{ "report_id": "190-future-booking-after-absence", "status": "validated", "version": "1.0", "cohort": "2025-01-01/2025-12-31", "observation_cutoff_exclusive": "2026-04-01", "definitions": { "eligible_profile": "Perfil con primera ausencia observada en una reserva con bono durante 2025.", "future_booking": "Primera reserva posterior que ya estaba creada y seguía activa al comenzar la clase no realizada.", "primary_scope": "Ausencias con devolución del crédito.", "return": "Cualquier asistencia efectiva posterior." }, "sample": { "tenants_attempted": 2174, "tenants_succeeded": 2174, "tenants_failed": 0, "centers_with_cohort": 1832, "aggregate_rows": 16216, "eligible_profiles": 75903 }, "primary_prevalence": { "minimum_profiles_per_center": 20, "centers": 991, "profiles": 63496, "future_booking_within_7_mean_center_pct": 46.92, "future_booking_within_7_median_center_pct": 45.45, "first_future_booking_attended_mean_center_pct": 74.84, "future_booking_within_7_bootstrap_95_ci_pct": [ 45.85, 47.99 ] }, "primary_outcome_comparison": { "minimum_each_group_per_center": 10, "centers": 780, "profiles_within_7": 26684, "profiles_none_90": 30160, "differences": { "7": { "mean_percentage_points": 31.24, "centers_with_positive_difference_pct": 98.59, "bootstrap_95_ci_percentage_points": [ 30.22, 32.25 ] }, "30": { "mean_percentage_points": 16.3, "centers_with_positive_difference_pct": 92.18, "bootstrap_95_ci_percentage_points": [ 15.48, 17.1 ] }, "90": { "mean_percentage_points": 10.45, "centers_with_positive_difference_pct": 81.79, "bootstrap_95_ci_percentage_points": [ 9.77, 11.11 ] } } }, "comparison_within_prior_frequency": { "0": { "minimum_each_group_per_center": 3, "centers": 516, "profiles_within_7": 3976, "profiles_none_90": 5938, "differences": { "7": { "mean_percentage_points": 47.17, "centers_with_positive_difference_pct": 96.51 }, "30": { "mean_percentage_points": 31.35, "centers_with_positive_difference_pct": 88.18 }, "90": { "mean_percentage_points": 22.93, "centers_with_positive_difference_pct": 81.4 } } }, "1": { "minimum_each_group_per_center": 3, "centers": 408, "profiles_within_7": 2794, "profiles_none_90": 3957, "differences": { "7": { "mean_percentage_points": 33.3, "centers_with_positive_difference_pct": 88.24 }, "30": { "mean_percentage_points": 18.45, "centers_with_positive_difference_pct": 75.49 }, "90": { "mean_percentage_points": 12.63, "centers_with_positive_difference_pct": 65.93 } } }, "2-3": { "minimum_each_group_per_center": 3, "centers": 520, "profiles_within_7": 4005, "profiles_none_90": 5351, "differences": { "7": { "mean_percentage_points": 32.91, "centers_with_positive_difference_pct": 89.23 }, "30": { "mean_percentage_points": 16.06, "centers_with_positive_difference_pct": 71.54 }, "90": { "mean_percentage_points": 9.5, "centers_with_positive_difference_pct": 56.15 } } }, "4-7": { "minimum_each_group_per_center": 3, "centers": 566, "profiles_within_7": 5228, "profiles_none_90": 5512, "differences": { "7": { "mean_percentage_points": 24.77, "centers_with_positive_difference_pct": 85.34 }, "30": { "mean_percentage_points": 10.15, "centers_with_positive_difference_pct": 58.66 }, "90": { "mean_percentage_points": 5.6, "centers_with_positive_difference_pct": 40.11 } } }, "8+": { "minimum_each_group_per_center": 3, "centers": 619, "profiles_within_7": 8654, "profiles_none_90": 5722, "differences": { "7": { "mean_percentage_points": 17.25, "centers_with_positive_difference_pct": 72.21 }, "30": { "mean_percentage_points": 5.03, "centers_with_positive_difference_pct": 