Duration Checks

Published

July 22, 2025

Abstract

Checks seeing how different enumerators perform on duration and “Yes / No” questions that could affect the length of surveys

Code
```{r}
#| warning: false
full_data <- read_dta(file.path(MAIN_GEN_PATH, "data_quality/data_collection-hh_id-period.dta")) %>%
    mutate(
        first_date = min(subdate),
        is_first = ifelse(subdate == first_date, 1, 0),
        duration_category = case_when(
            duration < 80 ~ "Fast (< 80mins)",
            duration > 120 ~ "Slow (> 120mins)",
            TRUE ~ "Medium"
        ),
        enum_id = as.factor(enum_id),
    ) %>%
    select(-first_date) 
   
enum_duration <- full_data %>%
    ungroup() %>%
    group_by(enum_id) %>%
    summarize(Mean = mean(duration), SD = sd(duration), Surveys = n())

community_duration <- full_data %>%
    ungroup() %>%
    group_by(community_id) %>%
    summarize(Mean = mean(duration), SD = sd(duration), Surveys = n(), HHSize = mean(hh_size, na.rm = TRUE))
```

Enumerator Regression Tests

The regressions below test whether the enumerators are significantly different from each other in terms of the number of items consumed, savings places, livestock owned, and loans taken.

Code
```{r}
fast_slow_data <- full_data %>%
    mutate(
        slow = ifelse(duration_category == "Slow (> 120mins)", 1, 0),
        fast = ifelse(duration_category == "Fast (< 80mins)", 1, 0),
        medium = ifelse(duration_category == "Medium", 1, 0),
        median_duration = median(duration, na.rm = TRUE),
        below_median = ifelse(duration < median_duration, 1, 0)
    )
```
Code
```{r}
#| output: asis
m0 <- lm(duration ~ enum_id + community_id + is_first, data = fast_slow_data)
m1 <- lm(consumed_items ~ enum_id + community_id + is_first, data = fast_slow_data)
m2 <- lm(data_collection_score ~ enum_id + community_id + is_first, data = fast_slow_data)
m3 <- lm(savings_places ~ enum_id + community_id + is_first, data = fast_slow_data)
m4 <- lm(ls_owned ~ enum_id + community_id + is_first, data = fast_slow_data)
m5 <- lm(loans_taken ~ enum_id + community_id + is_first, data = fast_slow_data)
m6 <- lm(hh_size ~ enum_id + community_id + is_first, data = fast_slow_data, na.action = na.omit)

all_coeffs <- m0$coefficients
all_names <- names(all_coeffs)
com_vars_indices <- grepl("^com", all_names) # TRUE for com.. variables
com_vars_names <- all_names[com_vars_indices]
other_vars_names <- all_names[!com_vars_indices]
other_coeffs_to_sort <- all_coeffs[other_vars_names]
# Replace the enum_id prefix with e:
sorted_other_vars_names <- names(sort(other_coeffs_to_sort, decreasing = FALSE))

order <- c(sorted_other_vars_names, com_vars_names)

stargazer(m0, m2, m6, m1, m3, m4, m5,
    type = "html", title = "Enumerator Test",
