“…The activity diaries for weekends, Mondays, and Fridays were excluded, leaving only the midweek days (Tuesday, Wednesday, and Thursday). The work and work-related episodes of individuals were then removed, because work and work-related decisions (employment decisions, number of hours of work, and work timings) usually tend to be made on a relatively longer term basis compared to the day-to-day planning and scheduling of non-work activity episodes (Rajagopalan et al, 2009, Horner and O'Kelly, 2007, and Saleh and Farrell, 2005. Next, we collapsed the remaining 23 category non-workrelated activity purpose taxonomy into four activity purposes: (1) shopping (including grocery shopping, clothes shopping, window shopping, purchasing gas, quick stop for coffee/newspaper maintenance), (2) social activities (including dining out, visiting friends and family, community meetings, political/civic event, public hearing, occasional volunteer work, church, temple and religious meeting), (3) recreation (including watching sports or attending a sports event, going to the movies/opera, going dancing, visiting a bar, going to the gym, playing sports, bicycling, walking, and camping), and (4) personal activities (including ATM and other banking, visiting post office, banking, paying bills, and medical/doctor visits).…”