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Figure 1.
Word clouds of selected articles.
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Figure 2.
Improving driver education programs.
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Stage Components Categories States Count Stage 1
(Learner permit)Minimum entry Age < 15 years AK, AR, IA, ID, KS, MT, MI, ND, SD 9 15 years AL, CO, FL, GA, IL, IN, LA, ME, MN, MS, MO, NE, NM, NC, OR, SC, TN, TX, UT, VT, WA, WV, WY 23 15−16 years AZ, CA, HI, MD, NV, NH, OH, OK, VA, WI 10 16 years CT, DE, DC, KY, MA, NJ, NY, PA, RI 9 Holding period 10 d WY 1 4−6 months AL, AK, AZ, AR, CA, CT, DE, DC, HI, ID, IN, KY, LA, ME, MA, MI, MN, MO, MT, NE, NV, NJ, NM, NY, OH, OK, OR, PA, RI, SC, SD, TN, TX, UT, WA, WV, WI 37 9−12 months CO, FL, GA, IA, IL, KS, MD, MS, NC, ND, VA, VT 12 None NH 1 Minimum hours of supervised driving None AR, MS, NJ, SD 4 20-40 h AK, CT, DC, GA, IA, KS, MA, MN, NH, SC, UT, VT, VA, AZ, MO, TX, WI 17 50 h AL, CA, CO, DE, FL, HI, ID, IL, IN, LA, MI, MT, NE, NV, NM, NY, ND, OH, OK, OR, RI, TN, WA, WV, WY 25 60−70 h KY, MD, ME, NC, PA 5 Stage 2 (Intermediate license) Minimum age < 16 years ID, MT, NM, SC, SD 5 16 years AL, AK, AZ, AR, CA, CO, FL, GA, HI, IL, IA, KS, LA, ME, MI, MN, MS, MO, NE, NV, NH, NC, ND, OH, OK, OR, TN, TX, UT, VT, WA, WV, WI, WY 34 16−17 years CT, DE, DC, IN, KY, MD, MA, NJ, NY, PA, RI, VA 12 Unsupervised driving prohibited 10 pm–6 am DE, IL, MI, MS, KS, NC, ND, NV, NY, OK, SD, WV 12 11 pm–5 am AR, CA, CT, HI, IN, LA, MT, NJ, PA, TN, WY 11 Midnight–6 am AL, DC, KY, NE, OH, AZ, CO, GA, IA, ME, MD, MA, MN, NM, OR, TX, UT, VA, WI 19 1 am–5 am AK, FL, MO, NH, RI, WA 6 Sunset–Sunrise ID, SC 2 None VT 1 Passenger restriction No restriction DC, FL, GA, IN, ME, MS, ND, SD, UT, VT 10 No more than one AL, AZ, AR, CO, DE, HI, ID, IL, KS, KY, LA, MI, MO, MT, NE, NH, NJ, NM, NY, NC, OH, OK, PA, RI, TN, TX, VA, WI, WY 29 No passenger younger than 21 years AK, CA, CT, IA, MD, MA, MN, NV, OR, WA, WV 11 No more than two SC 1 Stage 3 (Permanent license) Minimum age 16 years ID, MT, ND, OH, SD 5 16−17 years AK, AZ, KS, ME, MS, NM, NC, OK, PA, SC, VT, WI, WY 13 17 years AL, CA, CO, DE, HI, IA, KY, LA, MI, MN, NE, NY, OR, TN, UT, WA, WV 17 18 years AR, CT, DC, FL, GA, IL, IN, MD, MA, MO, NV, NH, NJ, RI, TX, VA 16 Post-COVID-19 pandemic changes are not taken into account. Table 1.
Comparison of GDL components among the US states.
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Study ID Study ID Variable Paper ID Count Vachal et al.[8] #1 Duddu et al.[9] #18 Driver gender #1-#7, #9−#12, #14, #17-#19, #21−#27, #31, #32, #33 25 Tefft et al.[10] #2 Hossain et al.[11] #19 Passenger presence #1, #4, #5, #7−#9, #11, #13, #16, #18-#22, #24, #26, #27, #29, #31, #32, #33 21 Møller & Janstrup[12] #3 Cvijanovich et al.[13] #20 Crash hour #1-#5, #7, #9, #11, #13, #16, #18−#22, #24, #27, #29, #31, #32, #33 21 Hamann et al.[14] #4 Chen et al.[15] #21 Collision type #2-#5, #7−#9, #12, #14−#16, #17, #19, #20, #22, #27, #32, #33 18 Rahman et al.[16] #5 Kim et al.[17] #22 Restraint usage #1, #5, #9, #10, #12−#14, #16, #19, #20, #22, #23, #26, #27, #31, #32, #33 17 McCartt et al.[18] #6 Lin et al.[19] #23 Violation/primary contributing factor #1, #3−#5, #8-#10, #12, #14, #16, #19, #23, #27, #29, #32, #33 16 Mayhew et al.[20] #7 Pitt et al.[21] #24 Day of the week #2-#5, #7, #9, #12, #14, 316, #18−#20, #27, #31, #32, #33 16 Neyens & Boyle[22] #8 McDonald et al.[23] #25 Weather/Surface condition #1, #3-#5, #8, #9, #16−#19, #22, #23, #27, #31, #32, #33 16 Shults et al.[24] #9 Hutchens et al.[25] #26 Lighting condition #1, #5, #8, #9, #12, #16, #17, #19, #20, #22, #23, #27, #31, #32, #33 15 Chapman et al.[26] #10 Carney et al.[27] #27 Area setting #1-#6, #8, #12, #14, #17, #18, #23, #32, #33 14 Williams[28] #11 Mathew et al.[29] #28 Intoxication #3, #5, #8, #10, #11, #13, #14, #16, #17, #19, #26, #31, #32 13 Adanu et al.[30] #12 Villavicencio et al.[31] #29 Highway type/class #1, #5, #18, #19, #22, #23, #27, #28, #31, #32, #33 11 Williams & Shabanova[32] #13 Weast & Monfort[33] #30 Intersection #1, #3, #8, #12, #19, #22, #23, #31, #32, #33 10 Peek-Asa et al.[34] #14 Weiss et al.[35] #31 Vehicle type #5, #16, #18, #19, #22, #23, #30, #31, #32, #33 10 Carney et al.[27] #15 Hossain et al.[36] #32 alignment #1, #5, #17−#19, #23, #31, #32, #33 9 Gonzales et al.[37] #16 Hossain et al.[38] #33 Posted speed limit #5, #17−#19, #22, #28, #31, #33 8 Wang & Zhang[39] #17 Distraction #5, #8, #10, #15, #19, #27, #32, #33 8 Other variables: first harmful event (#9, #23, #25, #31), movement prior to crash (#22, #25, #31, #32), driver race (#12, #23, #26), driver condition (#18, #26, #31), traffic control (#22, #23, #31), season (#12, #29, #31), ejection (#12, #14), airbag (#1, #30), number of lanes (#12, #28), access control (#18. #28), work zone (#22), vehicle age (#30), surface type (#1), vehicle year (#22), close to home (#12), location type (#28), annual average daily traffic (#28). Table 2.
Risk factors used in prior teen driver studies.
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Tables
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