Model

We run peer effect regressions on tipping,steal count and steal amount on the data with individual,store,time,and manager fixed effect. The independent variable of interest is the average peer tipping amount, steal count and steal amount, the dependent variable is the focal employee’s tipping amount, steal count and steal amount.

\[FocalTip_{ijt} = AvgPeerTip_{ijt} + focal_i + store_j * year_t + store_j * week_t +store_j * weekday_t + restaurantguard_t + manager_{ijt} \]

To find instruments, we look at the panel of each peer, find the observations that the peer is not co-working with the focal employee and exclude one week before/after the current observation. We use the average of all effective observations to instrument for the peer in the current observation.

Average Peer Effect

We first run ols/iv regressions on 1051 restaunts and *** employees. The parameters below show the estimate and standard error.

Tipping OLS

summary(peer_ols_effect_AvgTip_lag_withmanager_update)$coefficients

                   Estimate  Std. Error    t value  Pr(>|t|)
avg_peerAvgTip 3.311749e-05 0.001187797 0.02788145 0.9777567

Tipping IV

summary(peer_iv_effect_AvgTip_lag_withmanager_update)$coefficients

                       Estimate Std. Error  t value    Pr(>|t|)
`avg_peerAvgTip(fit)` 0.1222765 0.00597342 20.47011 4.02693e-93

Stealcnt OLS

summary(peer_ols_effect_stealcnt_lag_withmanager_update)$coefficients

                                      Estimate   Std. Error    t value     Pr(>|t|)
log(avg_peerTotalStealCnt + 1)    -0.011886503 0.0007745068 -15.347191 3.713147e-53
log(avg_peerTotalStealAmount + 1)  0.001857211 0.0002086051   8.902998 5.438277e-19

Stealcnt IV

summary(peer_iv_effect_stealcnt_lag_withmanager_update)$coefficients

                                            Estimate   Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealCnt + 1)(fit)`    0.039325142 0.0072692782 5.409773 6.310890e-08
`log(avg_peerTotalStealAmount + 1)(fit)` 0.006255864 0.0008374421 7.470205 8.008815e-14

Stealamount OLS

summary(peer_ols_effect_stealamt_lag_withmanager_update)$coefficients

                                      Estimate   Std. Error   t value     Pr(>|t|)
log(avg_peerTotalStealAmount + 1)  0.004760071 0.0005686196  8.371275 5.701812e-17
log(avg_peerTotalStealCnt + 1)    -0.015346600 0.0021111645 -7.269258 3.615411e-13

Stealamount IV

summary(peer_iv_effect_stealamt_lag_withmanager_update)$coefficients

                                           Estimate  Std. Error   t value     Pr(>|t|)
`log(avg_peerTotalStealAmount + 1)(fit)` 0.02338433 0.002282108 10.246809 1.224120e-24
`log(avg_peerTotalStealCnt + 1)(fit)`    0.08420135 0.019809465  4.250562 2.132407e-05

Peer Effect Based on Connection Strength(Familiarity)

We want to look at the source of peer effect. So we compare the peer effect of more familiar with less familiar peers. We define familiarity by looking at the working histories for each pair of employees. Within 2 weeks prior to the observation, we seperate the one peer that has most connections to the focal employee from the rest of the peers. We denote the most familiar peer as top and less familar as common in the following regression.

Tipping OLS

summary(peer_ols_AvgTip_top_common_2weeks_withmanagers_update)$coefficients

                       Estimate   Std. Error   t value     Pr(>|t|)
toptargetAvgTip     0.007318137 0.0007681958  9.526395 1.629723e-21
commontargetAvgTip -0.002344428 0.0010788714 -2.173038 2.977758e-02

Tipping IV

summary(peer_iv_AvgTip_top_common_2weeks_withmanagers_update)$coefficients

                             Estimate  Std. Error    t value     Pr(>|t|)
`toptargetAvgTip(fit)`    0.006263312 0.008300331  0.7545858 4.504976e-01
`commontargetAvgTip(fit)` 0.091145699 0.005314693 17.1497596 6.364543e-66

Stealcnt OLS

summary(peer_ols_stealcnt_top_common_2weeks_withmanagers_update)$coefficients

                                         Estimate   Std. Error   t value     Pr(>|t|)
log(toptargetTotalStealCount + 1)    -0.007607694 0.0005907448 -12.87814 5.991959e-38
log(commontargetTotalStealCount + 1) -0.009651344 0.0007651938 -12.61294 1.796227e-36

Stealcnt IV

summary(peer_iv_stealcnt_top_common_2weeks_withmanagers_update)$coefficients

                                              Estimate  Std. Error  t value     Pr(>|t|)
`log(toptargetTotalStealCount + 1)(fit)`    0.03958969 0.004870871 8.127847 4.371726e-16
`log(commontargetTotalStealCount + 1)(fit)` 0.04412220 0.007827120 5.637093 1.729629e-08

Stealamt OLS

summary(peer_ols_stealamt_top_common_2weeks_withmanagers_update)$coefficients

                                           Estimate   Std. Error    t value     Pr(>|t|)
log(toptargetTotalStealAmount + 1)    -0.0061180689 0.0005221259 -11.717611 1.037418e-31
log(commontargetTotalStealAmount + 1)  0.0006878553 0.0005714823   1.203634 2.287313e-01

Stealamt IV

summary(peer_iv_stealamt_top_common_2weeks_withmanagers_update)$coefficients

                                               Estimate  Std. Error  t value     Pr(>|t|)
`log(toptargetTotalStealAmount + 1)(fit)`    0.01055464 0.001959123 5.387431 7.147797e-08
`log(commontargetTotalStealAmount + 1)(fit)` 0.02407456 0.002459795 9.787221 1.278751e-22

Peer Effect of new Employees(redo OLS)

Tipping First 60 OLS

summary(peer_ols_effect_AvgTip_lag_withmanager_update_first60)$coefficients

                 Estimate Std. Error  t value     Pr(>|t|)
avg_peerAvgTip 0.02368572 0.00145973 16.22609 3.334642e-59

Tipping First 60 IV

summary(peer_iv_effect_AvgTip_lag_withmanager_update_first60)$coefficients

                       Estimate  Std. Error  t value     Pr(>|t|)
`avg_peerAvgTip(fit)` 0.1267559 0.006466264 19.60265 1.505148e-85

Tipping Mid 60 OLS

summary(peer_ols_effect_AvgTip_lag_withmanager_update_mid60)$coefficients

                 Estimate  Std. Error  t value     Pr(>|t|)
avg_peerAvgTip 0.02138111 0.001846235 11.58093 5.188817e-31

Tipping mid 60 IV

summary(peer_iv_effect_AvgTip_lag_withmanager_update_mid60)$coefficients

                        Estimate  Std. Error  t value     Pr(>|t|)
`avg_peerAvgTip(fit)` 0.04481579 0.007718823 5.806039 6.400379e-09

Tipping Over 120 OLS

summary(peer_ols_effect_AvgTip_lag_withmanager_update_last60)$coefficients

                   Estimate  Std. Error    t value  Pr(>|t|)
avg_peerAvgTip 4.735556e-05 0.001248821 0.03792023 0.9697513

Tipping over 120 IV

summary(peer_iv_effect_AvgTip_lag_withmanager_update_last60)$coefficients

                        Estimate  Std. Error  t value     Pr(>|t|)
`avg_peerAvgTip(fit)` 0.04849779 0.008342129 5.813598 6.119304e-09

Stealcnt First 60 OLS

summary(peer_ols_effect_stealcnt_lag_withmanager_update_first60)$coefficients

                                 Estimate   Std. Error   t value     Pr(>|t|)
log(avg_peerTotalStealCnt + 1) -0.0188144 0.0009614396 -19.56899 2.909769e-85

Stealcnt First 60 IV

summary(peer_iv_effect_stealcnt_lag_withmanager_update_first60)$coefficients

                                        Estimate Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealCnt + 1)(fit)` 0.09941804 0.01271348 7.819892 5.290328e-15

Stealcnt Mid 60 OLS

summary(peer_ols_effect_stealcnt_lag_withmanager_update_mid60)$coefficients

                                  Estimate  Std. Error   t value     Pr(>|t|)
log(avg_peerTotalStealCnt + 1) -0.02918914 0.001720904 -16.96151 1.639676e-64

Stealcnt Mid 60 IV

summary(peer_iv_effect_stealcnt_lag_withmanager_update_mid60)$coefficients

                                       Estimate Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealCnt + 1)(fit)` 0.1190349 0.02502405 4.756819 1.967189e-06

