“…Investigations assessing the environmental effects on activity tend to primarily explore recreational or leisure time activity (De Bourdeaudhuij, Sallis, & Saelens, 2003;Reis, Bowles, Ainsworth, Dubose, Smith, & Laditka, 2004), as well as transportation activity via walking or bicycling (Bell, Ge, & Popkin, 2002;Owen, Humpel, Leslie, Bauman, & Sallis, 2004;Saelens, Sallis, & Frank, 2003). To our knowledge there have been no earlier studies examining the effect of macro-level environmental characteristics on occupational physical activity as we do in this paper.…”