. 2021 Sep 1;16(9):e0252794. doi: 10.1371/journal.pone.0252794

Table 2. Model results for all CBGs, for trips up to 3km in length, in 2019.

Trips to amenity clusters in Somerville (Aggregate models < 3kms) - 2019
	Dependent variable: log(number of visits)
	Jan	Feb	Mar	Apr	May	Jun	Jul	Aug	Sep	Oct	Nov	Dec
Constant	0.068^** (0.031)	-0.006 (0.030)	0.074^** (0.031)	0.033 (0.030)	0.023 (0.029)	0.040 (0.029)	0.025 (0.031)	0.051^* (0.030)	0.053^* (0.032)	0.057^* (0.031)	0.045 (0.030)	0.064^** (0.029)
Distance	-0.426^*** (0.041)	-0.448^*** (0.042)	-0.469^*** (0.040)	-0.504^*** (0.040)	-0.527^*** (0.038)	-0.416^*** (0.037)	-0.438^*** (0.041)	-0.432^*** (0.039)	-0.483^*** (0.040)	-0.443^*** (0.042)	-0.416^*** (0.042)	-0.440^*** (0.041)
Nr Establishments	-0.023 (0.097)	0.093 (0.097)	0.223^** (0.101)	0.011 (0.092)	0.089 (0.091)	-0.099 (0.087)	0.040 (0.101)	0.095 (0.097)	-0.028 (0.102)	0.002 (0.100)	-0.001 (0.094)	-0.072 (0.094)
% Large	0.958^* (0.510)	1.722^*** (0.643)	2.578^*** (0.621)	2.601^*** (0.606)	2.089^*** (0.575)	1.161^*** (0.435)	1.743^*** (0.624)	2.058^*** (0.496)	1.101^** (0.519)	2.058^*** (0.538)	0.807 (0.534)	2.074^*** (0.542)
Land Value	-0.039 (0.041)	0.035 (0.045)	-0.013 (0.042)	-0.018 (0.037)	-0.022 (0.037)	-0.086^** (0.038)	-0.073^* (0.039)	0.004 (0.041)	0.0003 (0.042)	-0.011 (0.042)	-0.041 (0.041)	-0.075^* (0.04)
Diversity	1.131^*** (0.204)	0.691^*** (0.213)	0.553^*** (0.205)	1.158^*** (0.192)	0.727^*** (0.171)	0.752^*** (0.184)	0.647^*** (0.198)	0.649^*** (0.202)	0.806^*** (0.192)	0.689^*** (0.213)	0.877^*** (0.196)	0.760^*** (0.220)
Cluster Area	0.120 (0.082)	0.001 (0.086)	-0.092 (0.089)	0.057 (0.079)	-0.070 (0.082)	0.151^** (0.074)	-0.021 (0.088)	-0.045 (0.085)	0.146^* (0.088)	0.021 (0.088)	0.081 (0.080)	0.083 (0.080)
Parking	-0.001 (0.001)	-0.001 (0.001)	-0.002^*** (0.001)	-0.0001 (0.001)	-0.002^** (0.001)	-0.001^* (0.0003)	-0.001 (0.001)	-0.002^*** (0.001)	-0.002^*** (0.001)	-0.002^*** (0.001)	-0.001 (0.001)	-0.001^** (0.001)
% Comparison	0.998^*** (0.284)	0.544 (0.333)	0.553^* (0.297)	0.476 (0.290)	0.929^*** (0.284)	0.478^* (0.248)	0.962^*** (0.324)	0.899^*** (0.268)	1.063^*** (0.273)	0.780^*** (0.290)	0.960^*** (0.264)	0.977^*** (0.281)
% Convenience	-0.628 (0.499)	0.392 (0.523)	-0.559 (0.532)	-1.076^** (0.483)	0.198 (0.463)	-0.225 (0.433)	-0.118 (0.488)	0.063 (0.497)	0.767 (0.478)	-0.158 (0.480)	0.076 (0.484)	-0.799^* (0.484)
% F&B	0.354 (0.281)	0.389 (0.291)	0.101 (0.277)	0.349 (0.272)	0.540^** (0.243)	0.302 (0.229)	0.484^* (0.279)	0.047 (0.253)	0.666^** (0.263)	0.696^** (0.282)	0.432 (0.277)	0.998^*** (0.287)
% Entertainment	-1.847 (1.312)	2.563^** (1.228)	0.223 (1.214)	0.085 (1.234)	0.420 (0.967)	-1.232 (1.154)	0.479 (1.109)	-0.963 (1.223)	1.571 (1.099)	0.141 (1.186)	0.955 (1.007)	-1.146 (1.044)
% Personal	1.120^*** (0.422)	0.411 (0.414)	0.602 (0.405)	0.802^** (0.361)	0.695^** (0.349)	0.551 (0.344)	0.819^** (0.395)	0.360 (0.393)	0.412 (0.396)	0.628 (0.414)	0.788^** (0.367)	1.007^** (0.407)
Open Space	0.012 (0.008)	0.013 (0.008)	0.014^* (0.008)	0.024^*** (0.007)	0.028^*** (0.007)	0.029^*** (0.007)	0.027^*** (0.008)	0.021^*** (0.008)	0.009 (0.007)	0.018^** (0.007)	0.016^** (0.007)	0.008 (0.007)
Observations	533	534	599	635	633	625	560	588	665	575	534	509
R ²	0.26	0.243	0.244	0.274	0.315	0.254	0.243	0.25	0.249	0.216	0.238	0.245
Adjusted R ²	0.242	0.224	0.227	0.259	0.3	0.238	0.225	0.233	0.234	0.198	0.219	0.225
Residual Std. Error	0.598 (df = 519)	0.598 (df = 520)	0.646 (df = 585)	0.624 (df = 621)	0.593 (df = 619)	0.585 (df = 611)	0.603 (df = 546)	0.593 (df = 574)	0.678 (df = 651)	0.616 (df = 561)	0.579 (df = 520)	0.563 (df = 495)
F Statistic	14.060^***	12.807^***	14.501^***	18.032^***	21.866^***	16.026^***	13.511^***	14.683^***	16.642^***	11.880^***	12.470^***	12.355^***
F Statistic	(df = 13; 519)	(df = 13; 520)	(df = 13; 585)	(df = 13; 621)	(df = 13; 619)	(df = 13; 611)	(df = 13; 546)	(df = 13; 574)	(df = 13; 651)	(df = 13; 561)	(df = 13; 520)	(df = 13; 495)

Note

*p<0.1

**p<0.05

***p<0.01

Standard errors in brackets.