    dep.var.labels = c("Duration", "Data Collection Score", "HH Size", "No. consumed", "No. savings", "No. animals", "No. loans"),
    omit.stat = c("f", "ser", "adj.rsq"),
    order = order
)
```
Enumerator Test
Dependent variable:
Duration Data Collection Score HH Size No. consumed No. savings No. animals No. loans
(1) (2) (3) (4) (5) (6) (7)
enum_id240299323 -18.645*** -0.661 1.330 -2.073** -0.110 -0.098
(5.516) (0.574) (1.314) (0.922) (0.206) (0.157)
enum_id240224469 -6.380 -2.334*** -0.503 7.899*** -6.301*** 0.469** -0.072
(5.153) (0.312) (0.536) (1.227) (0.862) (0.193) (0.147)
enum_id240287553 1.867 -1.588*** -0.627 6.808*** -8.130*** 0.419** 0.622***
(5.325) (0.322) (0.554) (1.268) (0.890) (0.199) (0.152)
enum_id221200217 4.625 -0.622* 2.514*** -4.201*** 0.198 -0.125
(3.545) (0.369) (0.844) (0.593) (0.132) (0.101)
enum_id230100339 6.608* -0.335 3.448*** -4.885*** 0.157 0.009
(3.814) (0.397) (0.908) (0.638) (0.143) (0.109)
enum_id221200238 6.672* -0.201 3.178*** -1.003 0.079 0.025
(3.764) (0.392) (0.896) (0.629) (0.141) (0.107)
enum_id221200280 7.690** -0.202 2.591*** -6.728*** 0.109 -0.151
(3.711) (0.386) (0.884) (0.620) (0.139) (0.106)
enum_id221200223 8.103** -0.248 3.038*** -4.334*** 0.197 0.108
(3.967) (0.413) (0.945) (0.663) (0.148) (0.113)
enum_id230301359 8.701** -0.360 2.649*** -8.397*** 0.177 0.063
(3.979) (0.414) (0.948) (0.665) (0.149) (0.114)
enum_id250273684 9.236*** -0.201 0.088 4.753*** -6.040*** 0.602*** -0.046
(3.334) (0.899) (0.347) (0.794) (0.557) (0.125) (0.095)
enum_id241265651 10.855*** -1.355*** -0.054 5.258*** -6.097*** 0.702*** 0.075
(3.389) (0.342) (0.353) (0.807) (0.567) (0.127) (0.097)
enum_id221200116 10.951*** -0.297 2.416*** -5.258*** 0.112 -0.102
(3.734) (0.389) (0.889) (0.624) (0.140) (0.107)
enum_id230100433 12.448*** -0.200 2.709*** -6.660*** 0.172 -0.093
(3.718) (0.387) (0.885) (0.622) (0.139) (0.106)
enum_id230301312 13.081*** -0.026 2.946*** -2.087*** 0.111 0.387***
(3.849) (0.401) (0.916) (0.644) (0.144) (0.110)
enum_id230200441 15.288*** -0.692 -0.561 5.809*** -4.163*** 0.832*** 0.040
(3.614) (0.909) (0.376) (0.861) (0.604) (0.135) (0.103)
enum_id240276420 15.856*** -2.093*** -0.389 4.777*** -5.988*** 0.559*** 0.057
(3.366) (0.425) (0.350) (0.801) (0.563) (0.126) (0.096)
enum_id240391947 16.210*** -0.954 -0.233 5.905*** -6.737*** 0.855*** -0.066
(3.534) (0.893) (0.368) (0.842) (0.591) (0.132) (0.101)
enum_id250231789 16.818*** -0.333 -0.643 6.439*** -1.505* 0.348* 0.273*
(5.162) (0.307) (0.537) (1.229) (0.863) (0.193) (0.147)
enum_id250297944 17.783*** -1.257 -0.229 5.677*** -4.539*** 0.646*** 0.050
(3.416) (0.915) (0.356) (0.813) (0.571) (0.128) (0.098)
enum_id240223243 20.479*** -1.767*** -0.464 4.833*** -7.741*** 0.690*** 0.058
(3.719) (0.375) (0.387) (0.886) (0.622) (0.139) (0.106)
enum_id241271689 21.459*** -1.302 -0.282 6.202*** -6.135*** 0.754*** 0.182*
