Recent Research Projects
Unique Approaches to Complex Problems

How to holistically understand the member journey into choosing a fitness studio and how to communicate in a way that is relevant to them?
Alloy Personal Training
1. Member Journey Mapping & Experience Optimization
Objective: To understand the complete member journey, identify pain points, and enhance overall experience.
Approach: Conducted in-depth qualitative interviews, quantitative surveys, and observational studies to map touchpoints across all member interactions (lead interactions, SPS, fitness sessions and ongoing retention activities.
Outcome: Developed a comprehensive journey map that pinpointed key friction areas, leading to the redesign of onboarding and retention strategies.
2. Voice of the Member (VoM) Program Development & Implementation
Objective: To systematically capture and analyze member feedback to inform service improvements.
Approach: Established a VoM framework including regular surveys, focus groups, and real-time feedback after training sessions.
Outcome: Created actionable insights that drove personalized training programs and customer service enhancements.
3. Digital Experience & Platform Usability Study
Objective: To evaluate and improve the usability of Alloy’s mobile app and scheduling platform.
Approach: Employed usability testing, heatmaps, and user feedback sessions to identify usability barriers.
Outcome: Sent recommendations to the franchise for redesigned key interface elements based on insights.
4. Competitive Benchmarking & Market Insights
Objective: To assess Alloy’s positioning within the competitive fitness market and identify areas for differentiation.
Approach: Conducted industry benchmarking, competitor analysis, and consumer perception surveys.
Outcome: Provided strategic recommendations that informed new marketing messaging.
5. Behavioral & Motivational Segmentation Study
Objective: To better understand member motivations and behaviors to tailor marketing campaigns and engagement strategies.
Approach: Leveraged psychographic, demographic and motivational data to create detailed member segments.
Outcome: Enabled targeted marketing campaigns that increased lead generation by 10%.

What products should we have in our snacking portfolio?
Jobs to Be Done for Snacking – Consumer Trends & Strategic Insights – Tyson Foods
Objective
To identify key consumer needs and latent desires related to snacking behaviors, applying the Jobs to Be Done (JTBD) framework to uncover opportunities for innovation that align with evolving consumer preferences and lifestyle changes.
Research Approach & Methodology
1. Literature & Market Trend Review
– Analyzed recent reports on snack industry growth, health trends, and sustainability influences (e.g., Nielsen, Mintel).
– Identified shifts in consumer priorities: health consciousness, convenience, environmental impact.
– Monitored social media conversations and influencer content for emerging snacking habits.
2. Ethnographic & Consumer Interviews
– Conducted 30+ in-depth interviews across diverse demographics, capturing moment-to-moment snacking decisions.
– Utilized virtual ethnography to observe online snack-related behaviors and community discussions.
– Focused on understanding emotional and functional motivations behind snack choices.
3. Quantitative Data Analysis
– Analyzed purchasing data, loyalty program insights, and online search trends for snack categories.
– Applied clustering techniques to segment consumers by snack motivations (health-focused, indulgent, on-the-go
– Identified seasonal and regional variations impacting snack preferences.
4. Jobs to Be Done (JTBD) Framework Application
Based on the qualitative and quantitative insights, we articulated core JTBD statements reflecting consumer needs:
– “I want a healthy snack option when I’m on the go, so I can stay energized without compromising my health.”
– “I need a convenient snack that I can carry easily, so I don’t have to stop for a full meal.”
Emotional Jobs:
– “I want to feel indulgent and treat myself, so I can enjoy moments of happiness during busy days.”
– “I wish I could snack guilt-free, so I don’t feel anxious about my health choices.”
Latent Jobs:
– “I want snacks that align with my sustainability values, so I can make environmentally conscious choices effortlessly.”
– “I need snacks that fit into my lifestyle, so I can seamlessly incorporate them into my routines.”
5. Insights & Strategic Opportunities
– Health & Wellness: Growing demand for functional snacks with added benefits (protein, vitamins, adaptogens). Opportunities to develop health-focused, portable snack offerings tailored for busy, health-conscious consumers.
– Sustainability: Increasing consumer interest in eco-friendly packaging and ethically sourced ingredients. Potential to innovate with sustainable snack options that appeal to environmentally conscious travelers.
– Customization & Experience: Preference for personalized snack options, including locally sourced and artisanal products.
6. Future Trends & Foresight
– Anticipate rising interest in functional, mindful snacking aligned with wellness lifestyles.
– Growing demand for sustainable, transparency-driven brands.
– Increased use of AI and data-driven personalization to recommend snacks aligned with individual health goals and preferences.
Summary
This Jobs to Be Done analysis revealed key consumer needs and emerging opportunities within the snacking category, setting the foundation for a three-year innovation pipeline.