Stealcnt over 120 OLS

summary(peer_ols_effect_stealcnt_lag_withmanager_update_last60)$coefficients

                                  Estimate  Std. Error   t value     Pr(>|t|)
log(avg_peerTotalStealCnt + 1) -0.03396143 0.002181416 -15.56852 1.235362e-54

Stealcnt over 120 IV

summary(peer_iv_effect_stealcnt_lag_withmanager_update_last60)$coefficients

                                        Estimate Std. Error   t value  Pr(>|t|)
`log(avg_peerTotalStealCnt + 1)(fit)` 0.02264011 0.03121083 0.7253928 0.4682116

Stealamt First 60 OLS

summary(peer_ols_effect_stealamt_lag_withmanager_update_first60)$coefficients

                                       Estimate   Std. Error   t value  Pr(>|t|)
log(avg_peerTotalStealAmount + 1) -0.0008301952 0.0007181922 -1.155951 0.2477012

Stealamt First 60 IV

summary(peer_iv_effect_stealamt_lag_withmanager_update_first60)$coefficients

                                           Estimate  Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealAmount + 1)(fit)` 0.04113962 0.003980685 10.33481 4.913539e-25

Stealamt Mid 60 OLS

summary(peer_ols_effect_stealamt_lag_withmanager_update_mid60)$coefficients

                                      Estimate  Std. Error   t value     Pr(>|t|)
log(avg_peerTotalStealAmount + 1) -0.007652621 0.001246992 -6.136867 8.421862e-10

Stealamt Mid 60 IV

summary(peer_iv_effect_stealamt_lag_withmanager_update_mid60)$coefficients

                                           Estimate  Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealAmount + 1)(fit)` 0.03585561 0.006595309 5.436532 5.435121e-08

Stealamt over 120 OLS

summary(peer_ols_effect_stealamt_lag_withmanager_update_last60)$coefficients

                                     Estimate  Std. Error   t value    Pr(>|t|)
log(avg_peerTotalStealAmount + 1) -0.01104643 0.001569307 -7.039048 1.93861e-12

Stealamt over 120 IV

summary(peer_iv_effect_stealamt_lag_withmanager_update_last60)$coefficients

                                            Estimate  Std. Error   t value   Pr(>|t|)
`log(avg_peerTotalStealAmount + 1)(fit)` -0.01421137 0.007614907 -1.866256 0.06200634

Test Collusion Theory: Peer Effect with/without new employee in the first 60 days

Tipping

Tipping OLS with new employee of first 60 days

summary(peer_ols_effect_AvgTip_lag_withmanager_update_with_new_first60)$coefficients

                 Estimate  Std. Error  t value     Pr(>|t|)
avg_peerAvgTip 0.01290765 0.001366662 9.444654 3.567946e-21

Tipping IV with new employee of first 60 days

summary(peer_iv_effect_AvgTip_lag_withmanager_update_with_new_first60)$coefficients

                       Estimate  Std. Error t value      Pr(>|t|)
`avg_peerAvgTip(fit)` 0.1763471 0.007140945 24.6952 1.238209e-134

Tipping OLS without new employee of first 60 days

summary(peer_ols_effect_AvgTip_lag_withmanager_update_without_new_first60)$coefficients

                  Estimate Std. Error   t value      Pr(>|t|)
avg_peerAvgTip -0.08660213 0.00313305 -27.64148 5.185116e-168

Tipping IV without new employee of first 60 days

summary(peer_iv_effect_AvgTip_lag_withmanager_update_without_new_first60)$coefficients

                        Estimate Std. Error   t value  Pr(>|t|)
`avg_peerAvgTip(fit)` 0.01332662 0.01341416 0.9934741 0.3204796

Stealcnt

New employee of first 60 days

StealCnt OLS with new employee of first 60 days

summary(peer_ols_effect_stealcnt_lag_withmanager_update_with_new_first60)$coefficients

                                 Estimate   Std. Error   t value      Pr(>|t|)
log(avg_peerTotalStealCnt + 1) -0.0184862 0.0006933658 -26.66154 1.365744e-156

StealCnt IV with new employee of first 60 days

summary(peer_iv_effect_stealcnt_lag_withmanager_update_with_new_first60)$coefficients

                                        Estimate  Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealCnt + 1)(fit)` 0.05242467 0.007486715 7.002359 2.517351e-12

StealCnt OLS without new employee of first 60 days

summary(peer_ols_effect_stealcnt_lag_withmanager_update_without_new_first60)$coefficients

                                  Estimate  Std. Error   t value Pr(>|t|)
log(avg_peerTotalStealCnt + 1) -0.08195894 0.002034703 -40.28054        0

StealCnt IV without new employee of first 60 days

summary(peer_iv_effect_stealcnt_lag_withmanager_update_without_new_first60)$coefficients

                                        Estimate Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealCnt + 1)(fit)` 0.05254261 0.01422927 3.692573 0.0002220272

New Employee of first 30 days

stealcnt OLS with new employee of first 30 days

summary(peer_ols_effect_stealcnt_lag_withmanager_update_with_new_firstM)$coefficients

                                  Estimate   Std. Error  t value     Pr(>|t|)
log(avg_peerTotalStealCnt + 1) -0.02067053 0.0007428977 -27.8242 2.32476e-170

stealcnt IV with new employee of first 30 days

summary(peer_iv_effect_stealcnt_lag_withmanager_update_with_new_firstM)$coefficients

                                        Estimate  Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealCnt + 1)(fit)` 0.07020373 0.008139685 8.624871 6.419525e-18

stealcnt OLS without new employee of first 30 days

summary(peer_ols_effect_stealcnt_lag_withmanager_update_without_new_firstM)$coefficients

                                  Estimate  Std. Error   t value Pr(>|t|)
log(avg_peerTotalStealCnt + 1) -0.07518549 0.001462181 -51.42011        0

stealcnt IV without new employee of first 30 days

summary(peer_iv_effect_stealcnt_lag_withmanager_update_without_new_firstM)$coefficients

                                          Estimate Std. Error t value  Pr(>|t|)
`log(avg_peerTotalStealCnt + 1)(fit)` -0.004416575  0.0115799 -0.3814 0.7029065

New employee of first 90 days

stealcnt OLS with new employee of first 90 days

summary(peer_ols_effect_stealcnt_lag_withmanager_update_with_new_first90)$coefficients

                                  Estimate   Std. Error  t value     Pr(>|t|)
log(avg_peerTotalStealCnt + 1) -0.02067053 0.0007428977 -27.8242 2.32476e-170

stealcnt IV with new employee of first 90 days

summary(peer_iv_effect_stealcnt_lag_withmanager_update_with_new_first90)$coefficients

                                        Estimate  Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealCnt + 1)(fit)` 0.07020373 0.008139685 8.624871 6.419525e-18

stealcnt OLS without new employee of first 90 days

summary(peer_ols_effect_stealcnt_lag_withmanager_update_without_new_first90)$coefficients

                                  Estimate  Std. Error   t value Pr(>|t|)
log(avg_peerTotalStealCnt + 1) -0.07518549 0.001462181 -51.42011        0

stealcnt IV without new employee of first 90 days

summary(peer_iv_effect_stealcnt_lag_withmanager_update_without_new_first90)$coefficients

                                          Estimate Std. Error t value  Pr(>|t|)
`log(avg_peerTotalStealCnt + 1)(fit)` -0.004416575  0.0115799 -0.3814 0.7029065

Stealamt

New employee of first 60 days

Stealamt OLS with new employee of first 60 days

summary(peer_ols_effect_stealamt_lag_withmanager_update_with_new_first60)$coefficients

                                      Estimate   Std. Error  t value     Pr(>|t|)
log(avg_peerTotalStealAmount + 1) -0.002538464 0.0005133873 -4.94454 7.632749e-07

Stealamt IV with new employee of first 60 days

summary(peer_iv_effect_stealamt_lag_withmanager_update_with_new_first60)$coefficients

                                           Estimate  Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealAmount + 1)(fit)` 0.02955796 0.002317757 12.75283 3.012437e-37

Stealamt OLS without new employee of first 60 days

summary(peer_ols_effect_stealamt_lag_withmanager_update_without_new_first60)$coefficients

                                     Estimate  Std. Error   t value      Pr(>|t|)
log(avg_peerTotalStealAmount + 1) -0.04770316 0.001524242 -31.29632 9.827455e-215

Stealamt IV without new employee of first 60 days

summary(peer_iv_effect_stealamt_lag_withmanager_update_without_new_first60)$coefficients

                                           Estimate  Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealAmount + 1)(fit)` 0.03677903 0.004746911 7.747992 9.358553e-15