(3.722) (0.915) (0.387) (0.886) (0.622) (0.139) (0.106)
enum_id221200064 21.459*** -0.289 5.644*** -6.068*** 0.636*** 0.231**
(3.478) (0.362) (0.828) (0.581) (0.130) (0.099)
enum_id221200182 23.303*** -2.340*** -0.513 4.714*** -7.678*** 0.798*** -0.183
(4.364) (0.308) (0.454) (1.039) (0.730) (0.163) (0.125)
enum_id241246151 24.013** -2.187*** -1.647 10.022*** -9.578*** 1.636*** 0.726**
(11.802) (0.492) (1.228) (2.810) (1.973) (0.441) (0.337)
enum_id240233502 24.559*** -0.663 -0.476 5.874*** -5.657*** 0.764*** -0.013
(3.521) (0.460) (0.367) (0.839) (0.589) (0.132) (0.101)
enum_id221200170 25.087*** -0.361 3.529*** -1.438** 0.285* 0.156
(4.058) (0.422) (0.966) (0.678) (0.152) (0.116)
enum_id230300531 25.232*** -1.223*** -0.253 5.362*** -6.552*** 0.612*** -0.130
(3.456) (0.319) (0.360) (0.823) (0.578) (0.129) (0.099)
enum_id240380260 26.535*** -1.154 -0.395 6.813*** -8.896*** 0.980*** -0.022
(4.257) (0.861) (0.443) (1.014) (0.712) (0.159) (0.122)
enum_id221200093 27.220*** -0.606 -0.466 6.738*** -5.306*** 0.698*** -0.156
(3.530) (0.980) (0.367) (0.841) (0.590) (0.132) (0.101)
enum_id230100407 28.135*** -1.500*** -0.538 4.635*** -6.991*** 0.520*** 0.039
(3.419) (0.445) (0.356) (0.814) (0.572) (0.128) (0.098)
enum_id230301740 28.665*** -2.106*** -0.195 13.966*** -11.620*** 2.109*** 0.051
(4.877) (0.376) (0.508) (1.161) (0.815) (0.182) (0.139)
enum_id230854474 32.082*** -0.607 0.214 6.377*** -6.646*** 0.340** 0.082
(3.875) (0.401) (0.403) (0.923) (0.648) (0.145) (0.111)
enum_id240992649 34.395*** -0.792 0.042 7.548*** -2.190*** 0.648*** 0.152
(3.485) (0.506) (0.363) (0.830) (0.583) (0.130) (0.099)
enum_id250238373 34.564*** -1.207*** -0.071 13.489*** -8.825*** 1.888*** 1.238***
(6.028) (0.310) (0.627) (1.436) (1.008) (0.225) (0.172)
enum_id240951002 34.633*** 0.496** 0.033 7.949*** -3.693*** 0.471*** 0.392***
(3.561) (0.212) (0.371) (0.848) (0.595) (0.133) (0.102)
enum_id230300493 35.838*** -0.896* -0.226 4.736*** -6.980*** 0.784*** 0.107
(3.504) (0.499) (0.365) (0.834) (0.586) (0.131) (0.100)
enum_id221200102 35.949*** -1.392*** 0.058 8.818*** -5.861*** 0.634*** -0.041
(4.245) (0.342) (0.442) (1.011) (0.710) (0.159) (0.121)
enum_id250223710 36.997*** -1.000*** -0.546 4.492*** -3.815*** 0.635*** 0.101
(3.551) (0.377) (0.370) (0.846) (0.594) (0.133) (0.101)
enum_id230301549 39.877*** -2.131*** 0.244 11.940*** -12.007*** 1.847*** 0.062
(4.744) (0.334) (0.494) (1.130) (0.793) (0.177) (0.135)
enum_id241225186 43.039*** 1.757 5.210* 4.837** -0.101 -0.122
(13.024) (1.356) (3.101) (2.178) (0.487) (0.372)
enum_id221200115 43.490*** -1.643*** -0.735 18.650*** -11.571*** 2.247*** 0.248
(6.064) (0.347) (0.631) (1.444) (1.014) (0.227) (0.173)
enum_id240811327 46.761*** -2.081*** -0.765 15.413*** -13.074*** 1.882*** 0.052
