Case Studies
Market Research Case Studies:
Singapore & Southeast Asia
Assembled is a Singapore-based qualitative and quantitative market research agency led by Felicia Hu, with a 100,000-member proprietary panel and 600+ completed projects since 2016. We conduct focus groups, in-depth interviews, ethnography, Central Location Testing with ANOVA analysis, online surveys, and integrated mixed-methods programmes across Singapore and Southeast Asia. Our research follows MRS and ESOMAR standards. Healthcare and pharmaceutical projects comply with Singapore's PDPA and appropriate ethics governance. These case studies document our methodology, rigour, and the breadth of industries we serve.
Featured Projects
Selected Case Studies
In-Home Retail Ethnography Across Three Grocery Banners
Retail & FMCGAssembled conducted in-home ethnographic research across three grocery retail formats in Singapore, using photographic documentation, pantry inventories, receipt analysis, and shop-along observation to map how households split shopping trips between value, premium fresh, and convenience pharmacy banners. Purchase records showed what consumers bought. They said nothing about why families allocated specific categories to specific stores, how they made trade-offs between freshness and price at the shelf, or which household budget negotiations shaped their weekly routines.
Households were stratified across value-oriented, standard, and premium segments. Researchers spent extended time in domestic contexts, observing trip planning, product storage, and consumption patterns. Multiple shopping trips were documented per household through receipts and retailer visit accompaniment, grounding all interviews in observed behaviour rather than recall.
Value-oriented households employed the most sophisticated multi-retailer strategies, allocating specific product categories to specific banners based on perceived quality differences. Premium households showed less price sensitivity but still demonstrated category-based retailer allocation. Brand presence photography provided objective competitive positioning documentation independent of recall bias.
Eight-Product Insurance Portfolio Research Programme
Financial ServicesAssembled designed and executed 80+ individual in-depth interviews across eight concurrent insurance product categories in Singapore, from travel insurance to investment-linked policies to government-integrated long-term care supplements. Each product served different consumer segments with distinct purchasing drivers and comprehension barriers. The research examined how these products related to consumers' overall financial planning and whether messaging about one product reinforced or contradicted messages about others.
Recruitment segmented participants by awareness level (high awareness, consideration-stage, non-awareness) to distinguish product-specific insights from segment-driven patterns. Discussion guides were adapted per category while the overarching methodology remained consistent, enabling portfolio-level comparative analysis across all eight streams.
Less than half of target consumers knew certain products existed. More critically, even aware consumers held fundamental misconceptions about how benefits worked. Comprehension barriers proved more significant than awareness barriers across multiple categories, shifting the organisation's strategy from awareness-building toward comprehension-focused education.
Multi-Phase QSR Product Optimisation with Statistical Validation
Food & BeverageAssembled deployed a multi-phase Central Location Testing programme in Singapore with 100+ consumers across eight distinct QSR product categories, using ANOVA (Analysis of Variance) and Just-About-Right (JAR) scoring to statistically validate product performance and support menu engineering decisions. The two-phase structure functioned as a genuine optimisation programme where consumer feedback from Phase 1 informed product improvements tested in Phase 2.
JAR methodology identifies which products over-deliver or under-deliver on specific sensory attributes like sweetness, saltiness, spice intensity, and portion size. Over 100 statistical analysis files were generated across both phases, with subgroup analysis examining whether preference patterns varied by demographic factors.
The attribute-level insight enabled targeted optimisation. Rather than knowing consumers preferred one variant over another, the research specified why, whether a product was too spicy, too expensive, or delivered inconsistent quality. The Phase 1 to Phase 2 progression validated improvements within a rapid four-month window.
Eight-Country Creative Concept Testing for Wildlife Attractions
Tourism & EntertainmentAssembled managed a creative concept testing programme across eight countries simultaneously (Singapore, Malaysia, Japan, Indonesia, Korea, Australia, India, and China) for a premier wildlife attractions operator, combining qualitative focus groups with quantitative validation surveys reaching 600-1000+ respondents per country. The campaign needed to drive visitation across an entire attractions portfolio while acknowledging distinct market contexts, cultural preferences, and competitive landscapes.
