Human participant profile
| Participant ID | Income level* | Sector | Years in operation | Interview duration (min) | Key innovation focus (Self-Reported) |
|---|---|---|---|---|---|
| HP-LI-01 | Low income | Agri-tech (small scale) | 3 | 53 | Resource optimization in farming practices |
| HP-LI-02 | Handicrafts and tourism | 5 | 68 | Leveraging local materials for unique product offerings | |
| HP-LI-03 | Mobile money services | 4 | 57 | Adapting existing technology for underserved populations | |
| HP-LI-04 | Renewable energy solutions | 2 | 61 | Developing affordable off-grid energy systems | |
| HP-LI-05 | Subscriptions selling | 6 | 56 | Selling subscriptions of some services at a certain percentage | |
| HP-lmi-06 | Lower-middle income | E-commerce (local artisans) | 3 | 51 | Connecting traditional artisans with wider online markets |
| HP-lmi-07 | Fintech (micro-loans) | 5 | 65 | Providing accessible financial services through mobile technology | |
| HP-lmi-08 | Sustainable tourism | 4 | 60 | Promoting eco-friendly tourism initiatives | |
| HP-lmi-09 | Food processing and export | 7 | 48 | Developing value-added agricultural products for international markets | |
| HP-lmi-10 | Ed-tech (online tutoring) | 2 | 63 | Offering affordable online educational resources | |
| HP-umi-11 | Upper-Middle income | Software development | 6 | 55 | Creating niche software solutions for specific industries using AI |
| HP-umi-12 | Biotechnology (healthcare) | 4 | 71 | Developing innovative diagnostic tools and treatments | |
| HP-umi-13 | Renewable energy manufacturing | 5 | 58 | Localizing the production of solar and wind energy components | |
| HP-umi-14 | Creative industries (design) | 3 | 64 | Blending traditional crafts with contemporary design | |
| HP-umi-15 | E-commerce (specialty goods) | 7 | 59 | Curating and selling unique, locally sourced | |
| HP-hi-16 | High income | Advanced manufacturing | 8 | 62 | Implementing industry 4.0 principles for customized production |
| HP-hi-17 | Fintech (AI-driven trading) | 4 | 54 | Using artificial intelligence for algorithmic trading strategies | |
| HP-hi-18 | Sustainable fashion | 5 | 67 | Developing circular economy models for the fashion industry | |
| HP-hi-19 | Biotechnology (therapeutics) | 9 | 49 | Pioneering novel gene therapies and personalized medicine | |
| HP-hi-20 | Robotics and automation | 6 | 66 | Creating advanced robotic solutions for various industrial applications |
| Participant | Income level* | Sector | Years in | Interview | Key innovation focus (Self-Reported) |
|---|---|---|---|---|---|
| HP-LI-01 | Low income | Agri-tech (small scale) | 3 | 53 | Resource optimization in farming practices |
| HP-LI-02 | Handicrafts and tourism | 5 | 68 | Leveraging local materials for unique product offerings | |
| HP-LI-03 | Mobile money services | 4 | 57 | Adapting existing technology for underserved populations | |
| HP-LI-04 | Renewable energy solutions | 2 | 61 | Developing affordable off-grid energy systems | |
| HP-LI-05 | Subscriptions selling | 6 | 56 | Selling subscriptions of some services at a certain percentage | |
| HP-lmi-06 | Lower-middle | E-commerce (local artisans) | 3 | 51 | Connecting traditional artisans with wider online markets |
| HP-lmi-07 | Fintech (micro-loans) | 5 | 65 | Providing accessible financial services through mobile technology | |
| HP-lmi-08 | Sustainable tourism | 4 | 60 | Promoting eco-friendly tourism initiatives | |
| HP-lmi-09 | Food processing and export | 7 | 48 | Developing value-added agricultural products for international markets | |
| HP-lmi-10 | Ed-tech (online tutoring) | 2 | 63 | Offering affordable online educational resources | |
| HP-umi-11 | Upper-Middle | Software development | 6 | 55 | Creating niche software solutions for specific industries using AI |
| HP-umi-12 | Biotechnology (healthcare) | 4 | 71 | Developing innovative diagnostic tools and treatments | |
| HP-umi-13 | Renewable energy manufacturing | 5 | 58 | Localizing the production of solar and wind energy components | |
| HP-umi-14 | Creative industries (design) | 3 | 64 | Blending traditional crafts with contemporary design | |
| HP-umi-15 | E-commerce (specialty goods) | 7 | 59 | Curating and selling unique, locally sourced | |
| HP-hi-16 | High income | Advanced manufacturing | 8 | 62 | Implementing industry 4.0 principles for customized production |
| HP-hi-17 | Fintech (AI-driven trading) | 4 | 54 | Using artificial intelligence for algorithmic trading strategies | |
| HP-hi-18 | Sustainable fashion | 5 | 67 | Developing circular economy models for the fashion industry | |
| HP-hi-19 | Biotechnology (therapeutics) | 9 | 49 | Pioneering novel gene therapies and personalized medicine | |
| HP-hi-20 | Robotics and automation | 6 | 66 | Creating advanced robotic solutions for various industrial applications |
Note(s):
*According to World Bank (2025); GNI per capita classifications