Employee of first 30 days

Stealamt OLS with new employee of first 30 days

summary(peer_ols_effect_stealamt_lag_withmanager_update_with_new_firstM)$coefficients

                                      Estimate   Std. Error   t value    Pr(>|t|)
log(avg_peerTotalStealAmount + 1) -0.003993179 0.0005497105 -7.264148 3.75486e-13

Stealamt IV with new employee of first 30 days

summary(peer_iv_effect_stealamt_lag_withmanager_update_with_new_firstM)$coefficients

                                           Estimate  Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealAmount + 1)(fit)` 0.03892728 0.002617783 14.87032 5.157557e-50

Stealamt OLS without new employee of first 30 days

summary(peer_ols_effect_stealamt_lag_withmanager_update_without_new_firstM)$coefficients

                                     Estimate  Std. Error  t value Pr(>|t|)
log(avg_peerTotalStealAmount + 1) -0.04288591 0.001101659 -38.9285        0

Stealamt IV without new employee of first 30 days

summary(peer_iv_effect_stealamt_lag_withmanager_update_without_new_firstM)$coefficients

                                           Estimate  Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealAmount + 1)(fit)` 0.01549858 0.003509994 4.415559 1.007643e-05

New Employee of first 90 days

stealamt OLS with new employee of first 90 days

summary(peer_ols_effect_stealamt_lag_withmanager_update_with_new_first90)$coefficients

                                      Estimate   Std. Error   t value    Pr(>|t|)
log(avg_peerTotalStealAmount + 1) -0.003993179 0.0005497105 -7.264148 3.75486e-13

stealamt IV with new employee of first 90 days

summary(peer_iv_effect_stealamt_lag_withmanager_update_with_new_first90)$coefficients

                                           Estimate  Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealAmount + 1)(fit)` 0.03892728 0.002617783 14.87032 5.157557e-50

stealamt OLS without new employee of first 90 days

summary(peer_ols_effect_stealamt_lag_withmanager_update_without_new_first90)$coefficients

                                     Estimate  Std. Error  t value Pr(>|t|)
log(avg_peerTotalStealAmount + 1) -0.04288591 0.001101659 -38.9285        0

stealamt IV without new employee of first 90 days

summary(peer_iv_effect_stealamt_lag_withmanager_update_without_new_first90)$coefficients

                                           Estimate  Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealAmount + 1)(fit)` 0.01549858 0.003509994 4.415559 1.007643e-05

Peer Effect Based on Performance Star VS Normal

Star VS Normal in Tipping

Tipping OLS

summary(peer_ols_AvgTip_star_normal_in_tip_withmanagers_update)$coefficients

                       Estimate   Std. Error   t value      Pr(>|t|)
startargetAvgTip    0.009795226 0.0004237563 23.115232 3.320339e-118
normaltargetAvgTip -0.005063979 0.0017734719 -2.855404  4.298232e-03

Tipping IV

summary(peer_iv_AvgTip_star_normal_in_tip_withmanagers_update)$coefficients

                             Estimate  Std. Error   t value      Pr(>|t|)
`startargetAvgTip(fit)`    0.07592837 0.001998791 37.987144 1.089405e-315
`normaltargetAvgTip(fit)` -0.07022843 0.011222011 -6.258097  3.897485e-10

Stealcnt OLS

summary(peer_ols_stealcnt_star_normal_in_tip_withmanagers_update)$coefficients

                                       Estimate   Std. Error    t value     Pr(>|t|)
log(startargetTotalStealCnt + 1)   -0.001215909 0.0007482368  -1.625033 1.041556e-01
log(normaltargetTotalStealCnt + 1) -0.006752753 0.0006380075 -10.584129 3.533678e-26

Stealcnt IV

summary(peer_iv_stealcnt_star_normal_in_tip_withmanagers_update)$coefficients

                                            Estimate  Std. Error   t value     Pr(>|t|)
`log(startargetTotalStealCnt + 1)(fit)`   0.08305343 0.006411432 12.953960 2.235884e-38
`log(normaltargetTotalStealCnt + 1)(fit)` 0.05412588 0.005905425  9.165449 4.936610e-20

Stealamt OLS

summary(peer_ols_stealamt_star_normal_in_tip_withmanagers_update)$coefficients

                                         Estimate   Std. Error  t value     Pr(>|t|)
log(startargetTotalStealAmount + 1)   0.005267188 0.0007222795 7.292452 3.044277e-13
log(normaltargetTotalStealAmount + 1) 0.002573578 0.0004784399 5.379105 7.486188e-08

Stealamt IV

summary(peer_iv_stealamt_star_normal_in_tip_withmanagers_update)$coefficients

                                               Estimate  Std. Error  t value     Pr(>|t|)
`log(startargetTotalStealAmount + 1)(fit)`   0.08944030 0.005377480 16.63238 4.083232e-62
`log(normaltargetTotalStealAmount + 1)(fit)` 0.02837046 0.001968209 14.41435 4.216508e-47

Star Vs Normal in Stealcnt

Tipping OLS

summary(peer_ols_AvgTip_star_normal_in_stealcnt_withmanagers_update)$coefficients

                     Estimate   Std. Error   t value      Pr(>|t|)
startargetAvgTip    0.0117053 0.0005972774  19.59776  1.632690e-85
normaltargetAvgTip -0.0264644 0.0012405224 -21.33327 5.659032e-101

Tipping IV

summary(peer_iv_AvgTip_star_normal_in_stealcnt_withmanagers_update)$coefficients

                            Estimate  Std. Error   t value      Pr(>|t|)
`startargetAvgTip(fit)`   0.09310831 0.002454419 37.934976 7.897769e-315
`normaltargetAvgTip(fit)` 0.02387221 0.007019083  3.401043  6.712992e-04

Stealcnt OLS

summary(peer_ols_stealcnt_star_normal_in_stealcnt_withmanagers_update)$coefficients

                                       Estimate   Std. Error   t value     Pr(>|t|)
log(startargetTotalStealCnt + 1)   -0.001753835 0.0004464896 -3.928053 8.563787e-05
log(normaltargetTotalStealCnt + 1) -0.002594897 0.0009587207 -2.706625 6.797137e-03

Stealcnt IV

summary(peer_iv_stealcnt_star_normal_in_stealcnt_withmanagers_update)$coefficients

                                            Estimate Std. Error   t value     Pr(>|t|)
`log(startargetTotalStealCnt + 1)(fit)`   0.05509822 0.00318804 17.282787 6.381049e-67
`log(normaltargetTotalStealCnt + 1)(fit)` 0.17350037 0.02902318  5.977993 2.259252e-09

Stealamt OLS

summary(peer_ols_stealamt_star_normal_in_stealcnt_withmanagers_update)$coefficients

                                         Estimate   Std. Error  t value     Pr(>|t|)
log(startargetTotalStealAmount + 1)   0.002869468 0.0004442961 6.458458 1.057887e-10
log(normaltargetTotalStealAmount + 1) 0.005440631 0.0005735988 9.485081 2.423366e-21

Stealamt IV

summary(peer_iv_stealamt_star_normal_in_stealcnt_withmanagers_update)$coefficients

                                               Estimate  Std. Error  t value
`log(startargetTotalStealAmount + 1)(fit)`   0.03566498 0.001610999 22.13843
`log(normaltargetTotalStealAmount + 1)(fit)` 0.03365088 0.002332121 14.42930
                                                  Pr(>|t|)
`log(startargetTotalStealAmount + 1)(fit)`   1.371701e-108
`log(normaltargetTotalStealAmount + 1)(fit)`  3.395243e-47

The effect of restaurant guard on peer effect

Overall effect of restaurant guard

Tipping OLS Before Guard

summary(peer_ols_effect_AvgTip_lag_withmanager_update_beforeguard)$coefficients

                  Estimate  Std. Error  t value    Pr(>|t|)
avg_peerAvgTip 0.008367373 0.002738635 3.055308 0.002248375

Tipping IV Before Guard

summary(peer_iv_effect_AvgTip_lag_withmanager_update_beforeguard)$coefficients

                       Estimate Std. Error  t value     Pr(>|t|)
`avg_peerAvgTip(fit)` 0.1408745 0.01400149 10.06139 8.215286e-24

Tipping OLS After Guard

summary(peer_ols_effect_AvgTip_lag_withmanager_update_afterguard)$coefficients

                   Estimate  Std. Error   t value     Pr(>|t|)
avg_peerAvgTip -0.003687016 0.001011481 -3.645167 0.0002672222

Tipping IV After Guard

summary(peer_iv_effect_AvgTip_lag_withmanager_update_afterguard)$coefficients

                        Estimate  Std. Error  t value     Pr(>|t|)
`avg_peerAvgTip(fit)` 0.04677438 0.003832569 12.20445 2.948857e-34