We designed a comprehensive programme combining qualitative exploration (focus groups with country-specific discussion guides, eight guide iterations) and quantitative validation (600-1000+ respondents per country). Four distinct screener versions ensured appropriate participant composition. Country-specific reporting supplemented cross-market synthesis. The research generated 20+ presentation formats customised for different stakeholder audiences.
No single creative concept performed uniformly across all markets. Japanese audiences responded to refined aesthetics and careful composition. Indonesian audiences prioritised action and excitement. Australian audiences valued authenticity and environmental messaging. This enabled market-responsive creative strategies, customising messaging while maintaining global campaign consistency.
Patient-Caregiver Dyad Research in Hematologic Oncology
Healthcare & PharmaAssembled conducted patient-caregiver dyad research for two serious hematologic malignancies, using 60-minute in-depth interviews with paired patients and their primary caregivers under full healthcare governance frameworks including ethics review and informed consent. The research explored how patients and caregivers experienced disease burden, treatment pathways, and supportive care needs. Patients and caregivers frequently hold divergent priorities. A patient might prioritise minimising nausea, while the primary caregiver worries about financial sustainability through extended treatment periods.
We designed a dual-stakeholder methodology where each research dyad comprised one patient and one associated caregiver. A pilot phase with 6-8 pairs preceded main fieldwork, allowing iterative refinement of interview protocols. All research was conducted under healthcare governance frameworks with informed consent, data protection, and sensitivity protocols for discussing serious illness and mortality.
By centering patient and caregiver voices in the research, the organisation gained evidence-based insights enabling them to design clinical endpoints capturing patient-prioritised outcomes rather than focusing exclusively on clinician-assessed measures.
Large-Scale Student Recruitment and Labour Market Intelligence
Higher EducationAssembled designed a mixed-methods research programme integrating large-scale online surveying (780+ respondents via stratified sampling), qualitative in-depth interviews, and labour market analysis using government manpower data for a major educational services provider in Singapore. The programme addressed four distinct student segments: current postgraduate students, prospective postgraduates, final-year university students, and working adults pursuing upskilling, each with different decision-making criteria. A customer journey framework mapped decision stages, touchpoints, and influencers across the full enrolment funnel.
Cross-analysis of survey findings with labour market data revealed alignment and misalignment between student programme expectations and actual employment outcomes. Where students anticipated salary levels that differed from market reality, the institution could either adjust positioning or recalibrate curricula to deliver promised outcomes.
Baby Skincare Product Development Programme
Consumer HealthAssembled executed a comprehensive mixed-methods baby skincare product development programme spanning mini focus groups, in-home ethnographic observations, and online quantitative surveying with 300+ respondents, producing nine iterative discussion guides and five survey versions over a six-month research window. Parents navigate complex anxieties about product safety, skin sensitivity, and developmental appropriateness while confronting conflicting expert advice from pediatricians, online communities, and influencers.
We designed a comprehensive mixed-methods programme spanning mini focus groups, in-home ethnographic observations, and online quantitative surveying. Qualitative insights informed quantitative instrument development across five major iterations, ensuring survey measures captured the actual decision-making priorities that emerged from exploration. Nine distinct discussion guides evolved iteratively over a six-month programme.
In-home observations revealed that parents employed skincare routines that often differed dramatically from product instructions. Ingredient transparency and third-party certifications outweighed marketed benefits as decision drivers among safety-conscious parent segments. This reoriented positioning strategy toward transparency and expert endorsement rather than product performance claims.
Microneedling Patch Innovation Study
Premium SkincareAssembled conducted 12 face-to-face in-depth interviews (90-120 minutes each) evaluating microneedling patch formulations across four distinct cultural and geographic consumer segments in Singapore, with a screening questionnaire refined through four iterations to identify genuine premium skincare consumers using five or more products daily. Participants evaluated four patch types across three skin concern areas during sessions that incorporated pre-task engagement with the products.
The screening questionnaire went through four distinct iterations reflecting the challenge of identifying participants who genuinely represented premium skincare consumers using five or more products daily. Discussion guides were customised for cultural nuances in skincare expectations and communication styles across the four nationality segments.