How do we speak to, and become more relevant with our donors?
Donor Giving Motivational Segmentation – ALSAC, St. Jude Children’s Hospital
Objective
To identify distinct emotional motivators among donors, enabling targeted engagement strategies that foster loyalty, deepen connection, and inspire ongoing support for St. Jude Children’s Research Hospital.
Research Approach & Methodology
1. Literature & Nonprofit Sector Trends Review
– Analyzed existing research on donor psychology and emotional motivators in philanthropy.
– Reviewed case studies of successful donor segmentation in health charities.
– Identified common emotional drivers: compassion, hope, personal connection to childhood cancer stories, and social proof.
2. Qualitative Data Collection
– Conducted 25 in-depth interviews with diverse donor segments (major donors, monthly supporters, first-time givers).
– Implemented storytelling sessions and narrative elicitation techniques to uncover underlying emotional triggers.
– Gathered insights via digital surveys focusing on emotional responses to donation appeals.
3. Quantitative Data Analysis
– Analyzed donation history, engagement metrics, and behavioral indicators for segmentation.
– Used cluster analysis to identify distinct emotional profiles and support motivations.
– Mapped emotional drivers against demographic and psychographic data for nuanced understanding.
4. Emotional Segmentation Framework & Findings
Segment 1: The Compassionate Caregiver
– Core Motivator: Deep empathy for children suffering from illness.
– Emotional Drivers: Compassion, desire to ease pain, personal connection to childhood health stories.
– Engagement Strategy: Share heartfelt stories of children and families, highlight personal impact, and emphasize how donations directly support patient care.
Segment 2: The Hopeful Advocate
– Core Motivator: Belief in progress and transformative cures.
– Emotional Drivers: Hope, optimism, trust in scientific advancement.
– Engagement Strategy: Focus on research breakthroughs, future innovations, and how donor support fuels hope for a cure.
Segment 3: The Personal Protector
– Core Motivator: Personal connection or experience related to childhood illness.
– Emotional Drivers: Guilt, sense of duty, personal family stories.
– Engagement Strategy: Use personalized storytelling, stewardship events, and opportunities that foster a sense of ownership and legacy.
Segment 4: The Social Supporter
– Core Motivator: Social proof, community involvement, peer influence.
– Emotional Drivers: Recognition, belonging, social responsibility.
– Engagement Strategy: Highlight community impact stories, create ambassador programs, and leverage peer networks.
5. Insights & Strategic Opportunities
– Tailored Messaging:Develop targeted communication strategies that appeal to each segment’s core emotions, increasing engagement and loyalty.
– Personalized Stewardship: Implement personalized acknowledgment and storytelling programs that reinforce emotional connections, fostering long-term support.
– Segment-Specific Campaigns: Design campaigns that resonate with each segment’s motivators—such as hope-focused narratives for the Hopeful Advocate or community stories for the Social Supporter.
– Deepening Connection: Leverage digital platforms, social media, and events to facilitate emotional storytelling, creating a sense of community and shared purpose.
6. Future Foresight & Recommendations
– Anticipate evolving emotional motivators as communication channels and societal values change.
– Use AI-driven data analysis to refine segmentation and personalize outreach.
– Explore new emotional drivers linked to innovation in pediatric care, fostering ongoing engagement through updated storytelling.
– Foster a culture of emotional authenticity and transparency to build resilience and trust among donors.
Summary
This emotional segmentation framework provided actionable insights into the psychological drivers of donors to St. Jude Children’s Research Hospital. It enabled tailored engagement strategies that strengthen emotional bonds, drove sustained giving, and elevated the organization’s impact.

What they say about working with me?
Recommendations

“Roxana is highly skilled at understanding business challenges and crafting tailored research solutions. She excels at analyzing data and turning complex findings into clear, actionable insights. During a major segmentation project, she demonstrated strong leadership and effectively communicated her ideas, gaining support from stakeholders. Beyond her technical expertise, Roxana is compassionate and supportive, always willing to mentor others and create a positive team environment.”
Dan Boyer
Director Insights, ALSAC, St Jude Children’s Hospital

“It’s truly a pleasure to work with Roxana. Her depth of experience, keen analytical skills, and ability to uncover meaningful insights consistently elevated our projects and drove impactful decisions. She also demonstrated strong leadership and fostered effective cross-team collaboration, driving innovation and aligned outcomes.”
Allen Whitehouse
VP Insights and Sensory, Tyson Foods