Stealcnt OLS Before Guard

summary(peer_ols_effect_stealcnt_lag_withmanager_update_beforeguard)$coefficients

                                      Estimate  Std. Error    t value     Pr(>|t|)
log(avg_peerTotalStealCnt + 1)    -0.018365709 0.001825876 -10.058576 8.451411e-24
log(avg_peerTotalStealAmount + 1)  0.001751888 0.000433691   4.039483 5.357460e-05

Stealcnt IV Before Guard

summary(peer_iv_effect_stealcnt_lag_withmanager_update_beforeguard)$coefficients

                                            Estimate  Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealCnt + 1)(fit)`    0.015455217 0.008196442 1.885601 5.934921e-02
`log(avg_peerTotalStealAmount + 1)(fit)` 0.008350214 0.001135352 7.354736 1.915227e-13

Stealcnt OLS After Guard

summary(peer_ols_effect_stealcnt_lag_withmanager_update_afterguard)$coefficients

                                      Estimate   Std. Error    t value      Pr(>|t|)
log(avg_peerTotalStealCnt + 1)    -0.020673496 0.0008455385 -24.450095 5.168842e-132
log(avg_peerTotalStealAmount + 1)  0.001153299 0.0002383715   4.838242  1.309986e-06

Stealcnt IV After Guard

summary(peer_iv_effect_stealcnt_lag_withmanager_update_afterguard)$coefficients

                                            Estimate  Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealCnt + 1)(fit)`    0.066929117 0.012293555 5.444244 5.203002e-08
`log(avg_peerTotalStealAmount + 1)(fit)` 0.004395826 0.001229536 3.575190 3.499788e-04

Stealamt OLS Before Guard

summary(peer_ols_effect_stealamt_lag_withmanager_update_beforeguard)$coefficients

                                      Estimate  Std. Error   t value     Pr(>|t|)
log(avg_peerTotalStealCnt + 1)    -0.011846168 0.005405655 -2.191440 0.0284203141
log(avg_peerTotalStealAmount + 1) -0.004580208 0.001283978 -3.567202 0.0003608373

Stealamt IV Before Guard

summary(peer_iv_effect_stealamt_lag_withmanager_update_beforeguard)$coefficients

                                           Estimate  Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealAmount + 1)(fit)` 0.02909007 0.003405871 8.541157 1.331579e-17
`log(avg_peerTotalStealCnt + 1)(fit)`    0.04923202 0.024587987 2.002280 4.525508e-02

Stealamt OLS After Guard

summary(peer_ols_effect_stealamt_lag_withmanager_update_afterguard)$coefficients

                                      Estimate   Std. Error    t value     Pr(>|t|)
log(avg_peerTotalStealCnt + 1)    -0.026748659 0.0022614006 -11.828360 2.789807e-32
log(avg_peerTotalStealAmount + 1)  0.001056446 0.0006375268   1.657101 9.749921e-02

Stealamt IV After Guard

summary(peer_iv_effect_stealamt_lag_withmanager_update_afterguard)$coefficients

                                           Estimate  Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealAmount + 1)(fit)` 0.02302096 0.003257574 7.066904 1.584646e-12
`log(avg_peerTotalStealCnt + 1)(fit)`    0.11238046 0.032570950 3.450328 5.599142e-04

Restaurant Guard * Star VS Normal in Tipping

Tipping IV Before Guard

summary(peer_iv_AvgTip_star_normal_in_tip_withmanagers_update_beforeguard)$coefficients

                             Estimate  Std. Error   t value     Pr(>|t|)
`startargetAvgTip(fit)`    0.09440908 0.005817555 16.228308 3.266022e-59
`normaltargetAvgTip(fit)` -0.21111539 0.050461743 -4.183672 2.868745e-05

Tipping IV After Guard

summary(peer_iv_AvgTip_star_normal_in_tip_withmanagers_update_afterguard)$coefficients

                              Estimate   Std. Error    t value      Pr(>|t|)
`startargetAvgTip(fit)`    0.034583977 0.0009643999 35.8606189 1.451955e-281
`normaltargetAvgTip(fit)` -0.002431082 0.0024416080 -0.9956888  3.194014e-01

Stealcnt IV Before Guard

summary(peer_iv_stealcnt_star_normal_in_tip_withmanagers_update_beforeguard)$coefficients

                                            Estimate  Std. Error  t value     Pr(>|t|)
`log(startargetTotalStealCnt + 1)(fit)`   0.10070711 0.013157626 7.653897 1.952400e-14
`log(normaltargetTotalStealCnt + 1)(fit)` 0.03463699 0.006915105 5.008888 5.475942e-07

Stealcnt IV After Guard

summary(peer_iv_stealcnt_star_normal_in_tip_withmanagers_update_afterguard)$coefficients

                                            Estimate  Std. Error   t value     Pr(>|t|)
`log(startargetTotalStealCnt + 1)(fit)`   0.07720517 0.007626039 10.123888 4.332748e-24
`log(normaltargetTotalStealCnt + 1)(fit)` 0.07314953 0.009454785  7.736774 1.020040e-14

Stealamt IV Before Guard

summary(peer_iv_stealamt_star_normal_in_tip_withmanagers_update_beforeguard)$coefficients

                                               Estimate  Std. Error   t value     Pr(>|t|)
`log(startargetTotalStealAmount + 1)(fit)`   0.08923428 0.011370450  7.847911 4.236502e-15
`log(normaltargetTotalStealAmount + 1)(fit)` 0.03378014 0.002996124 11.274613 1.762340e-29

Stealamt IV After Guard

summary(peer_iv_stealamt_star_normal_in_tip_withmanagers_update_afterguard)$coefficients

                                               Estimate  Std. Error  t value     Pr(>|t|)
`log(startargetTotalStealAmount + 1)(fit)`   0.09023320 0.006315866 14.28675 2.656500e-46
`log(normaltargetTotalStealAmount + 1)(fit)` 0.02791514 0.002739753 10.18893 2.224166e-24

Restaurant Guard * Star VS Normal in Stealcnt

Tipping IV Before Guard

summary(peer_iv_AvgTip_star_normal_in_stealcnt_withmanagers_update_beforeguard)$coefficients

                            Estimate  Std. Error    t value     Pr(>|t|)
`startargetAvgTip(fit)`   0.10278930 0.006423699 16.0015739 1.277291e-57
`normaltargetAvgTip(fit)` 0.01672989 0.022845486  0.7323061 4.639820e-01

Tipping IV After Guard

summary(peer_iv_AvgTip_star_normal_in_stealcnt_withmanagers_update_afterguard)$coefficients

                            Estimate  Std. Error  t value      Pr(>|t|)
`startargetAvgTip(fit)`   0.02123196 0.001317633 16.11372  2.055758e-58
`normaltargetAvgTip(fit)` 0.04316742 0.001857404 23.24072 1.811398e-119

Stealcnt IV Before Guard

summary(peer_iv_stealcnt_star_normal_in_stealcnt_withmanagers_update_beforeguard)$coefficients

                                            Estimate  Std. Error  t value     Pr(>|t|)
`log(startargetTotalStealCnt + 1)(fit)`   0.04085522 0.004311168 9.476602 2.635164e-21
`log(normaltargetTotalStealCnt + 1)(fit)` 0.08971757 0.050595154 1.773244 7.618871e-02

Stealcnt IV After Guard

summary(peer_iv_stealcnt_star_normal_in_stealcnt_withmanagers_update_afterguard)$coefficients

                                            Estimate  Std. Error   t value     Pr(>|t|)
`log(startargetTotalStealCnt + 1)(fit)`   0.06778896 0.004635535 14.623763 1.989407e-48
`log(normaltargetTotalStealCnt + 1)(fit)` 0.21036933 0.033147327  6.346495 2.203090e-10

Stealamt IV Before Guard

summary(peer_iv_stealamt_star_normal_in_stealcnt_withmanagers_update_beforeguard)$coefficients

                                               Estimate  Std. Error   t value     Pr(>|t|)
`log(startargetTotalStealAmount + 1)(fit)`   0.03083671 0.002337822 13.190356 1.008717e-39
`log(normaltargetTotalStealAmount + 1)(fit)` 0.02963565 0.003305771  8.964823 3.115564e-19

Stealamt IV After Guard

summary(peer_iv_stealamt_star_normal_in_stealcnt_withmanagers_update_afterguard)$coefficients

                                               Estimate  Std. Error  t value     Pr(>|t|)
`log(startargetTotalStealAmount + 1)(fit)`   0.04258421 0.002401070 17.73552 2.249909e-70
`log(normaltargetTotalStealAmount + 1)(fit)` 0.04194241 0.003416219 12.27744 1.199746e-34