(6.489) (0.355) (0.675) (1.545) (1.085) (0.243) (0.185)
enum_id240274903 50.729*** -1.618*** -0.320 15.210*** -10.838*** 1.472*** 0.001
(4.661) (0.304) (0.485) (1.110) (0.779) (0.174) (0.133)
is_first 53.140*** 0.300*** 0.052 5.598*** -2.370*** -1.023*** 0.135**
(2.226) (0.079) (0.232) (0.530) (0.372) (0.083) (0.064)
enum_id240317188 55.562*** -0.903 -0.483 13.972*** -9.118*** 2.303*** 0.437***
(5.507) (0.999) (0.573) (1.311) (0.921) (0.206) (0.157)
enum_id240341380 56.801*** -1.361*** 0.038 14.551*** -10.152*** 2.257*** 0.206
(5.193) (0.321) (0.541) (1.237) (0.868) (0.194) (0.148)
enum_id250220637 59.454*** -1.543*** -0.518 13.315*** -9.452*** 2.372*** -0.037
(4.752) (0.501) (0.495) (1.132) (0.795) (0.178) (0.136)
enum_id240255036 61.277*** -1.250** -0.254 13.510*** -9.565*** 2.695*** 0.209
(4.811) (0.499) (0.501) (1.146) (0.804) (0.180) (0.137)
enum_id230300918 64.703*** -0.551 -0.351 16.116*** -7.967*** 2.251*** 0.701***
(5.283) (0.352) (0.550) (1.258) (0.883) (0.197) (0.151)
enum_id250246600 64.930*** -0.976*** -0.253 15.449*** -11.806*** 1.550*** -0.092
(4.900) (0.197) (0.510) (1.167) (0.819) (0.183) (0.140)
enum_id241210445 66.586*** -1.616*** 0.052 13.380*** -11.743*** 2.432*** 0.379***
(5.039) (0.457) (0.524) (1.200) (0.843) (0.188) (0.144)
enum_id250255221 67.111*** -1.419*** -0.337 12.612*** -10.071*** 2.079*** -0.031
(5.351) (0.509) (0.557) (1.274) (0.895) (0.200) (0.153)
enum_id241261119 67.151*** -1.407*** 0.029 19.685*** -11.932*** 1.999*** -0.191
(5.171) (0.305) (0.538) (1.231) (0.865) (0.193) (0.148)
enum_id230100365 67.727*** -2.372*** -1.318** 8.417*** -12.405*** 2.075*** -0.136
(5.265) (0.448) (0.548) (1.254) (0.880) (0.197) (0.150)
enum_id230100347 69.191*** 0.171 -0.095 16.271*** -8.403*** 1.794*** 0.651***
(5.659) (0.267) (0.589) (1.348) (0.946) (0.211) (0.162)
enum_id240231124 78.096*** -1.083*** -0.310 12.450*** -8.692*** 1.539*** 0.109
(4.752) (0.301) (0.495) (1.132) (0.795) (0.178) (0.136)
enum_id230302051 80.208*** -0.314 -0.599 20.484*** -11.126*** 1.578*** 0.099
(5.114) (0.221) (0.532) (1.218) (0.855) (0.191) (0.146)
enum_id240345961 81.257*** -0.467 -0.157 17.928*** -10.087*** 1.804*** 0.526***
(4.848) (0.303) (0.505) (1.155) (0.811) (0.181) (0.138)
enum_id240244305 82.862*** -0.717 0.276 11.719*** -9.047*** 2.387*** 0.125
(5.032) (0.960) (0.524) (1.198) (0.841) (0.188) (0.144)
enum_id230100402 83.362*** -1.013*** -0.430 17.687*** -11.313*** 2.071*** 0.513***
(4.797) (0.303) (0.499) (1.142) (0.802) (0.179) (0.137)
enum_id241287675 87.761*** -0.922 0.505 14.780*** -11.076*** 2.596*** 0.212
(6.064) (1.008) (0.631) (1.444) (1.014) (0.227) (0.173)
enum_id230301337 90.220*** -1.453*** -0.036 12.252*** -10.791*** 2.001*** 0.009
(4.962) (0.461) (0.516) (1.181) (0.830) (0.185) (0.142)
enum_id240857178 92.523*** -1.109** -0.628 15.402*** -10.274*** 2.423*** 0.147
