Review Article

Analytical Methods and Determinants of Frequency and Severity of Road Accidents: A 20-Year Systematic Literature Review

Table 1

Top 20 most cited papers in the clusters RTA + HA + SA, RTA + HA + ML, RTA + HA + SC, and RTA + HA + GIS.

PositionRTA + HA + SARTA + HA + MLRTA + HA + SCRTA + HA + GIS

1Lord and Mannering [33], (n = 885)Huang and Abdel-Aty [31], (n = 151)Al-sultan et al. [34], (n = 633)Anderson [35], (n = 303)

2Savolainen et al. [36], (n = 487)Anastasopoulos et al. [37], (n = 145)Zeadally et al. [38], (n = 475)Pu et al. [39], (n = 205)

3Mannering et al. [19], (n = 468)Wu et al. [40], (n = 128)Mannering et al. [41], (n = 468)Crawford et al. [42], (n = 105)

4Anderson [35], (n = 296)Mannering [43], (n = 127)Whaiduzzaman et al. [44], (n = 412)Plug et al. [45], (n = 82)

5Anastasopoulos and Mannering [46], (n = 187)Yan et al. [47], (n = 126)Abboud et al. [48], (n = 230)Betaille and Toledo-Moreo [49], (n = 82)

6Bella [50], (n = 164)Li et al. [51], (n = 122)Hameed Mir and Filali [52], (n = 210)Erdogan [5], (n = 75)

7Jones et al. [53], (n = 160)Kononen et al. [54], (n = 118)Engoulou et al. [55], (n = 209)Ng et al. [56], (n = 74)

8Anastasopoulos et al. [37], (n = 145)Cheng et al. [57], (n = 114)Lei et al. [58], (n = 199)Zou et al. [59], (n = 66)

9de Ona et al. [27], (n = 144)Kashani and Mohaymany [60], (n = 107)Lal et al. [61], (n = 199)Panter et al. [62], (n = 62)

10Mannering [43], (n = 127)Deck and Willinger [63], (n = 103)Ibanez et al. [64], (n = 168)Carver et al. [65], (n = 52)

11Anastasopoulos et al. [66], (n = 119)Schepers et al. [67], (n = 98)Lin et al. [68], (n = 166)Marshall and Garrick [69], (n = 42)

12Martin [70], (n = 113)Abellan et al. [71], (n = 93)Wang et al. [72], (n = 163)Mandic et al. [28], (n = 41)

13Al-Sultan et al. [73], (n = 102)Yu and Abdel-Aty [74], (n = 91)Bitam et al. [75], (n = 154)Soilan et al. [76], (n = 41)

14Schepers et al. [77], (n = 92)Zhang et al. [78], (n = 91)Hadded et al. [79], (n = 147)Lee et al. [80], (n = 40)

15Wong et al. [81], (n = 91)Montella et al. [82], (n = 89)Anastasopoulos et al. [37], (n = 145)Dissanayake et al. [83], (n = 39)

16Al-Sultan et al. [84], (n = 91)Montella [85], (n = 84)Chen et al. [86], (n = 142)Zhai et al. [87], (n = 38)

17Zheng et al. [88], (n = 89)Sohn and Lee [89], (n = 80)Cheng et al. [90], (n = 137)Yadav et al. [91], (n = 35)

18Zheng et al. [88], (n = 80)Erdogan [5], (n = 75)Wang and Abdel-Aty [92], (n = 135)Greasley [93], (n = 33)

19Plug et al. [45], (n = 80)Stallard and Smith [94], (n = 74)Cailean and Dimian [95], (n = 130)Eksler et al. [96], (n = 33)

20Bella [97], (n = 79)Ng et al. [56], (n = 74)Fiore et al. [98], (n = 128)Riveiro et al. [99], (n = 32)