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. Author manuscript; available in PMC: 2023 Oct 24.
Published in final edited form as: J Park Recreat Admi. 2022 Mar 18;40(4):45–65. doi: 10.18666/jpra-2022-11392

Table 3.

ANOVA Results and Mobile Device/Reservation Zip Code Correlations

Sample Size of Recreation.gov data and Correlations
n (# of devices) Mean Std. Deviation Mean Difference F-value/Welch Statistic p-value Levine statistic n (# of reservations) Correlation with common evening location zip codes
Buckhorn (Chickasaw National Recreation Area) Campground 1,032 0.860
 Median Annual Household Income 626 $5,940 10.322 0.00la 16.227d
  Requiring Reservations 285 $59,735 $25,491
  No Reservations 341 $53,796 $19,700
 Portion of White Residency 632 0.0023 0.025 0.875 0.076e
  Requiring Reservations 288 0.7182 0.1860
  No Reservations 344 0.7159 0.1922
Green River (Colorado National Monument) Campground 1,344 0.890
 Median Annual Household Income 581 $5,084 3.919 0.048c 1.24e
  Requiring Reservations 302 $74,364 $32,548
  No Reservations 279 $69,280 $29,066
 Portion of White Residency 591 0.0108 0.450 0.503 0.738e
  Requiring Reservations 307 0.7797 0.1911
  No Reservations 284 0.7689 0.1988
Loft Mountain (Shenandoah National Park) Campground 1,439 0.995
 Median Annual Household Income 1289 $6,369 6.484 0.01lb 11.641d
  Requiring Reservations 417 $81,825 $43,863
  No Reservations 872 $75,455 $37,854
 Portion of White Residency 1313 −0.0106 0.677 0.411 1.057e
  Requiring Reservations 426 .7266 .2138
  No Reservations 887 .7372 .2218
Oak Ridge (Prince William Forest Park) Campground
 Median Annual Household Income 307 $1,991 0.163 0.687 0.003e
  Requiring Reservations 187 $97,627 $43,115
  No Reservations 120 $95,636 $40,570
 Portion of White Residency 310 0.0686 6.142 0.014b 0.027e
  Requiring Reservations 188 .6486 .2387
  No Reservations 122 .5800 .2271
Saddlehorn (Dinosaur National Monument) Campground 1,746 0.943
 Median Annual Household Income 722 $3,899 2.800 0.095 1.221e
  Requiring Reservations 341 $71,113 $32,367
  No Reservations 381 $67,214 $30,234
 Portion of White Residency 732 −0.0133 0.874 0.350 0.723e
  Requiring Reservations 343 .7710 .1966
  No Reservations 389 .7843 .1883

Note: Median Annual Household Income and Portion of White Residency are calculated at the U.S. Census Block Group level

a

Difference in means significant at a 99% confidence interval

b

Difference in means significant at a 98% confidence interval

c

Difference in means significant at a 95% confidence interval

d

Equality of variances cannot be assumed.

e

Equality of variances can be assumed.