Restaurant Guard * Connection Strength(Familarity)

Tipping Before Guard

summary(peer_iv_AvgTip_top_common_2weeks_withmanagers_beforeguard_update)$coefficients

                             Estimate Std. Error   t value     Pr(>|t|)
`toptargetAvgTip(fit)`    0.007300703 0.02041077 0.3576887 7.205764e-01
`commontargetAvgTip(fit)` 0.098222039 0.01217525 8.0673541 7.198966e-16

Tipping After Guard

summary(peer_iv_AvgTip_top_common_2weeks_withmanagers_afterguard_update)$coefficients

                              Estimate  Std. Error   t value    Pr(>|t|)
`toptargetAvgTip(fit)`    -0.003806135 0.003316923 -1.147490 0.251179378
`commontargetAvgTip(fit)`  0.010114830 0.003831010  2.640251 0.008284521

Stealcnt Before Guard

summary(peer_iv_stealcnt_top_common_2weeks_withmanagers_beforeguard_update)$coefficients

                                              Estimate  Std. Error  t value     Pr(>|t|)
`log(toptargetTotalStealCount + 1)(fit)`    0.03187939 0.005472294 5.825599 5.694164e-09
`log(commontargetTotalStealCount + 1)(fit)` 0.03145771 0.008669696 3.628467 2.851363e-04

Stealcnt After Guard

summary(peer_iv_stealcnt_top_common_2weeks_withmanagers_afterguard_update)$coefficients

                                              Estimate  Std. Error  t value     Pr(>|t|)
`log(toptargetTotalStealCount + 1)(fit)`    0.04921839 0.008084206 6.088216 1.141958e-09
`log(commontargetTotalStealCount + 1)(fit)` 0.06580247 0.012422176 5.297178 1.176183e-07

Stealamt Before Guard

summary(peer_iv_stealamt_top_common_2weeks_withmanagers_beforeguard_update)$coefficients

                                                Estimate  Std. Error  t value     Pr(>|t|)
`log(toptargetTotalStealAmount + 1)(fit)`    0.007812675 0.002406142 3.246971 1.166475e-03
`log(commontargetTotalStealAmount + 1)(fit)` 0.016459876 0.003272014 5.030503 4.893586e-07

Stealamt After Guard

summary(peer_iv_stealamt_top_common_2weeks_withmanagers_afterguard_update)$coefficients

                                               Estimate  Std. Error  t value     Pr(>|t|)
`log(toptargetTotalStealAmount + 1)(fit)`    0.01593128 0.003460985 4.603105 4.162632e-06
`log(commontargetTotalStealAmount + 1)(fit)` 0.03399257 0.003824449 8.888227 6.214018e-19

New Employee with shorter time interval

Use 1 month as time interval

AvgTip

Avg tip first month

summary(peer_iv_effect_AvgTip_lag_withmanager_update_firstM)$coefficients

                        Estimate Std. Error  t value     Pr(>|t|)
`avg_peerAvgTip(fit)` 0.07547611 0.00839616 8.989361 2.491563e-19

Avg tip second month

summary(peer_iv_effect_AvgTip_lag_withmanager_update_secondM)$coefficients

                       Estimate Std. Error  t value      Pr(>|t|)
`avg_peerAvgTip(fit)` 0.3328581 0.01062379 31.33137 2.834391e-215

Avg tip third month

summary(peer_iv_effect_AvgTip_lag_withmanager_update_thirdM)$coefficients

                       Estimate  Std. Error  t value     Pr(>|t|)
`avg_peerAvgTip(fit)` 0.0630227 0.009211952 6.841405 7.856394e-12

Avg tip fourth month

summary(peer_iv_effect_AvgTip_lag_withmanager_update_fourthM)$coefficients

                        Estimate Std. Error   t value    Pr(>|t|)
`avg_peerAvgTip(fit)` -0.2639484 0.01951251 -13.52714 1.12696e-41

Avg tip fifth month

summary(peer_iv_effect_AvgTip_lag_withmanager_update_fifthM)$coefficients

                        Estimate Std. Error   t value  Pr(>|t|)
`avg_peerAvgTip(fit)` 0.01377592 0.01521488 0.9054237 0.3652425

Avg tip sixth month

summary(peer_iv_effect_AvgTip_lag_withmanager_update_sixthM)$coefficients

                        Estimate  Std. Error  t value    Pr(>|t|)
`avg_peerAvgTip(fit)` 0.04907351 0.009860333 4.976861 6.46568e-07

Stealcnt

stealcnt first month

summary(peer_iv_effect_stealcnt_lag_withmanager_update_firstM)$coefficients

                                       Estimate Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealCnt + 1)(fit)` 0.1126809  0.0156259 7.211165 5.552049e-13

stealcnt second month

summary(peer_iv_effect_stealcnt_lag_withmanager_update_secondM)$coefficients

                                       Estimate Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealCnt + 1)(fit)` 0.1264644 0.02359968 5.358732 8.384506e-08

stealcnt third month

summary(peer_iv_effect_stealcnt_lag_withmanager_update_thirdM)$coefficients

                                       Estimate Std. Error  t value    Pr(>|t|)
`log(avg_peerTotalStealCnt + 1)(fit)` 0.1555477 0.03384897 4.595345 4.32202e-06

stealcnt fourth month

summary(peer_iv_effect_stealcnt_lag_withmanager_update_fourthM)$coefficients

                                        Estimate Std. Error  t value   Pr(>|t|)
`log(avg_peerTotalStealCnt + 1)(fit)` 0.09309576 0.03889923 2.393255 0.01670054

stealcnt fifth month

summary(peer_iv_effect_stealcnt_lag_withmanager_update_fifthM)$coefficients

                                       Estimate Std. Error  t value   Pr(>|t|)
`log(avg_peerTotalStealCnt + 1)(fit)` 0.1276559 0.04501297 2.835981 0.00456918

stealcnt sixth month

summary(peer_iv_effect_stealcnt_lag_withmanager_update_sixthM)$coefficients

                                         Estimate Std. Error   t value  Pr(>|t|)
`log(avg_peerTotalStealCnt + 1)(fit)` -0.03714043 0.03295793 -1.126904 0.2597837

Stealamt

stealamt first month

summary(peer_iv_effect_stealamt_lag_withmanager_update_firstM)$coefficients

                                           Estimate  Std. Error t value     Pr(>|t|)
`log(avg_peerTotalStealAmount + 1)(fit)` 0.04540261 0.005339536  8.5031 1.848821e-17

stealamt second month

summary(peer_iv_effect_stealamt_lag_withmanager_update_secondM)$coefficients

                                           Estimate  Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealAmount + 1)(fit)` 0.04265539 0.006793811 6.278565 3.419929e-10

stealamt third month

summary(peer_iv_effect_stealamt_lag_withmanager_update_thirdM)$coefficients

                                           Estimate  Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealAmount + 1)(fit)` 0.03793186 0.008656224 4.382033 1.176152e-05

stealamt fourth month

summary(peer_iv_effect_stealamt_lag_withmanager_update_fourthM)$coefficients

                                           Estimate Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealAmount + 1)(fit)` 0.04172398 0.01063831 3.922048 8.782783e-05

stealamt fifth month

summary(peer_iv_effect_stealamt_lag_withmanager_update_fifthM)$coefficients

                                           Estimate Std. Error  t value   Pr(>|t|)
`log(avg_peerTotalStealAmount + 1)(fit)` 0.02444368 0.01328282 1.840248 0.06573405

stealamt sixth month

summary(peer_iv_effect_stealamt_lag_withmanager_update_sixthM)$coefficients

                                            Estimate  Std. Error   t value   Pr(>|t|)
`log(avg_peerTotalStealAmount + 1)(fit)` -0.01969481 0.007701775 -2.557178 0.01055296

Additional Regression: drink/revenue/add-on items

Revenue OLS

summary(peer_ols_effect_AvgRev_lag_withmanager_update)$coefficients

                 Estimate  Std. Error  t value      Pr(>|t|)
avg_peerAvgRev 0.04843783 0.001273878 38.02392 2.663033e-316

Revenue IV

summary(peer_iv_effect_AvgRev_lag_withmanager_update)$coefficients

                        Estimate  Std. Error  t value     Pr(>|t|)
`avg_peerAvgRev(fit)` 0.05975351 0.005365868 11.13585 8.402409e-29

Drink OLS

summary(peer_ols_effect_DrxSl_lag_withmanager_update)$coefficients

               Estimate   Std. Error t value Pr(>|t|)
avg_peerDrxSl 0.2022067 0.0009513508 212.547        0

