FIELD LOG // QUALITATIVE PROTOCOLS

Fieldwork Methods & Survey Ground-Truthing

Deploying cognitive anthropology, immersion, and intercept fieldwork across transit corridors, commercial districts, healthcare access zones, and neighborhood care ecosystems.

METHOD 01 DEEP IMMERSION Field Ethnography
PARTICIPANT OBSERVATION & REAL-TIME JOTTINGS

Direct Field Immersion & Behavioral Dwell Tracking

Embedding directly inside public markets, transit nodes, hospital waiting areas, and residential courtyards. We convert real-time field jottings into thick, structured descriptive data that captures social frictions and lived trade-offs standard datasets miss.

Thick Description Dwell-Time Tracking Field Jottings Spatial Friction Audits
METHOD 02 VARIABLE EXTRACTION Cognitive Anthropometrics
CULTURAL DOMAIN ANALYSIS & FREE-LISTING

Cognitive Domain Analysis & Grounded Survey Design

Using systematic free-listing, pile sorts, and semantic taxonomy analysis across diverse stakeholder groups. We replace top-down survey assumptions with mathematically verified local categories and salient friction metrics (Smith's S) before launching formal quantitative instruments.

Grounded Variable Extraction Free-List Saliency (Smith's S) Pile-Sort Taxonomies Validated Questionnaire Design
METHOD 03 FIELD INTERCEPTS Mixed Inquiry
SEMI-STRUCTURED INTERVIEWS & INTERCEPT SURVEYS

Multi-Sector Intercept Surveys & In-Depth Interviews

Conducting rapid on-the-ground intercept surveys and structured qualitative interviews across commercial corridors, healthcare catchments, and public spaces to uncover immediate economic hurdles, institutional mistrust, and informal support systems.

Rapid Sidewalk Intercepts Semi-Structured Interviews Qualitative Coding Pipelines Multi-Sector Audits

FIELD LOGS & WORKING PREPRINTS

Read full field notes, visual documentation, and ongoing spatial research updates.

ETHNOGRAPHIC FIELDNOTES

Unfiltered field notes, ethnographic reflections, and spatial analysis from the ground.