33.93 }, "90": { "mean_percentage_points": 2.2, "centers_with_positive_difference_pct": 16.8 } } } }, "sensitivity": { "5": { "prevalence": { "minimum_profiles_per_center": 5, "centers": 1505, "profiles": 69192, "future_booking_within_7_mean_center_pct": 46.22, "future_booking_within_7_median_center_pct": 45.0, "first_future_booking_attended_mean_center_pct": 76.57 }, "comparison": { "minimum_each_group_per_center": 5, "centers": 1097, "profiles_within_7": 30307, "profiles_none_90": 33801, "differences": { "7": { "mean_percentage_points": 31.15, "centers_with_positive_difference_pct": 95.72 }, "30": { "mean_percentage_points": 16.25, "centers_with_positive_difference_pct": 85.78 }, "90": { "mean_percentage_points": 10.43, "centers_with_positive_difference_pct": 75.66 } } } }, "10": { "prevalence": { "minimum_profiles_per_center": 10, "centers": 1291, "profiles": 67710, "future_booking_within_7_mean_center_pct": 46.67, "future_booking_within_7_median_center_pct": 45.45, "first_future_booking_attended_mean_center_pct": 75.86 }, "comparison": { "minimum_each_group_per_center": 10, "centers": 780, "profiles_within_7": 26684, "profiles_none_90": 30160, "differences": { "7": { "mean_percentage_points": 31.24, "centers_with_positive_difference_pct": 98.59 }, "30": { "mean_percentage_points": 16.3, "centers_with_positive_difference_pct": 92.18 }, "90": { "mean_percentage_points": 10.45, "centers_with_positive_difference_pct": 81.79 } } } }, "20": { "prevalence": { "minimum_profiles_per_center": 20, "centers": 991, "profiles": 63496, "future_booking_within_7_mean_center_pct": 46.92, "future_booking_within_7_median_center_pct": 45.45, "first_future_booking_attended_mean_center_pct": 74.84 }, "comparison": { "minimum_each_group_per_center": 20, "centers": 428, "profiles_within_7": 19862, "profiles_none_90": 22773, "differences": { "7": { "mean_percentage_points": 31.43, "centers_with_positive_difference_pct": 99.77 }, "30": { "mean_percentage_points": 16.68, "centers_with_positive_difference_pct": 96.73 }, "90": { "mean_percentage_points": 10.79, "centers_with_positive_difference_pct": 89.25 } } } }, "50": { "prevalence": { "minimum_profiles_per_center": 50, "centers": 487, "profiles": 47152, "future_booking_within_7_mean_center_pct": 47.45, "future_booking_within_7_median_center_pct": 45.88, "first_future_booking_attended_mean_center_pct": 73.84 }, "comparison": { "minimum_each_group_per_center": 50, "centers": 93, "profiles_within_7": 7663, "profiles_none_90": 8148, "differences": { "7": { "mean_percentage_points": 30.34, "centers_with_positive_difference_pct": 100.0 }, "30": { "mean_percentage_points": 16.54, "centers_with_positive_difference_pct": 100.0 }, "90": { "mean_percentage_points": 11.3, "centers_with_positive_difference_pct": 100.0 } } } } }, "quarter_stability": { "Q1": { "prevalence": { "minimum_profiles_per_center": 10, "centers": 670, "profiles": 18975, "future_booking_within_7_mean_center_pct": 44.81, "future_booking_within_7_median_center_pct": 42.4, "first_future_booking_attended_mean_center_pct": 73.27 }, "comparison": { "minimum_each_group_per_center": 5, "centers": 505, "profiles_within_7": 7568, "profiles_none_90": 8888, "differences": { "7": { "mean_percentage_points": 28.28, "centers_with_positive_difference_pct": 90.3 }, "30": { "mean_percentage_points": 15.39, "centers_with_positive_difference_pct": 76.44 }, "90": { "mean_percentage_points": 10.16, "centers_with_positive_difference_pct": 68.12 } } } }, "Q2": { "prevalence": { "minimum_profiles_per_center": 