Drink IV

summary(peer_iv_effect_DrxSl_lag_withmanager_update)$coefficients

                      Estimate  Std. Error  t value      Pr(>|t|)
`avg_peerDrxSl(fit)` 0.1944882 0.005665241 34.33009 3.079341e-258

Add-on OLS

summary(peer_ols_effect_AddSl_lag_withmanager_update)$coefficients

               Estimate   Std. Error  t value Pr(>|t|)
avg_peerAddSl 0.2049097 0.0007931751 258.3411        0

Add-on IV

summary(peer_iv_effect_AddSl_lag_withmanager_update)$coefficients

                     Estimate  Std. Error  t value      Pr(>|t|)
`avg_peerAddSl(fit)` 0.169014 0.006502105 25.99374 6.020395e-149

Cross effect of Tipping on Stealing

Effect of tippint+stealing on stealcnt

summary(peer_iv_effect_stealcnt_lag_withmanager_update_withtip)$coefficients

                                              Estimate   Std. Error   t value     Pr(>|t|)
`log(avg_peerTotalStealCnt + 1)(fit)`     0.0429481526 7.373367e-03  5.824768 5.719705e-09
`log(avg_peerTotalStealAmount + 1)(fit)`  0.0061484549 8.514991e-04  7.220741 5.171546e-13
`avg_peerAvgTip(fit)`                    -0.0001577893 6.347013e-05 -2.486041 1.291737e-02

Effect of tippint+stealing on stealamt

summary(peer_iv_effect_stealamt_lag_withmanager_update_withtip)$coefficients

                                              Estimate   Std. Error   t value     Pr(>|t|)
`log(avg_peerTotalStealAmount + 1)(fit)`  0.0234929543 0.0023129246 10.157251 3.078703e-24
`log(avg_peerTotalStealCnt + 1)(fit)`     0.0861862496 0.0200282554  4.303233 1.683283e-05
`avg_peerAvgTip(fit)`                    -0.0002938006 0.0001724037 -1.704143 8.835445e-02

Effect of tipping+stealing on tipping

summary(peer_iv_effect_AvgTip_lag_withmanager_update_withsteal)$coefficients

                                           Estimate  Std. Error   t value      Pr(>|t|)
`log(avg_peerTotalStealCnt + 1)(fit)`    0.81218812 0.689014845  1.178767  2.384910e-01
`log(avg_peerTotalStealAmount + 1)(fit)` 0.09161471 0.079569554  1.151379  2.495764e-01
`avg_peerAvgTip(fit)`                    0.12921517 0.005931057 21.786196 3.188175e-105

Effect of drink sales+stealing on drink sales

summary(peer_iv_effect_DrxSl_lag_withmanager_update_withsteal)$coefficients[c(2,3),]

                                          Estimate  Std. Error   t value      Pr(>|t|)
`log(avg_peerTotalStealAmount + 1)(fit)` 4.2256064 1.002316738  4.215839  2.488576e-05
`avg_peerDrxSl(fit)`                     0.2267516 0.005902549 38.415877 7.905050e-323

Effect of Addon sales+stealing on addon sales

summary(peer_iv_effect_AddSl_lag_withmanager_update_withsteal)$coefficients[c(2,3),]

                                          Estimate  Std. Error  t value     Pr(>|t|)
`log(avg_peerTotalStealAmount + 1)(fit)` 8.6295175 0.651543444 13.24473 4.851834e-40
`avg_peerAddSl(fit)`                     0.1000888 0.007526227 13.29867 2.361959e-40

---
title: "Peer Effect in Tipping/Stealing"
output: html_notebook
---

# Model 

We run peer effect regressions on tipping,steal count and steal amount on the data with individual,store,time,and manager fixed effect. The independent variable of interest is the average peer tipping amount, steal count and steal amount, the dependent variable is the focal employee's tipping amount, steal count and steal amount.

$$FocalTip_{ijt} = AvgPeerTip_{ijt} + focal_i + store_j * year_t + store_j * week_t +store_j * weekday_t + restaurantguard_t + manager_{ijt} $$



To find instruments, we look at the panel of each peer, find the observations that the peer is not co-working with the focal employee and exclude one week before/after the current observation. We use the average of all effective observations to instrument for the peer in the current observation.

# Average Peer Effect

We first run ols/iv regressions on  1051 restaunts and *** employees. The parameters below show the estimate and standard error. 

- Tipping OLS

```{r}
summary(peer_ols_effect_AvgTip_lag_withmanager_update)$coefficients
```

- Tipping IV

```{r}
summary(peer_iv_effect_AvgTip_lag_withmanager_update)$coefficients
```

- Stealcnt OLS

```{r}
summary(peer_ols_effect_stealcnt_lag_withmanager_update)$coefficients
```

- Stealcnt IV

```{r}
summary(peer_iv_effect_stealcnt_lag_withmanager_update)$coefficients
```


- Stealamount OLS

```{r}
summary(peer_ols_effect_stealamt_lag_withmanager_update)$coefficients
```

- Stealamount IV

```{r}
summary(peer_iv_effect_stealamt_lag_withmanager_update)$coefficients
```

## Peer Effect Based on Connection Strength(Familiarity)

We want to look at the source of peer effect. So we compare the peer effect of more familiar with less familiar peers. We define familiarity by looking at the working histories for each pair of employees. Within 2 weeks prior to the observation, we seperate the one peer that has most connections to the focal employee from the rest of the peers. We denote the most familiar peer as top and less familar as common in the following regression.

- Tipping OLS

```{r}
summary(peer_ols_AvgTip_top_common_2weeks_withmanagers_update)$coefficients
```


- Tipping IV

```{r}
summary(peer_iv_AvgTip_top_common_2weeks_withmanagers_update)$coefficients
```

- Stealcnt OLS
```{r}
summary(peer_ols_stealcnt_top_common_2weeks_withmanagers_update)$coefficients
```

- Stealcnt IV
```{r}
summary(peer_iv_stealcnt_top_common_2weeks_withmanagers_update)$coefficients
```

- Stealamt OLS
```{r}
summary(peer_ols_stealamt_top_common_2weeks_withmanagers_update)$coefficients
```


- Stealamt IV

```{r}
summary(peer_iv_stealamt_top_common_2weeks_withmanagers_update)$coefficients
```


## Peer Effect of new Employees(redo OLS)

- Tipping First 60 OLS

```{r}
summary(peer_ols_effect_AvgTip_lag_withmanager_update_first60)$coefficients
```



- Tipping First 60 IV

```{r}
summary(peer_iv_effect_AvgTip_lag_withmanager_update_first60)$coefficients
```
- Tipping Mid 60 OLS

```{r}
summary(peer_ols_effect_AvgTip_lag_withmanager_update_mid60)$coefficients
```


- Tipping mid 60 IV

```{r}
summary(peer_iv_effect_AvgTip_lag_withmanager_update_mid60)$coefficients
```
- Tipping Over 120 OLS

```{r}
summary(peer_ols_effect_AvgTip_lag_withmanager_update_last60)$coefficients
```

- Tipping over 120 IV

```{r}
summary(peer_iv_effect_AvgTip_lag_withmanager_update_last60)$coefficients
```

- Stealcnt First 60 OLS

```{r}
summary(peer_ols_effect_stealcnt_lag_withmanager_update_first60)$coefficients
```

- Stealcnt First 60 IV

```{r}
summary(peer_iv_effect_stealcnt_lag_withmanager_update_first60)$coefficients
```
- Stealcnt Mid 60 OLS

```{r}
summary(peer_ols_effect_stealcnt_lag_withmanager_update_mid60)$coefficients
```
- Stealcnt Mid 60 IV

```{r}
summary(peer_iv_effect_stealcnt_lag_withmanager_update_mid60)$coefficients
```

- Stealcnt over 120 OLS
```{r}
summary(peer_ols_effect_stealcnt_lag_withmanager_update_last60)$coefficients
```



- Stealcnt over 120 IV
```{r}
summary(peer_iv_effect_stealcnt_lag_withmanager_update_last60)$coefficients
```
- Stealamt First 60 OLS

```{r}
summary(peer_ols_effect_stealamt_lag_withmanager_update_first60)$coefficients
```

- Stealamt First 60 IV

```{r}
summary(peer_iv_effect_stealamt_lag_withmanager_update_first60)$coefficients
```
- Stealamt Mid 60 OLS

```{r}
summary(peer_ols_effect_stealamt_lag_withmanager_update_mid60)$coefficients
```
- Stealamt Mid 60 IV

```{r}
summary(peer_iv_effect_stealamt_lag_withmanager_update_mid60)$coefficients
```
- Stealamt over 120 OLS

```{r}
summary(peer_ols_effect_stealamt_lag_withmanager_update_last60)$coefficients
```

