Data Availability

What the public record does and does not show

Small monthly APS allegation counts are published as “*” rather than as numbers. This page accounts for every county-month in the six-year window so readers can see exactly how much of the record is visible.

Exact monthly values
2,901

69.5% of 4,176 county-months

Suppressed monthly values
1,195

28.6% of all county-months published as “*” rather than an exact count, consistent with a small non-zero number

Blank monthly values
80

1.9% with no published value of any kind; the reason is unknown

Why suppression matters here

A suppressed month is not a zero. It indicates a small non-zero number of reported financial-abuse allegations that was not published as an exact count. Treating those months as zero would understate reporting in exactly the counties with the smallest senior populations.

Across the six completed fiscal years, published SOC 242 files consistently showed numeric zeroes, no positive numeric values from 1 through 10, and a minimum published positive value of 11. The Observatory therefore treats “*” observations as interval-censored counts from 1 through 10. This interval is empirically inferred from the publication pattern and is not presented as an officially documented CDSS suppression rule.

Descriptive rates are shown under low, midpoint, and high suppression scenarios, while inferential county trend models incorporate suppressed observations directly through interval censoring.

Fully blank county-months had no published value across the SOC 242 reporting fields used in the audit. The reason for those blank reports is unknown: a blank report does not mean a county failed to report, and it does not mean the true count was zero.

Counties with heavy suppression should be read with wider uncertainty, and reported levels should not be ranked against counties that publish complete monthly data.

Counties by suppression tier

Tiers are the county data-quality flags shown in the table below.

  • Low suppression32
  • Moderate suppression8
  • High suppression8
  • Very high suppression10

28.6% of all county-month observations were suppressed (1,195 of 4,176). 21 counties published every month exactly.

Statewide record by fiscal year

Reported allegation totals across all counties, with the low and high scenarios implied by suppressed months. Senior person-years are the exposure denominator: county populations age 65+ from the American Community Survey 5-year estimates, aligned to each fiscal year and summed statewide.

Statewide reported allegations and rates by fiscal year
Fiscal yearReported allegations (low–high)Senior person-yearsRate per 10,000 age 65+
FY2019–2046,517–48,6055,486,04184.8–88.6
FY2020–2145,901–48,0255,644,49781.3–85.1
FY2021–2250,125–51,8445,669,87988.4–91.4
FY2022–2359,512–61,2585,865,300101.5–104.4
FY2023–2467,872–69,3665,994,486113.2–115.7
FY2024–2575,466–77,0506,158,371122.5–125.1

County-level data availability

Exact, suppressed and blank monthly values out of 72 possible county-months per county.

Monthly data availability by county
CountyExactSuppressedBlankData quality flagResidents age 65+
Mariposa5 (6.9%)65 (90.3%)2Very high suppression5,073
Glenn8 (11.1%)63 (87.5%)1Very high suppression4,893
Trinity10 (13.9%)62 (86.1%)0Very high suppression4,795
Tehama11 (15.3%)61 (84.7%)0Very high suppression13,085
Calaveras11 (15.3%)60 (83.3%)1Very high suppression13,517
Lassen13 (18.1%)59 (81.9%)0Very high suppression5,012
Plumas15 (20.8%)57 (79.2%)0Very high suppression6,114
Inyo5 (6.9%)56 (77.8%)11Very high suppression4,675
Amador16 (22.2%)55 (76.4%)1Very high suppression11,423
Yuba17 (23.6%)55 (76.4%)0Very high suppression11,060
San Benito14 (19.4%)51 (70.8%)7High suppression9,234
Imperial22 (30.6%)50 (69.4%)0High suppression24,701
Colusa23 (31.9%)49 (68.1%)0High suppression3,410
Siskiyou25 (34.7%)47 (65.3%)0High suppression12,101
Del Norte28 (38.9%)44 (61.1%)0High suppression5,552
Merced31 (43.1%)41 (56.9%)0High suppression34,001
Modoc33 (45.8%)37 (51.4%)2High suppression2,722
Sutter35 (48.6%)37 (51.4%)0High suppression16,216
Tuolumne35 (48.6%)33 (45.8%)4Moderate suppression15,339
Kings43 (59.7%)28 (38.9%)1Moderate suppression16,584
Lake43 (59.7%)28 (38.9%)1Moderate suppression16,290
Mendocino49 (68.1%)22 (30.6%)1Moderate suppression22,154
Mono50 (69.4%)22 (30.6%)0Moderate suppression2,297
Sierra35 (48.6%)22 (30.6%)15Moderate suppression963
Humboldt50 (69.4%)21 (29.2%)1Moderate suppression26,660
Nevada52 (72.2%)20 (27.8%)0Moderate suppression30,033
Madera56 (77.8%)14 (19.4%)2Low suppression23,148
Yolo61 (84.7%)11 (15.3%)0Low suppression29,712
Tulare64 (88.9%)6 (8.3%)2Low suppression57,101
Napa59 (81.9%)5 (6.9%)8Low suppression28,455
El Dorado68 (94.4%)4 (5.6%)0Low suppression45,254
Alpine61 (84.7%)3 (4.2%)8Low suppression341
Shasta67 (93.1%)3 (4.2%)2Low suppression39,009
Marin71 (98.6%)1 (1.4%)0Low suppression61,345
Santa Barbara70 (97.2%)1 (1.4%)1Low suppression73,710
Santa Cruz70 (97.2%)1 (1.4%)1Low suppression50,275
Stanislaus70 (97.2%)1 (1.4%)1Low suppression76,271
Alameda72 (100.0%)0 (0.0%)0Low suppression254,161
Butte72 (100.0%)0 (0.0%)0Low suppression38,227
Contra Costa72 (100.0%)0 (0.0%)0Low suppression199,270
Fresno68 (94.4%)0 (0.0%)4Low suppression131,488
Kern72 (100.0%)0 (0.0%)0Low suppression108,560
Los Angeles72 (100.0%)0 (0.0%)0Low suppression1,487,700
Monterey72 (100.0%)0 (0.0%)0Low suppression65,068
Orange72 (100.0%)0 (0.0%)0Low suppression514,824
Placer72 (100.0%)0 (0.0%)0Low suppression85,822
Riverside72 (100.0%)0 (0.0%)0Low suppression382,888
Sacramento72 (100.0%)0 (0.0%)0Low suppression243,370
San Bernardino72 (100.0%)0 (0.0%)0Low suppression276,984
San Diego72 (100.0%)0 (0.0%)0Low suppression507,734
San Francisco72 (100.0%)0 (0.0%)0Low suppression146,510
San Joaquin71 (98.6%)0 (0.0%)1Low suppression107,730
San Luis Obispo71 (98.6%)0 (0.0%)1Low suppression62,338
San Mateo71 (98.6%)0 (0.0%)1Low suppression132,242
Santa Clara72 (100.0%)0 (0.0%)0Low suppression282,010
Solano72 (100.0%)0 (0.0%)0Low suppression78,738
Sonoma72 (100.0%)0 (0.0%)0Low suppression104,389
Ventura72 (100.0%)0 (0.0%)0Low suppression145,793
How to read this table

A high suppression share does not mean a county reports poorly. It usually means the county has a small senior population, so monthly counts are small enough to be published as “*”. It does mean that the county's rate and trend carry wider uncertainty.