10, "centers": 509, "profiles": 10207, "future_booking_within_7_mean_center_pct": 46.71, "future_booking_within_7_median_center_pct": 44.44, "first_future_booking_attended_mean_center_pct": 74.69 }, "comparison": { "minimum_each_group_per_center": 5, "centers": 338, "profiles_within_7": 3701, "profiles_none_90": 4151, "differences": { "7": { "mean_percentage_points": 33.35, "centers_with_positive_difference_pct": 93.2 }, "30": { "mean_percentage_points": 18.26, "centers_with_positive_difference_pct": 78.4 }, "90": { "mean_percentage_points": 12.19, "centers_with_positive_difference_pct": 69.23 } } } }, "Q3": { "prevalence": { "minimum_profiles_per_center": 10, "centers": 654, "profiles": 15011, "future_booking_within_7_mean_center_pct": 49.83, "future_booking_within_7_median_center_pct": 50.0, "first_future_booking_attended_mean_center_pct": 76.63 }, "comparison": { "minimum_each_group_per_center": 5, "centers": 475, "profiles_within_7": 6278, "profiles_none_90": 6344, "differences": { "7": { "mean_percentage_points": 33.47, "centers_with_positive_difference_pct": 94.95 }, "30": { "mean_percentage_points": 17.55, "centers_with_positive_difference_pct": 81.26 }, "90": { "mean_percentage_points": 11.49, "centers_with_positive_difference_pct": 66.11 } } } }, "Q4": { "prevalence": { "minimum_profiles_per_center": 10, "centers": 575, "profiles": 11103, "future_booking_within_7_mean_center_pct": 47.78, "future_booking_within_7_median_center_pct": 45.83, "first_future_booking_attended_mean_center_pct": 73.43 }, "comparison": { "minimum_each_group_per_center": 5, "centers": 369, "profiles_within_7": 3948, "profiles_none_90": 4365, "differences": { "7": { "mean_percentage_points": 31.94, "centers_with_positive_difference_pct": 94.58 }, "30": { "mean_percentage_points": 17.24, "centers_with_positive_difference_pct": 76.96 }, "90": { "mean_percentage_points": 10.89, "centers_with_positive_difference_pct": 65.04 } } } } }, "quality": { "centers": 1818, "profiles": 69868, "largest_center_share_pct": 0.64 }, "pooled_audit": { "REFUNDED": { "0": { "WITHIN_7": { "eligible_profiles": 5158, "first_booked_attended": 3911, "returned_7": 4604, "returned_30": 4841, "returned_90": 4928 }, "NONE_90": { "eligible_profiles": 8299, "first_booked_attended": 0, "returned_7": 3381, "returned_30": 5000, "returned_90": 5867 }, "DAY8_30": { "eligible_profiles": 56, "first_booked_attended": 32, "returned_7": 10, "returned_30": 47, "returned_90": 53 } }, "4-7": { "WITHIN_7": { "eligible_profiles": 7173, "first_booked_attended": 5159, "returned_7": 6652, "returned_30": 7009, "returned_90": 7081 }, "NONE_90": { "eligible_profiles": 7539, "first_booked_attended": 0, "returned_7": 5164, "returned_30": 6638, "returned_90": 7055 }, "DAY8_30": { "eligible_profiles": 61, "first_booked_attended": 33, "returned_7": 24, "returned_30": 61, "returned_90": 61 } }, "1": { "DAY8_30": { "eligible_profiles": 18, "first_booked_attended": 7, "returned_7": 8, "returned_30": 18, "returned_90": 18 }, "WITHIN_7": { "eligible_profiles": 3970, "first_booked_attended": 2889, "returned_7": 3629, "returned_30": 3798, "returned_90": 3857 }, "NONE_90": { "eligible_profiles": 6248, "first_booked_attended": 0, "returned_7": 3522, "returned_30": 4754, "returned_90": 5253 }, "DAY31_90": { "eligible_profiles": 1, "first_booked_attended": 1, "returned_7": 1, "returned_30": 1, "returned_90": 1 } }, "8+": { "DAY8_30": { "eligible_profiles": 61, "first_booked_attended": 39, "returned_7": 18, "returned_30": 