- Stealamt over 120 IV

```{r}
summary(peer_iv_effect_stealamt_lag_withmanager_update_last60)$coefficients
```

## Test Collusion Theory: Peer Effect with/without new employee in the first 60 days

### Tipping

- Tipping OLS with new employee of first 60 days


```{r}
summary(peer_ols_effect_AvgTip_lag_withmanager_update_with_new_first60)$coefficients
```



- Tipping IV with new employee of first 60 days

```{r}
summary(peer_iv_effect_AvgTip_lag_withmanager_update_with_new_first60)$coefficients
```



- Tipping OLS without new employee of first 60 days

```{r}
summary(peer_ols_effect_AvgTip_lag_withmanager_update_without_new_first60)$coefficients
```


- Tipping IV without new employee of first 60 days

```{r}
summary(peer_iv_effect_AvgTip_lag_withmanager_update_without_new_first60)$coefficients

```
### Stealcnt

#### New employee of first 60 days
- StealCnt OLS with new employee of first 60 days


```{r}
summary(peer_ols_effect_stealcnt_lag_withmanager_update_with_new_first60)$coefficients
```



- StealCnt IV with new employee of first 60 days

```{r}
summary(peer_iv_effect_stealcnt_lag_withmanager_update_with_new_first60)$coefficients
```



- StealCnt OLS without new employee of first 60 days

```{r}
summary(peer_ols_effect_stealcnt_lag_withmanager_update_without_new_first60)$coefficients
```


- StealCnt IV without new employee of first 60 days

```{r}
summary(peer_iv_effect_stealcnt_lag_withmanager_update_without_new_first60)$coefficients

```
### New Employee of first 30 days

- stealcnt OLS with new employee of first 30 days


```{r}
summary(peer_ols_effect_stealcnt_lag_withmanager_update_with_new_firstM)$coefficients
```



- stealcnt IV with new employee of first 30 days

```{r}
summary(peer_iv_effect_stealcnt_lag_withmanager_update_with_new_firstM)$coefficients
```



- stealcnt OLS without new employee of first 30 days

```{r}
summary(peer_ols_effect_stealcnt_lag_withmanager_update_without_new_firstM)$coefficients
```


- stealcnt IV without new employee of first 30 days

```{r}
summary(peer_iv_effect_stealcnt_lag_withmanager_update_without_new_firstM)$coefficients

```
### New employee of first 90 days

- stealcnt OLS with new employee of first 90 days


```{r}
summary(peer_ols_effect_stealcnt_lag_withmanager_update_with_new_first90)$coefficients
```



- stealcnt IV with new employee of first 90 days

```{r}
summary(peer_iv_effect_stealcnt_lag_withmanager_update_with_new_first90)$coefficients
```



- stealcnt OLS without new employee of first 90 days

```{r}
summary(peer_ols_effect_stealcnt_lag_withmanager_update_without_new_first90)$coefficients
```


- stealcnt IV without new employee of first 90 days

```{r}
summary(peer_iv_effect_stealcnt_lag_withmanager_update_without_new_first90)$coefficients

```

### Stealamt

#### New employee of first 60 days
- Stealamt OLS with new employee of first 60 days


```{r}
summary(peer_ols_effect_stealamt_lag_withmanager_update_with_new_first60)$coefficients
```



- Stealamt IV with new employee of first 60 days

```{r}
summary(peer_iv_effect_stealamt_lag_withmanager_update_with_new_first60)$coefficients
```



- Stealamt OLS without new employee of first 60 days

```{r}
summary(peer_ols_effect_stealamt_lag_withmanager_update_without_new_first60)$coefficients
```


- Stealamt IV without new employee of first 60 days

```{r}
summary(peer_iv_effect_stealamt_lag_withmanager_update_without_new_first60)$coefficients

```




#### Employee of first 30 days

- Stealamt OLS with new employee of first 30 days


```{r}
summary(peer_ols_effect_stealamt_lag_withmanager_update_with_new_firstM)$coefficients
```



- Stealamt IV with new employee of first 30 days

```{r}
summary(peer_iv_effect_stealamt_lag_withmanager_update_with_new_firstM)$coefficients
```



- Stealamt OLS without new employee of first 30 days

```{r}
summary(peer_ols_effect_stealamt_lag_withmanager_update_without_new_firstM)$coefficients
```


- Stealamt IV without new employee of first 30 days

```{r}
summary(peer_iv_effect_stealamt_lag_withmanager_update_without_new_firstM)$coefficients

```


### New Employee of first 90 days

- stealamt OLS with new employee of first 90 days


```{r}
summary(peer_ols_effect_stealamt_lag_withmanager_update_with_new_first90)$coefficients
```



- stealamt IV with new employee of first 90 days

```{r}
summary(peer_iv_effect_stealamt_lag_withmanager_update_with_new_first90)$coefficients
```



- stealamt OLS without new employee of first 90 days

```{r}
summary(peer_ols_effect_stealamt_lag_withmanager_update_without_new_first90)$coefficients
```


- stealamt IV without new employee of first 90 days

```{r}
summary(peer_iv_effect_stealamt_lag_withmanager_update_without_new_first90)$coefficients

```


## Peer Effect Based on Performance Star VS Normal

### Star VS Normal in Tipping

- Tipping OLS
```{r}
summary(peer_ols_AvgTip_star_normal_in_tip_withmanagers_update)$coefficients
```


- Tipping IV
```{r}
summary(peer_iv_AvgTip_star_normal_in_tip_withmanagers_update)$coefficients
```


- Stealcnt OLS
```{r}
summary(peer_ols_stealcnt_star_normal_in_tip_withmanagers_update)$coefficients
```

- Stealcnt IV
```{r}
summary(peer_iv_stealcnt_star_normal_in_tip_withmanagers_update)$coefficients
```

- Stealamt OLS
```{r}
summary(peer_ols_stealamt_star_normal_in_tip_withmanagers_update)$coefficients
```


- Stealamt IV
```{r}
summary(peer_iv_stealamt_star_normal_in_tip_withmanagers_update)$coefficients
```


### Star Vs Normal in Stealcnt

- Tipping OLS
```{r}
summary(peer_ols_AvgTip_star_normal_in_stealcnt_withmanagers_update)$coefficients
```

- Tipping IV
```{r}
summary(peer_iv_AvgTip_star_normal_in_stealcnt_withmanagers_update)$coefficients
```

- Stealcnt OLS
```{r}
summary(peer_ols_stealcnt_star_normal_in_stealcnt_withmanagers_update)$coefficients
```

- Stealcnt IV
```{r}
summary(peer_iv_stealcnt_star_normal_in_stealcnt_withmanagers_update)$coefficients
```

- Stealamt OLS
```{r}
summary(peer_ols_stealamt_star_normal_in_stealcnt_withmanagers_update)$coefficients
```

- Stealamt IV
```{r}
summary(peer_iv_stealamt_star_normal_in_stealcnt_withmanagers_update)$coefficients
```


## The effect of restaurant guard on peer effect

### Overall effect of restaurant guard

- Tipping OLS Before Guard

```{r}
summary(peer_ols_effect_AvgTip_lag_withmanager_update_beforeguard)$coefficients
```


- Tipping IV Before Guard

```{r}
summary(peer_iv_effect_AvgTip_lag_withmanager_update_beforeguard)$coefficients
```

- Tipping OLS After Guard
```{r}
summary(peer_ols_effect_AvgTip_lag_withmanager_update_afterguard)$coefficients
```

- Tipping IV After Guard

```{r}
summary(peer_iv_effect_AvgTip_lag_withmanager_update_afterguard)$coefficients
```
- Stealcnt OLS Before Guard

```{r}
summary(peer_ols_effect_stealcnt_lag_withmanager_update_beforeguard)$coefficients
```

- Stealcnt IV Before Guard

```{r}
summary(peer_iv_effect_stealcnt_lag_withmanager_update_beforeguard)$coefficients
```
- Stealcnt OLS After Guard

```{r}
summary(peer_ols_effect_stealcnt_lag_withmanager_update_afterguard)$coefficients
```

- Stealcnt IV After Guard

```{r}
summary(peer_iv_effect_stealcnt_lag_withmanager_update_afterguard)$coefficients
```

- Stealamt OLS Before Guard


```{r}
summary(peer_ols_effect_stealamt_lag_withmanager_update_beforeguard)$coefficients
```

- Stealamt IV Before Guard


```{r}
summary(peer_iv_effect_stealamt_lag_withmanager_update_beforeguard)$coefficients
```

