journey maps, persona profiles, video highlights, interactive presentations, and storytelling techniques that bring customer experiences to life. The Experience Thinking framework requires communicating complex connections between different experience areas clearly. We create different communication formats for different audiences - executives need strategic summaries while operational teams need detailed implementation guidance.
Tip: Use customer stories and quotes to make research findings memorable and emotionally compelling rather than just presenting data and statistics.
How do you help organizations implement service research findings?
Implementation support includes change management planning, stakeholder workshops, pilot program design, and ongoing coaching throughout implementation. The Experience Thinking approach ensures improvements address all four experience areas cohesively rather than creating disconnected changes. We help organizations prioritize improvements, sequence implementation, and measure progress. Support also includes capability building so organizations can continue improving independently.
Tip: Plan implementation as carefully as you plan research - great insights don't automatically lead to organizational change.
What's your approach to building internal capabilities for ongoing service research?
Capability building includes training internal teams on research methods, establishing research processes and governance, creating research toolkits, and mentoring through early projects. The Experience Thinking framework requires understanding both research techniques and experience design principles. We help organizations develop sustainable research capabilities rather than dependence on external support. Capability building addresses both research skills and organizational change management.
Tip: Start building internal research capabilities during external projects rather than waiting until consulting engagements end.
How do you measure the impact of implementing service research recommendations?
Impact measurement includes baseline metrics establishment, regular progress tracking, customer feedback monitoring, and business outcome assessment. The Experience Thinking approach measures improvements across all four experience areas and their connections. We track both leading indicators (process improvements) and lagging indicators (customer satisfaction, business results). Measurement frameworks should be simple enough to maintain long-term while providing actionable insights.
Tip: Establish baseline measurements before implementing changes rather than trying to assess impact without knowing starting points.
What role does change management play in service research implementation?
Change management addresses process changes, cultural shifts, skill development, and resistance to new approaches based on research findings. The Experience Thinking approach often requires cross-departmental collaboration and new ways of thinking about customer experience. Change management includes communication planning, training programs, and support systems for employees adapting to new processes.
Tip: Invest in change management as much as research itself - accurate insights that don't get implemented don't create business value.
How do you help organizations create customer-centric cultures based on research insights?
Culture change involves leadership modeling, employee education, process redesign, and reinforcement systems that support customer-focused decisions. The Experience Thinking framework helps organizations see how different departments contribute to overall customer experience. We help establish customer experience governance, metrics, and decision-making processes. Culture change also includes celebrating customer-focused behaviors and outcomes.
Tip: Focus on changing systems and processes that support customer-centric behavior rather than just training people to think differently.
What ongoing research activities help maintain service experience improvements?
Ongoing research includes regular pulse surveys, journey monitoring, feedback collection systems, and periodic deep-dive studies. The Experience Thinking approach requires continuous monitoring of connections between different experience areas. We help establish research rhythms that provide regular insights without overwhelming organizational capacity. Ongoing research should be integrated into business planning and decision-making processes.
Tip: Design ongoing research systems that are sustainable and valuable rather than burdensome compliance exercises.
How do you ensure research insights continue to influence decision-making over time?
Sustained influence requires embedding insights into planning processes, creating customer experience governance, establishing regular review cycles, and building customer advocacy into organizational roles. The Experience Thinking framework helps organizations consider customer impact in all strategic decisions. We help create systems that keep customer insights visible and relevant as organizations evolve.
Tip: Create formal processes for considering customer experience insights in business decisions rather than relying on informal influence and goodwill.
What challenges do you see with implementing service research findings and how do you address them?
Common challenges include competing priorities, resource constraints, organizational silos, resistance to change, and difficulty measuring progress. The Experience Thinking approach addresses these through clear value demonstration, phased implementation, cross-departmental collaboration, and strong leadership support. We help organizations start with achievable improvements while building toward larger transformational changes.
Tip: Address implementation challenges proactively during research planning rather than hoping they won't affect your project.
What ROI can we expect from service experience research investments?
Research ROI comes from improved customer retention, reduced service costs, increased revenue per customer, competitive differentiation, and more efficient improvement investments. The Experience Thinking approach creates value through better connected experiences that are harder for competitors to replicate. Returns typically range from 3-10x depending on current service maturity and implementation effectiveness. Value accumulates over time as research insights guide multiple improvement initiatives.
Tip: Track both direct cost savings and revenue increases from research-driven improvements to demonstrate full value creation.
How does service research create competitive advantage?
Research creates advantage through deeper customer understanding, identification of unmet needs, and insights that guide distinctive service positioning. The Experience Thinking framework reveals opportunities to connect experiences in ways competitors don't. Research also enables faster response to changing customer expectations and market conditions. Advantage comes from acting on insights consistently rather than just gathering data.
Tip: Focus research on understanding customer needs that your organization is uniquely positioned to serve rather than generic best practices.
What's the business case for investing in ongoing service research capabilities?
Ongoing research capabilities enable continuous customer insight, faster identification of emerging issues, proactive service improvement, and reduced dependence on external research support. The Experience Thinking approach requires regular monitoring of experience connections and customer needs evolution. Internal capabilities also enable faster decision-making and more responsive service adaptation. Investment in capabilities pays off through sustained competitive advantage.
Tip: Calculate the cost of making decisions without customer insights versus the investment in ongoing research capabilities to build your business case.
How do you demonstrate research value to skeptical executives?
Value demonstration connects research insights directly to business outcomes, shows clear cause-and-effect relationships between findings and improvements, and presents data in terms executives care about - revenue, costs, growth, and market position. The Experience Thinking approach shows how research prevents costly mistakes and guides efficient improvement investments. We also provide competitive intelligence and market opportunity identification.
Tip: Frame research value in terms of business risk mitigation and opportunity capture rather than just customer satisfaction improvement.
What factors affect the cost of service experience research projects?
Cost factors include research scope and depth, number of customer segments studied, geographic coverage, research methods complexity, sample size requirements, timeline constraints, and specialized expertise needs. The Experience Thinking approach may cost more initially but provides more comprehensive insights that guide multiple improvement initiatives. Quality research design and experienced researchers often provide better value than lower-cost alternatives.
Tip: Focus on research quality and actionability rather than just minimizing cost to ensure you get valuable insights for your investment.
How do you ensure research investments deliver maximum business value?
Maximum value comes from clear research objectives aligned with business goals, appropriate method selection, high-quality execution, actionable analysis, and strong implementation support. The Experience Thinking framework ensures research addresses root causes rather than symptoms. Value also requires organizational readiness to act on findings and commitment to implementing recommendations.
Tip: Invest in research capabilities and change management as much as data collection to ensure insights actually drive business improvements.
What's the long-term value of service experience research beyond immediate improvements?
Long-term value includes organizational learning capabilities, customer understanding depth, market intelligence systems, innovation opportunity identification, and cultural shifts toward customer-centricity. The Experience Thinking approach builds understanding of how to create connected experiences that serve as a foundation for future growth. Research also develops institutional knowledge that guides strategic decisions over time.
Tip: View research as building organizational customer intelligence capabilities rather than just solving immediate problems.
How do you balance research investment with other customer experience improvement activities?
Balance requires understanding which problems need research versus which need immediate action, allocating resources between learning and implementing, and sequencing research to support improvement initiatives effectively. The Experience Thinking approach integrates research throughout the experience development lifecycle rather than treating it as a separate activity. Some improvements can proceed without extensive research while others require deep customer understanding.
Tip: Use research to guide your highest-impact improvement investments rather than researching everything equally deeply.