A twenty-six-year examination of Oklahoma USSSA baseball and softball tournament activity using the Hidden Valley Oklahoma Research dataset and AppSheet analytical framework.
The Hidden Valley Oklahoma Research dataset portrays a statewide youth-sports system that expanded considerably between 2001 and 2026. The research indicates approximately 166,000 recorded team entries and more than $36 million in estimated team-entry-fee activity, alongside additional modeled categories representing admissions, concessions, umpire compensation, event income and secondary economic activity.
The annual entry-fee graph shows a pronounced upward trend across the twenty-six-year period.
Tournament economics extend far beyond registration payments.
The financial scale of youth tournament sports makes facility governance, scheduling, public-private arrangements and community benefits legitimate subjects of continuing research.
Rounded values below are derived from the supplied Hidden Valley AppSheet graphics. They provide a statewide analytical overview and should be distinguished from audited accounting totals.
Team registration is only the first layer. Tournament activity activates facilities, labor, spectator travel and consumer spending across host communities.
The statewide dashboard consolidates ten major analytical categories into a single view, providing a high-level picture of tournament participation, modeled finances, sport distribution and event-host activity.
The opening period reflects a smaller statewide tournament market followed by consistent early expansion.
Annual team-entry-fee activity continued to increase as tournament participation and facility utilization expanded.
Oklahoma entered an extended period of comparatively high tournament activity, with annual totals remaining well above early-decade levels.
The chart records a temporary reduction during 2020. Its timing is consistent with COVID-19 disruptions, although the graph alone cannot establish the cause of each canceled or reduced event.
Tournament entry-fee activity rebounded strongly after 2020, with recent seasons reaching historically high levels.
Team registration represents the foundational revenue category within the tournament model. The statewide dashboard places cumulative 2001–2026 entry-fee activity at approximately $36 million.
The statewide sport comparison indicates approximately $21 million in baseball entry-fee activity and approximately $15.5 million in softball entry-fee activity during the study period.
The statewide team-count dashboard demonstrates the magnitude of participation across the twenty-six-year study period. These are tournament entries rather than necessarily 166,000 unique organizations.
The event-host graph shows substantial differences in cumulative team-entry-fee activity among tournament directors and hosting groups. Large differences in host totals may result from event volume, years of operation, tournament size, facility access, pricing or other legitimate operational factors.
A relatively small number of event hosts appear to account for a substantial portion of cumulative entry-fee activity.
Higher totals may reflect longevity, event frequency, larger fields, facility relationships or greater organizational capacity.
Tournament schedules, host agreements and facility contracts would provide additional context regarding event concentration.
Each graphic below represents a separate component of the statewide Hidden Valley analytical model. Select any image to enlarge it.
Approximately $28 million in modeled admission activity across the statewide study period.
Approximately $34 million in estimated concession activity within the statewide model.
Approximately $31 million in modeled compensation associated with tournament officiating.
The statewide model indicates approximately $104 million in cumulative event-net activity.
Approximately $139 million in modeled cumulative tournament income across Oklahoma.
Approximately $93 million in modeled broader economic impact.
Direct event revenues capture only part of tournament-related commerce. Visiting athletes and families may also create demand across hospitality, retail, transportation and service sectors.
Overnight tournament stays can generate hotel and lodging demand.
Tournament families frequently purchase meals throughout event weekends.
Fuel and transportation expenses accompany regional tournament travel.
Sporting goods, groceries, apparel and convenience purchases add activity.
Tournament travel can introduce families to host communities.
Visitor spending may contribute to taxable local retail activity.
Tournament operations support officials, staff, vendors and contractors.
Sports infrastructure can become part of broader economic-development strategy.
Hidden Valley Oklahoma Research uses a standardized analytical framework so statewide, municipal and facility-level studies can be compared consistently.
Every Hidden Valley report should distinguish clearly among underlying data, modeled calculations, analytical interpretation and independently verified conclusions.
Event, tournament, team, sport, year and host information contained within the research dataset.
Calculations produced using standardized assumptions for admissions, concessions, umpire expenses and related categories.
Identification of trends, concentration, growth patterns and areas requiring additional investigation.
Findings supported by contracts, receipts, financial records, government documentation or other primary evidence.
These questions do not imply wrongdoing. They identify categories where additional records could improve public understanding of Oklahoma's youth-sports economy.
This statewide report establishes the analytical baseline for facility and municipality studies published through the Hidden Valley Oklahoma Research initiative.
Statewide foundational analysis of tournament participation, financial estimates, sports tourism and event-host activity.
View Statewide Research →
Facility-level analysis of USSSA tournament activity, revenue estimates and host distribution.
View Bouse Research →Additional municipality and sports-complex studies can be added to this library as they are completed, creating a unified statewide research archive.
The downloadable Executive Summary provides a consolidated examination of twenty-six years of statewide USSSA tournament activity, including participation, financial estimates, sport distribution, event-host concentration, economic impact, methodology and research limitations.
The Hidden Valley Oklahoma Research dataset indicates that USSSA baseball and softball tournament activity developed into a substantial statewide youth-sports ecosystem between 2001 and 2026. The scale of team participation, direct tournament revenue and modeled community impact demonstrates that youth sports warrant examination not only as recreation, but also as sports tourism, economic development and public-policy activity.
Large tournament systems can generate significant visitor activity and may influence community decisions involving facilities, infrastructure and tourism strategy.
Publicly owned or publicly supported sports facilities benefit from transparent agreements, measurable outcomes and clearly documented revenue and expense structures.
The statewide dataset provides a foundation for detailed municipality, facility, event-host and year-specific studies across Oklahoma.
Hidden Valley Oklahoma Research is presented for research, education, public-interest analysis and discussion concerning youth-sports economics, sports tourism, public-facility use and community impact.
Values identified as estimates were developed from the Hidden Valley Oklahoma Research dataset, AppSheet calculations and standardized analytical assumptions. They have not been independently audited and should not be interpreted as official financial statements of USSSA, any municipality, sports complex, event host, tournament director, sanctioning organization or private entity.
Event-host concentration, differences in tournament volume or other patterns displayed within this research do not constitute allegations or findings of criminal, civil, contractual or ethical wrongdoing. Differences may result from legitimate operational, historical, scheduling, competitive or contractual factors.
Independent contracts, receipts, invoices, accounting records, government documents and other primary-source evidence would be required to establish verified financial conclusions.
Readers should distinguish carefully among observed dataset information, modeled estimates, research interpretation and independently verified conclusions.