Integrated Solo Meals Market Research Programme
Food & Beverage / QSRAssembled designed and executed an integrated three-method research programme in Singapore with 165+ qualified participants, combining qualitative concept exploration (focus groups), quantitative product validation (Central Location Testing), and market sizing (survey research) to evaluate a solo meals product concept for a major QSR brand. Understanding this opportunity required research spanning concept validation through product optimisation and pricing strategy. The programme extended beyond fieldwork to include a strategy deck reflecting longer-term brand planning implications for this new consumption occasion.
Luxury Watch Consumer Segmentation Study
Luxury GoodsAssembled conducted 16 individual in-depth interviews with luxury watch consumers across three strategic segments in Singapore (existing luxury watch owners, heritage brand owners, and purchase-intent consumers), developing 16 custom moderator PowerPoint decks tailored to each participant's segment and psychological profile. Each segment required tailored communication and product strategies for purchases spanning four-figure to five-figure expenditures. Separate interview frameworks addressed distinct psychological journeys across satisfaction, heritage loyalty, and pre-purchase evaluation.
Cross-Border Mobile Banking UX Research
Financial TechnologyAssembled executed a longitudinal mobile banking UX research programme across Thailand and Indonesia, collecting 237 translated participant responses over three months through bilingual online community-based ethnography combined with structured user testing tasks. All screeners were translated into Indonesian and Thai. Participants completed weekly assignments across four-week cycles exploring first impressions, transactional capabilities, security perception, and competitive comparison through written submissions, chat-based discussions, and observational documentation.
Thai users demonstrated stronger preferences for multi-step transaction confirmation while Indonesian users prioritised speed and simplicity. Security concerns manifested differently across markets. These culturally specific insights directly informed interface design localisation for both countries.
Shopping Mall Delivery Traffic Observational Study
Retail & Urban PlanningAssembled conducted a seven-day observational traffic study at a major Singapore shopping mall, stationing trained observers at three primary entrances recording delivery traffic at 30-minute intervals, capturing 831+ photographs documenting delivery platform affiliation, bicycle parking utilisation, and weather conditions at each interval. The research provided objective, time-series evidence of delivery volumes, temporal patterns, and platform mix that staff estimates and anecdotal observation could not supply.
The research captured 831+ photographs creating a comprehensive visual archive. Analysis employed time-series data, platform distribution breakdowns, weather correlation testing, and spatial traffic mapping. Delivery traffic peaked during lunch and early evening, with weekends showing substantially higher volume. One platform represented approximately 45% of all traffic, informing proportional space allocation and vendor negotiations from an evidence-based position.
Expat Banking Research Across Five Asian Markets
Financial ServicesAssembled supported a multi-country qualitative research programme across five Asian markets (Singapore, Hong Kong, Shanghai, Bangkok, and Jakarta), combining in-depth customer interviews with observational research on banking touchpoints to understand expatriate banking needs for a leading international bank. Expat customers represent a high-value segment with sophisticated needs spanning international transfers, multi-currency management, and specialised credit products. Consistent research protocols enabled valid cross-market comparison while local research teams ensured cultural competency.
Influenza Disease Awareness and Prevention Campaign Research
Healthcare & PharmaAssembled fielded a multi-iteration quantitative street survey programme in Singapore with 500-800 respondents and 5+ questionnaire versions, evaluating influenza disease awareness, prevention knowledge, and the effectiveness of competing messaging approaches for a global healthcare marketing firm and pharmaceutical client. The research tested multiple messaging frames (personal protection, social responsibility, convenience, severity) across Singapore's diverse consumer population.
Research revealed that messaging effectiveness varied dramatically across demographic segments. One finding proved particularly important. Messaging attempting to counter specific misconceptions sometimes backfired, strengthening the very associations being addressed. Convenience messaging was surprisingly powerful, suggesting vaccination barriers were often more logistical than attitudinal. Open-ended response analysis revealed cultural factors and trust considerations influencing vaccination decisions.
