The archive is organized by subject so readers can enter the research from the perspective most relevant to them. These hub areas connect to existing landing pages, reports, profiles, case studies, source records and historical material without requiring every individual page to appear in the main website menu.
01 • STATEWIDE RESEARCH
Hidden Valley / USSSA
The statewide 2001–2026 research architecture connecting tournament events, divisions, teams, advertised entry fees, directors, facilities, municipalities, games, officials and standardized economic models.
Enter Hidden Valley →
02 • PEOPLE & ORGANIZATIONS
Directors & Organizations
Research profiles connecting directors and organizations to documented tournament activity in the statewide dataset. The developing directory will provide a scalable way to explore individual and organizational activity without placing hundreds of profiles in the main menu.
Browse Current Profiles →
03 • ATHLETIC INFRASTRUCTURE
Sports Facilities
Research involving municipal, county, school, tribal, nonprofit and private athletic facilities, including tournament activity, ownership and operating structures, public investment and facility-level reports.
Browse Current Facilities →
04 • GEOGRAPHY & PUBLIC RESOURCES
Municipalities & Public Assets
A developing geographic research hub connecting communities to facilities, tournament activity, organizations, public records, leases, infrastructure and related case studies.
Explore Statewide Geography →
05 • WORKFORCE
Officials & Workforce
Research into officiating demand, compensation, staffing structures, professionalization, employment models and the Oklahoma Professional Umpire Workforce Model.
Explore Officials Research →
06 • YOUTH SPORTS GOVERNANCE
Little League
Research examining league governance, eligibility, facility control, documentary integrity, institutional accountability, complaints, historical records and proposed reforms.
Open Little League Research →
07 • COMMUNITY ACCESS
Public Schools & Community Sports
Research extending beyond tournament baseball into public-school athletic facilities, community access, local sports systems and comparative youth-sports operating models.
Explore Public-School Research →
08 • PUBLIC ACCOUNTABILITY
Governance & Oversight
Research involving public records, leases, contracts, organizational structures, governmental relationships, financial transparency and oversight questions arising from youth-sports systems.
Explore Oversight Research →
09 • CASES & PROCEEDINGS
Cases & Proceedings Research
Research involving court proceedings, public disputes and documentary case records. Allegations, pleadings and unresolved questions are distinguished from adjudicated findings and verified conclusions.
Explore Case Research →
10 • RESEARCH DEVELOPMENT
Research Architecture
Follow the evolution from the original facility question through Pre-Draft, AIUSSSA and the Hidden Valley reconstruction-and-verification era, including the methodological decisions that reshaped the project.
View Research Architecture →
11 • METHODS & STANDARDS
Research Methodology
A transparent explanation of source acquisition, structured records, evidence classification, calculations, modeling, validation, correction procedures, reproducibility standards and research limitations.
Review Methodology →
12 • RESEARCH HISTORY
Historical Research Archive
Earlier models, reports and research generations are preserved as part of the project's history. Historical material should be read in the context of its publication date and may be superseded by later datasets, methodology or source discoveries.
Explore Research Evolution →