- Stealamt OLS After Guard


```{r}
summary(peer_ols_effect_stealamt_lag_withmanager_update_afterguard)$coefficients
```

- Stealamt IV After Guard


```{r}
summary(peer_iv_effect_stealamt_lag_withmanager_update_afterguard)$coefficients
```



### Restaurant Guard * Star VS Normal in Tipping

- Tipping IV Before Guard

```{r}
summary(peer_iv_AvgTip_star_normal_in_tip_withmanagers_update_beforeguard)$coefficients
```



- Tipping IV After Guard

```{r}
summary(peer_iv_AvgTip_star_normal_in_tip_withmanagers_update_afterguard)$coefficients
```


- Stealcnt IV Before Guard

```{r}
summary(peer_iv_stealcnt_star_normal_in_tip_withmanagers_update_beforeguard)$coefficients
```



- Stealcnt IV After Guard

```{r}
summary(peer_iv_stealcnt_star_normal_in_tip_withmanagers_update_afterguard)$coefficients
```

- Stealamt IV Before Guard

```{r}
summary(peer_iv_stealamt_star_normal_in_tip_withmanagers_update_beforeguard)$coefficients
```



- Stealamt IV After Guard

```{r}
summary(peer_iv_stealamt_star_normal_in_tip_withmanagers_update_afterguard)$coefficients
```



### Restaurant Guard * Star VS Normal in Stealcnt

- Tipping IV Before Guard

```{r}
summary(peer_iv_AvgTip_star_normal_in_stealcnt_withmanagers_update_beforeguard)$coefficients
```



- Tipping IV After Guard

```{r}
summary(peer_iv_AvgTip_star_normal_in_stealcnt_withmanagers_update_afterguard)$coefficients
```


- Stealcnt IV Before Guard

```{r}
summary(peer_iv_stealcnt_star_normal_in_stealcnt_withmanagers_update_beforeguard)$coefficients
```



- Stealcnt IV After Guard

```{r}
summary(peer_iv_stealcnt_star_normal_in_stealcnt_withmanagers_update_afterguard)$coefficients
```

- Stealamt IV Before Guard

```{r}
summary(peer_iv_stealamt_star_normal_in_stealcnt_withmanagers_update_beforeguard)$coefficients
```



- Stealamt IV After Guard

```{r}
summary(peer_iv_stealamt_star_normal_in_stealcnt_withmanagers_update_afterguard)$coefficients
```




### Restaurant Guard * Connection Strength(Familarity)

- Tipping Before Guard
```{r}
summary(peer_iv_AvgTip_top_common_2weeks_withmanagers_beforeguard_update)$coefficients
```

- Tipping After Guard
```{r}
summary(peer_iv_AvgTip_top_common_2weeks_withmanagers_afterguard_update)$coefficients
```




- Stealcnt Before Guard
```{r}
summary(peer_iv_stealcnt_top_common_2weeks_withmanagers_beforeguard_update)$coefficients
```

- Stealcnt After Guard
```{r}
summary(peer_iv_stealcnt_top_common_2weeks_withmanagers_afterguard_update)$coefficients
```

- Stealamt Before Guard

```{r}
summary(peer_iv_stealamt_top_common_2weeks_withmanagers_beforeguard_update)$coefficients
```

- Stealamt After Guard
```{r}
summary(peer_iv_stealamt_top_common_2weeks_withmanagers_afterguard_update)$coefficients
```




## New Employee with shorter time interval

Use 1 month as time interval

# AvgTip

- Avg tip first month
```{r}
summary(peer_iv_effect_AvgTip_lag_withmanager_update_firstM)$coefficients
```

- Avg tip second month
```{r}
summary(peer_iv_effect_AvgTip_lag_withmanager_update_secondM)$coefficients
```

- Avg tip third month
```{r}
summary(peer_iv_effect_AvgTip_lag_withmanager_update_thirdM)$coefficients
```
- Avg tip fourth month
```{r}
summary(peer_iv_effect_AvgTip_lag_withmanager_update_fourthM)$coefficients
```
- Avg tip fifth month
```{r}
summary(peer_iv_effect_AvgTip_lag_withmanager_update_fifthM)$coefficients
```

- Avg tip sixth month
```{r}
summary(peer_iv_effect_AvgTip_lag_withmanager_update_sixthM)$coefficients
```



# Stealcnt

- stealcnt first month
```{r}
summary(peer_iv_effect_stealcnt_lag_withmanager_update_firstM)$coefficients
```

- stealcnt second month
```{r}
summary(peer_iv_effect_stealcnt_lag_withmanager_update_secondM)$coefficients
```

- stealcnt third month
```{r}
summary(peer_iv_effect_stealcnt_lag_withmanager_update_thirdM)$coefficients
```
- stealcnt fourth month

```{r}
summary(peer_iv_effect_stealcnt_lag_withmanager_update_fourthM)$coefficients
```
- stealcnt fifth month

```{r}
summary(peer_iv_effect_stealcnt_lag_withmanager_update_fifthM)$coefficients
```

- stealcnt sixth month

```{r}
summary(peer_iv_effect_stealcnt_lag_withmanager_update_sixthM)$coefficients
```


# Stealamt

- stealamt first month
```{r}
summary(peer_iv_effect_stealamt_lag_withmanager_update_firstM)$coefficients
```

- stealamt second month
```{r}
summary(peer_iv_effect_stealamt_lag_withmanager_update_secondM)$coefficients
```

- stealamt third month
```{r}
summary(peer_iv_effect_stealamt_lag_withmanager_update_thirdM)$coefficients
```

- stealamt fourth month
```{r}
summary(peer_iv_effect_stealamt_lag_withmanager_update_fourthM)$coefficients
```
- stealamt fifth month
```{r}
summary(peer_iv_effect_stealamt_lag_withmanager_update_fifthM)$coefficients
```

- stealamt sixth month
```{r}
summary(peer_iv_effect_stealamt_lag_withmanager_update_sixthM)$coefficients
```
## Additional Regression: drink/revenue/add-on items


- Revenue OLS

```{r}
summary(peer_ols_effect_AvgRev_lag_withmanager_update)$coefficients
```


- Revenue IV

```{r}
summary(peer_iv_effect_AvgRev_lag_withmanager_update)$coefficients
```


- Drink OLS

```{r}
summary(peer_ols_effect_DrxSl_lag_withmanager_update)$coefficients
```

- Drink IV
```{r}
summary(peer_iv_effect_DrxSl_lag_withmanager_update)$coefficients
```

- Add-on OLS

```{r}
summary(peer_ols_effect_AddSl_lag_withmanager_update)$coefficients
```

- Add-on IV

```{r}
summary(peer_iv_effect_AddSl_lag_withmanager_update)$coefficients
```

## Cross effect of Tipping on Stealing

- Effect of tippint+stealing on stealcnt
```{r}
summary(peer_iv_effect_stealcnt_lag_withmanager_update_withtip)$coefficients
```

- Effect of tippint+stealing on stealamt
```{r}
summary(peer_iv_effect_stealamt_lag_withmanager_update_withtip)$coefficients
```

- Effect of tipping+stealing on tipping

```{r}
summary(peer_iv_effect_AvgTip_lag_withmanager_update_withsteal)$coefficients
```

- Effect of drink sales+stealing on drink sales

```{r,warning=FALSE}
summary(peer_iv_effect_DrxSl_lag_withmanager_update_withsteal)$coefficients[c(2,3),]
```



- Effect of Addon sales+stealing on addon sales

```{r,warning=FALSE}
summary(peer_iv_effect_AddSl_lag_withmanager_update_withsteal)$coefficients[c(2,3),]
```

Peer Effect in Tipping/Stealing

Model

Average Peer Effect

Peer Effect Based on Connection Strength(Familiarity)

Peer Effect of new Employees(redo OLS)

Test Collusion Theory: Peer Effect with/without new employee in the first 60 days

Tipping

Stealcnt

New employee of first 60 days

New Employee of first 30 days

New employee of first 90 days

Stealamt

New employee of first 60 days

Employee of first 30 days

New Employee of first 90 days

Peer Effect Based on Performance Star VS Normal

Star VS Normal in Tipping

Star Vs Normal in Stealcnt

The effect of restaurant guard on peer effect

Overall effect of restaurant guard

Restaurant Guard * Star VS Normal in Tipping

Restaurant Guard * Star VS Normal in Stealcnt

Restaurant Guard * Connection Strength(Familarity)

New Employee with shorter time interval

AvgTip

Stealcnt

Stealamt

Additional Regression: drink/revenue/add-on items

Cross effect of Tipping on Stealing