
microscopIA will provide structured training in:
the research protocol;
provider identification;
source hierarchy;
service classification;
source documentation;
facility verification;
geolocation;
geographic-information-system methodology;
travel-time modeling;
real-world model validation;
database quality control;
manuscript development;
policy-brief preparation; and
scientific communication.
Participants are nevertheless expected to self-manage routine project activities.
The participant team will jointly distribute:
departments and municipalities;
provider categories;
facility-verification responsibilities;
conflict-victim datasets;
real-world travel-time validation routes;
quality-control activities; and
manuscript-development responsibilities.
The team must select one participant as Team Leader.
The Team Leader will:
coordinate internal task distribution;
monitor completion of assignments;
consolidate progress information;
identify unresolved provider or data-verification issues;
coordinate internal deadlines;
present periodic reports to the Principal Investigator; and
facilitate completion of project milestones.
Technical considerations
Participants will identify and verify healthcare organizations capable of providing relevant components of the clinical pathway, including:
orthopedic surgery;
amputation surgery;
trauma surgery;
reconstructive surgery;
prosthetic manufacturing;
prosthetic fitting;
prosthetic repair and maintenance;
orthotic services;
physical medicine and rehabilitation;
physiotherapy;
occupational therapy;
prosthetic rehabilitation; and
multidisciplinary amputee services.
For each eligible provider, participants should collect, when available:
facility name;
organization type;
public/private/non-profit status;
civilian or military status;
address;
municipality;
department;
geographic coordinates;
orthopedic surgical capabilities;
amputation-related surgical capabilities;
prosthetic services;
upper-limb prosthetic services;
lower-limb prosthetic services;
pediatric capability;
manufacturing capability;
fitting capability;
rehabilitation capability;
maintenance and repair capability;
funding mechanisms accepted;
website and contact information;
source;
verification date; and
verification status.
Every provider must remain traceable to an official registry, institutional source, direct confirmation, or another verifiable source. The source protocol explicitly prohibits fabrication of facility numbers, coordinates, or service capabilities.
Real-world validation
A dedicated participant responsibility will be to collect data allowing external validation of the modeled travel-time estimates.
Participants will identify suitable origin-destination pairs connecting affected municipalities, healthcare facilities, or documented patient/referral routes.
For each validation route, participants should obtain the most reliable feasible reference travel-time information, which may include:
prospectively documented travel times;
provider-reported referral travel times;
health-system or institutional transport records where available;
documented patient or referral journeys;
verified ambulance or medical-transport records where accessible;
repeated route measurements using standardized routing procedures; or
other independently documented real-world travel observations approved by the investigators.
For each observation, participants should document:
origin;
destination;
date or reference period;
transport modality;
observed or reference travel time;
route source;
relevant road or geographic conditions;
modeled travel time; and
source and verification status.
These observations will be compared with model predictions to determine whether the geospatial model systematically underestimates or overestimates actual travel time.
The project is expected to generate:
A verified national database of orthopedic surgical providers.
A verified national database of prosthetic and orthotic providers.
A verified national database of rehabilitation facilities.
A database of relevant military and civilian healthcare facilities.
Standardized geographic coordinates for eligible providers.
A national geospatial dataset.
A conflict-victim geographic dataset using the smallest reliable geographic unit available.
Maps of conflict-related casualties and affected populations.
Maps of orthopedic surgical services.
Maps of prosthetic providers.
Maps of rehabilitation facilities.
Maps of relevant military healthcare infrastructure.
Travel-time accessibility maps.
Accessibility estimates for clinically relevant time thresholds.
Urban-rural accessibility comparisons.
Geographic mismatch analyses comparing conflict burden with healthcare supply.
Identification of priority municipalities for service expansion.
A real-world travel-time validation dataset.
Quantitative assessment of agreement between modeled and observed travel times.
A national patient-pathway diagram describing access from injury through surgery, rehabilitation, prosthetic fitting, maintenance, and replacement.
A regional or national analytical report.
A policy brief for relevant Colombian health and rehabilitation authorities.
A scientific manuscript intended for submission to a PubMed-indexed journal.
A scientific abstract and poster suitable for presentation at an international rehabilitation, orthopedic, global-health, or health-services congress.
The source protocol similarly anticipates a PubMed-indexed manuscript, national provider database, national geospatial dataset, accessibility maps, identification of underserved municipalities, policy brief, and dataset suitable for future health-economic research.
Healthcare Geospatial and Accessibility Evaluation
Critical Care Medicine, Travel-Time Analysis
Jorge Racedo at microscopIA, Dr. Joseph L. Nates at The University of Texas MD Anderson
- Applicants may be students or professionals in medicine, biomedical engineering, nursing, public health, epidemiology, biostatistics, global health, health geography, geographic information systems, health policy, health-services research, data science, or another relevant discipline. Applicants must have sufficient English and Spanish proficiency, ability to work accurately with structured information, capacity to follow a standardized research protocol, attention to source documentation, and sufficient availability to complete assigned work. Knowledge or familiarity with the Colombian health system is desirable. Availability to work remotely and without any fixed schedule approximately 3-7 hours per week. microscopIA will have minimal meetings yet the team may decide internally to meet aiming to check progress for all the participants. The expected outcomes will be informed after finishing the training, so the team leader will make decisions on team progress and operational decision-making.
Any Country
Data Collection, Data Curation, Data Validation, Data Quality Control, Literature Review, Manuscript Preparation, Manuscript Revision, Conference Presentation, Poster Preparation, Response to Reviewers, Database Development
7
English, Spanish
This project extends the cross-sectional geospatial framework demonstrated in the Colombian national ICU accessibility study, including validated ICU locations, harmonized population information, transport-network travel-time analysis, population coverage estimation, and model validation.
Reference:
Quintero Villarreal A, Nates JL, Camargo-Assis F, et al. Prolonged travel time to intensive care in Colombia: a national analysis to inform critical care policy and network design. Research Square. 2026. doi:10.21203/rs.3.rs-10233105/v1.
This manuscript is currently under peer review in Scientific Reports that is a journal from the Springer Nature editorial, PubMed-indexed, and with an impact factor of 4.9 (2025).- microscopIA will provide structured training in the tasks required to conduct the study.
September 28, 2026 at 12:00:00 AM
September 30, 2026
October 1, 2026
December 20, 2026
Each participant may declare a maximum of two institutional affiliations.
Every affiliation must follow:
Department, Organization (Hospital, University, Company), City, Country.microscopIA will cover approved publication fees associated with the anticipated regional manuscript.
Participants will not be required to personally pay approved article-processing charges.
Memberships are reinvested to pay microscopIA staff (epidemiologists, engineers, data scientists) salaries and to cover the publication fees for the resulting manuscripts. This maintain our work neutral, financially self-sustainable, and without any existing conflict of interest to maintain rigor and integrity in evidence generation.