58, "returned_90": 59 }, "DAY31_90": { "eligible_profiles": 3, "first_booked_attended": 3, "returned_7": 3, "returned_30": 3, "returned_90": 3 }, "WITHIN_7": { "eligible_profiles": 11197, "first_booked_attended": 8507, "returned_7": 10865, "returned_30": 11130, "returned_90": 11178 }, "NONE_90": { "eligible_profiles": 7084, "first_booked_attended": 0, "returned_7": 5749, "returned_30": 6686, "returned_90": 6913 } }, "2-3": { "DAY8_30": { "eligible_profiles": 23, "first_booked_attended": 15, "returned_7": 6, "returned_30": 23, "returned_90": 23 }, "WITHIN_7": { "eligible_profiles": 5375, "first_booked_attended": 3873, "returned_7": 4893, "returned_30": 5187, "returned_90": 5244 }, "DAY31_90": { "eligible_profiles": 1, "first_booked_attended": 1, "returned_7": 1, "returned_30": 1, "returned_90": 1 }, "NONE_90": { "eligible_profiles": 7601, "first_booked_attended": 0, "returned_7": 4458, "returned_30": 6078, "returned_90": 6670 } } }, "CREDIT_LOST": { "2-3": { "DAY8_30": { "eligible_profiles": 10, "first_booked_attended": 7, "returned_7": 2, "returned_30": 9, "returned_90": 9 }, "NONE_90": { "eligible_profiles": 735, "first_booked_attended": 0, "returned_7": 395, "returned_30": 547, "returned_90": 608 }, "WITHIN_7": { "eligible_profiles": 356, "first_booked_attended": 253, "returned_7": 317, "returned_30": 336, "returned_90": 343 } }, "0": { "WITHIN_7": { "eligible_profiles": 259, "first_booked_attended": 175, "returned_7": 214, "returned_30": 234, "returned_90": 240 }, "DAY8_30": { "eligible_profiles": 1, "first_booked_attended": 1, "returned_7": 0, "returned_30": 1, "returned_90": 1 }, "NONE_90": { "eligible_profiles": 1238, "first_booked_attended": 0, "returned_7": 625, "returned_30": 825, "returned_90": 914 } }, "8+": { "WITHIN_7": { "eligible_profiles": 722, "first_booked_attended": 528, "returned_7": 691, "returned_30": 720, "returned_90": 722 }, "NONE_90": { "eligible_profiles": 603, "first_booked_attended": 0, "returned_7": 492, "returned_30": 575, "returned_90": 583 }, "DAY8_30": { "eligible_profiles": 5, "first_booked_attended": 3, "returned_7": 4, "returned_30": 5, "returned_90": 5 } }, "4-7": { "NONE_90": { "eligible_profiles": 783, "first_booked_attended": 0, "returned_7": 540, "returned_30": 678, "returned_90": 724 }, "WITHIN_7": { "eligible_profiles": 533, "first_booked_attended": 374, "returned_7": 482, "returned_30": 517, "returned_90": 520 }, "DAY8_30": { "eligible_profiles": 8, "first_booked_attended": 4, "returned_7": 2, "returned_30": 6, "returned_90": 8 } }, "1": { "DAY8_30": { "eligible_profiles": 2, "first_booked_attended": 0, "returned_7": 0, "returned_30": 2, "returned_90": 2 }, "NONE_90": { "eligible_profiles": 583, "first_booked_attended": 0, "returned_7": 304, "returned_30": 427, "returned_90": 464 }, "WITHIN_7": { "eligible_profiles": 197, "first_booked_attended": 131, "returned_7": 166, "returned_30": 186, "returned_90": 196 } } } }, "privacy": { "personal_identifiers_stored": false, "personal_identifiers_exported": false, "class_or_reservation_identifiers_stored": false, "center_identifiers_exported": false }, "limitations": [ "Tener otra reserva no causa la vuelta y refleja planificación y compromiso previos.", "La reserva futura se reconstruye con la información disponible al comenzar la clase no realizada.", "La primera ausencia de 2025 puede no ser la primera histórica.", "El cumplimiento de la primera reserva futura no equivale a cualquier vuelta durante la semana.", "Los centros WodBuster no forman un censo completo del mercado español." ] }