\[ \begin{array}{cc} \begin{aligned} \color{red}{\eta_{Ak}} = & \ \gamma_{A} + \sum_{m=1}^{M} \kappa_{Am} Z_{mk} + u_{Ak} \\ \color{red}{\eta_{Bk}} = & \ \gamma_{B} + \sum_{m=1}^{M} \kappa_{Bm} Z_{mk} + u_{Bk} \\ log(\color{blue}{\tau_{Ak}}) = & \ \zeta_A + \sum_{m=1}^{M} \upsilon_{Am} Z_{mk} + w_{Ak} \\ log(\color{blue}{\tau_{Bk}}) = & \ \zeta_B + \sum_{m=1}^{M} \upsilon_{Bm} Z_{mk} + w_{Bk} \\ \end{aligned} & \begin{aligned} \begin{pmatrix} u_{Ak} \\ u_{Bk} \\ w_{Ak} \\ w_{Bk} \end{pmatrix} \sim & \ MVN \left\{ \begin{pmatrix} 0 \\ 0 \\ 0 \\ 0 \end{pmatrix}, \begin{pmatrix} \xi^{2}_{A} & & & \\ \xi_{AB} & \xi^{2}_{B} & & \\ \omega_{AA} & \omega_{BA} & \phi^{2}_{A} & \\ \omega_{AB} & \omega_{BB} & \phi_{AB} & \phi^{2}_{B} \\ \end{pmatrix} \right\} \end{aligned} \\ \hline \begin{aligned} \pi_{Ajk} = & \ \color{red}{\eta_{Ak}} + \sum_{q=1}^{Q} \delta_{Aq} X_{qjk} + r_{Ajk} \\ \pi_{Bjk} = & \ \color{red}{\eta_{Bk}} + \sum_{q=1}^{Q} \delta_{Bq} X_{qjk} + r_{Bjk} \end{aligned} & \begin{aligned} \begin{pmatrix} r_{Ajk} \\ r_{Bjk} \end{pmatrix} \sim & \ MVN \left\{ \begin{pmatrix} 0 \\ 0 \end{pmatrix}, \begin{pmatrix} \color{blue}{\tau^{2}_{Ak}} & \\ \tau_{ABk} & \color{blue}{\tau^{2}_{Bk}} \end{pmatrix} \right\} \end{aligned} \\ \hline \begin{aligned} Y_{ijk} = & \ a_{ijk} (\pi_{Ajk} ) + b_{ijk}(\pi_{Bjk}) + \sum_{p=1}^{P} \alpha_p D_{pijk} + e_{ijk} \end{aligned} & \begin{aligned} e_{ijk} \sim & \ N(0,\sigma^{2}_{Y}) \end{aligned} \end{array} \]

• Collective efficacy:
  • Cohesion and trust:
    • “This is a close-knit neighborhood.”
    • “People around here are willing to help their neighbors.”
    • “People in this neighborhood generally don’t get along with each other”
    • “People in this neighborhood don’t share the same values”
    • “People in this neighborhood can be trusted
  • Social control:
    • If a group of neighborhood children were skipping school and hanging out on a street corner, how likely is it that your neighbors would do something about it?
    • If some children were spray-painting graffiti on a local building, how likely is it that your neighbors would do something about it?
    • If a child was showing disrespect to an adult, how likely is it that people in your neighborhood would scold that child?
    • If there was a fight in front of your house and someone was being beaten or threatened, how likely is it that your neighbors would break it up?
    • Suppose that because of budget cuts the fire station closest to your home was going to be closed down by the city. How likely is it that neighborhood residents would organize to try to do something to keep the fire station open?
• Legal cynicism
  • “Laws were made to be broken.”
  • “It’s okay to do anything you want as long as you don’t hurt anyone.”
  • “To make money, there are no right and wrong ways anymore, only easy ways and hard ways.”
  • “Fighting between friends or within families is nobody else’s business”
  • “Nowadays a person has to live pretty much for today and let tomorrow take care of itself”

• Collective efficacy: “If [item], how likely is it that your neighbors would do something about it?”
  • “a group of neighborhood children were skipping school and hanging out on a street corner”
  • “some children were spray-painting graffiti on a local building”
  • “a child was showing disrespect to an adult”
  • “children were fighting out in the street”
  • [w/o lead] “People around here are willing to help their neighbors”
  • [w/o lead] “People in this neighborhood can be trusted.”
• Code of the street: “In this neighborhood…”
  • “for young people to gain respect among their peers, they sometimes have to be willing to fight.”
  • “if a loved one is disrespected, people retaliate even if it means resorting to violence.”
  • “young men who own guns are often looked up to and respected.”
  • “residents believe that sometimes you have to resort to crime to get ahead.”
  • “parents teach their kids to fight back if they are insulted or threatened.”
  • “young men often project a tough or violent image to avoid being threatened with violence.”