Fine Jewelry Design Concept Validation with Physical Prototypes
Luxury GoodsAssembled conducted six focus group discussions in Singapore evaluating eight or more physical jewelry prototypes featuring contemporary geometric forms (cubic, hexagonal, octagonal, pentagonal) and unconventional material combinations (white gold, yellow gold, leather-metal integration) for a prestigious fine jewelry retailer. The designs represented a significant departure from the brand's traditional aesthetic, requiring consumer validation before committing to production tooling and inventory investment.
Participants examined actual jewelry pieces in-hand, assessing aesthetic appeal, material quality, sizing, proportion, wearability, and price-value perception across eight or more concept variations. The portfolio approach enabled efficient innovation pipeline management. Concepts with validated consumer enthusiasm were prioritised for production; designs with lukewarm reception were deprioritised, preventing costly launches based on internal aesthetic preferences alone.
Full Portfolio
Every Sector. Every Method.
Assembled has completed research across every methodology and industry listed below. Each entry documents the specific approach, sample design, and research architecture deployed from Singapore across Southeast Asia and international markets.
Personal Care & Skincare
Financial Services & Insurance
Food & Beverage
Healthcare & Pharmaceuticals
Luxury Goods & Hospitality
Aviation & Travel
Technology & Digital
Education, Government & Social Impact
Sustainability, B2B & Specialist Studies
Common Questions
What Clients Ask
What types of market research does Assembled conduct?
Qualitative research (focus groups, in-depth interviews, ethnography, shop-alongs), quantitative research (online surveys, Central Location Testing with ANOVA and JAR analysis), and mixed-methods programmes integrating multiple approaches. We also conduct home-use product testing, UX research, B2B vendor studies, and multi-country concept testing across Southeast Asia. See our full expertise →
Which industries has Assembled completed research for?
Personal care and skincare, financial services and insurance, food and beverage, healthcare and pharmaceuticals, luxury goods, retail and FMCG, aviation and travel, education, technology, government and policy, and sustainability. Projects span Singapore, Malaysia, Indonesia, Thailand, Philippines, Vietnam, Japan, China, Australia, India, and the United States.
How large are Assembled's research samples?
Sample sizes range from specialist studies with 10-16 participants for deep qualitative insight to quantitative programmes with 780+ respondents. Multi-country studies have reached 600-1000 respondents per market across up to eight countries simultaneously. We design sample sizes for the question being asked, balancing statistical power with research budget.
Does Assembled conduct research outside Singapore?
Yes. We conduct research across Southeast Asia (Malaysia, Indonesia, Thailand, Philippines, Vietnam) and have managed international projects spanning eight countries simultaneously, including Japan, Korea, China, India, Australia, the US, and European markets. Multi-country research includes bilingual fieldwork with culturally adapted discussion guides. See market entry research →
What statistical methods does Assembled use in product testing?
For CLT and sensory evaluation, we employ ANOVA (Analysis of Variance) for significance testing between product variants, Just-About-Right (JAR) scoring for attribute-level optimisation, post-hoc significance testing, and demographic subgroup analysis. Multi-phase testing programmes enable iterative product refinement between phases. See product testing →
Can Assembled handle healthcare and pharmaceutical research?
Yes. We have conducted oncology patient-caregiver research, severe asthma patient journey studies, hospital staff perspectives research, diabetes management studies, and pharmaceutical specialist surveys. All healthcare research follows appropriate governance frameworks including informed consent, data protection, ethics review, and sensitivity protocols for vulnerable patient populations.
How quickly can Assembled deliver research results?
Timelines depend on methodology and scope. Qualitative programmes with 6-12 IDIs typically deliver within 4-6 weeks from fieldwork start. Quantitative surveys with 300+ respondents run 6-8 weeks including analysis. Multi-phase and mixed-methods programmes span 3-6 months. We have completed rapid-turnaround CLT programmes validating product improvements within four months. Request a quote →
What makes Assembled different from other research firms in Singapore?
Assembled is founder-led by Felicia Hu, who personally oversees every project. We draw from a 100,000-member proprietary panel, conduct bilingual fieldwork in English and Mandarin, and combine qualitative depth with quantitative rigour including statistical methods like ANOVA and JAR analysis. We have completed 600+ projects since 2016 across 10+ industries with a five-star rating across 700+ reviews.
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