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Table 4 Robust Generalized Linear Regression Models

From: A geospatiotemporal and causal inference epidemiological exploration of substance and cannabinoid exposure as drivers of rising US pediatric cancer rates

Parameter

Estimate (C.I.)

P-Value

Additive Model

 svyglm(Cancer_Rate ~ Cigarettes + Cannabis + Analgesics + Alcohol + Cocaine)

  Cannabis

9.55 (3.95, 15.15)

0.0016

  Alcohol

−19.69 (−27.68, − 11.7)

1.5E-05

Interactive Model

 svyglm(Cancer_Rate ~ Cigarettes * Cannabis * Analgesics * Alcohol + Cocaine)

  Cigarettes: Cannabis: Analgesics

268.42 (91.87, 444.96)

0.0046

  Cigarettes: Analgesics

−59.54 (−92.24, −26.84)

0.0009

Full Interactive Model

 svyglm(Cancer_Rate ~ Cigarettes * Cannabis * Analgesics * Alcohol + Cocaine + 6_Races + Income)

  White

8.1 (6.04, 10.17)

4.2E-09

  Hispanic

0.74 (0.37, 1.11)

0.0004

  Asian

0.77 (0.38, 1.16)

0.0004

  Cigarettes: Alcohol: Analgesics

331.59 (121.58, 541.61)

0.0038

  Cigarettes: Cannabis: Analgesics

2537.45 (833.94, 4240.95)

0.0060

  Cigarettes

52.94 (15.62, 90.27)

0.0086

  Alcohol: Analgesics

871 (196.96, 1545.04)

0.0158

  Cannabis: Alcohol

543.49 (110.37, 976.6)

0.0189

  Cigarettes: Cannabis

−268.79 (− 471.82, −65.76)

0.0136

  Alcohol

− 119.12 (−207.37, −30.87)

0.0120

  Cannabis: Alcohol: Analgesics

− 4989.69 (− 8616.76, − 1362.61)

0.0106

  AIAN

−6.66 (− 11.36, − 1.95)

0.0087

  Cigarettes: Analgesics

−500.17 (− 808.72, − 191.63)

0.0030

Full Interactive Model with Cannabinoids

 svyglm(Cancer_Rate ~ Cigarettes * Δ9THC * Cannabigerol * Alcohol + Analgesics + Cocaine + 6_Races + Income)

  White

7.87 (5.73, 10.02)

1.9E-08

  Cocaine

25.98 (12.75, 39.21)

0.0005

  Asian

0.68 (0.31, 1.06)

0.0010

  Hispanic

0.59 (0.23, 0.94)

0.0026

  Cigarettes: Δ9THC: Analgesics

34.32 (13.53, 55.11)

0.0026

  Cigarettes: Cannabigerol

270.35 (104.12, 436.59)

0.0030

  Cigarettes: Δ9THC

2.93 (0.58, 5.28)

0.0195

  Δ9THC: Cannabigerol

29.24 (4.95, 53.53)

0.0239

  AIAN

−5.96 (−11.16, −0.75)

0.0311

  Cigarettes: Δ9THC: Alcohol

−13.34 (− 24.92, − 1.77)

0.0300

  Cigarettes: Δ9THC: Cannabigerol

− 103.55 (− 181.75, − 25.34)

0.0136

  Cannabigerol

− 115.2 (− 189.34, −41.06)

0.0043

  Cigarettes: Analgesics

−87.59 (− 127.51, − 47.66)

1.2E-04