(4.895) (0.467) (0.509) (1.166) (0.818) (0.183) (0.140)
enum_id250275032 93.471*** 0.020 -1.099** 17.367*** -9.837*** 2.027*** 0.561***
(5.049) (0.225) (0.526) (1.202) (0.844) (0.189) (0.144)
enum_id230302095 94.896*** 0.331 -0.109 19.316*** -8.174*** 2.090*** 0.410***
(4.868) (0.220) (0.507) (1.159) (0.814) (0.182) (0.139)
enum_id240267348 100.660*** -0.160 -0.723 22.243*** -10.076*** 2.352*** 0.621***
(5.248) (0.980) (0.546) (1.250) (0.877) (0.196) (0.150)
enum_id230100372 105.623*** -0.789** -0.429 17.921*** -9.419*** 2.111*** 0.079
(5.179) (0.329) (0.539) (1.233) (0.866) (0.194) (0.148)
enum_id240241140 118.543*** 1.212*** -1.059** 19.141*** -7.852*** 1.889*** 1.577***
(5.150) (0.234) (0.536) (1.226) (0.861) (0.192) (0.147)
community_id10 5.658 -0.525 -2.925*** 0.020 -2.132** -0.070 -0.039
(5.763) (0.330) (0.600) (1.372) (0.964) (0.215) (0.165)
community_id100 7.298 0.486 -1.862*** -2.849** -2.633*** -0.081 -0.102
(4.758) (0.450) (0.495) (1.133) (0.795) (0.178) (0.136)
community_id101 9.589* 0.178 -1.825*** -1.489 0.058 0.064 -0.223
(5.052) (0.438) (0.526) (1.203) (0.845) (0.189) (0.144)
community_id102 14.267*** 0.157 -2.561*** -2.444* -2.349*** 0.017 -0.222
(5.353) (0.278) (0.557) (1.275) (0.895) (0.200) (0.153)
community_id103 -7.587 -0.182 -1.321** -4.703*** -1.482 -0.348* -0.384**
(5.486) (0.441) (0.571) (1.306) (0.917) (0.205) (0.157)
community_id104 17.174*** 0.391 -2.511*** 0.355 -1.510* 0.658*** -0.408***
(4.847) (0.400) (0.505) (1.154) (0.810) (0.181) (0.138)
community_id105 6.381 0.062 -0.287 -3.014** 0.562 -0.154 -0.379**
(5.594) (0.484) (0.582) (1.332) (0.935) (0.209) (0.160)
community_id106 -4.422 0.216 -0.181 -4.277*** -1.126 -0.045 -0.244
(5.597) (0.425) (0.583) (1.333) (0.936) (0.209) (0.160)
community_id107 17.671*** 0.916*** -0.565 1.377 -0.078 0.208 -0.227*
(4.710) (0.308) (0.490) (1.122) (0.788) (0.176) (0.134)
community_id108 19.546*** 0.265 1.386** 0.615 -1.295 0.563** -0.035
(5.905) (0.399) (0.615) (1.406) (0.987) (0.221) (0.169)
community_id109 3.786 0.540 -1.693*** -1.807 0.155 0.081 -0.114
(5.194) (0.426) (0.541) (1.237) (0.869) (0.194) (0.148)
community_id11 12.322** -0.709** -1.939*** -1.881 -1.223 0.173 -0.180
(5.382) (0.322) (0.560) (1.282) (0.900) (0.201) (0.154)
community_id110 0.405 -0.184 -1.927*** -2.765** -2.951*** 0.067 -0.368***
(4.593) (0.448) (0.478) (1.094) (0.768) (0.172) (0.131)
community_id111 18.152*** 0.069 -2.089*** -0.787 0.205 0.120 -0.487***
(5.158) (0.462) (0.537) (1.228) (0.862) (0.193) (0.147)
community_id112 9.560** 0.091 -1.987*** -0.765 -2.144*** 0.479*** -0.087
(4.617) (0.284) (0.481) (1.099) (0.772) (0.173) (0.132)
community_id113 11.567** 0.145 -2.279*** -0.641 -3.097*** 0.201 -0.171
(4.715) (0.289) (0.491) (1.123) (0.788) (0.176) (0.135)
community_id114 18.253*** 0.101 -1.922*** -0.953 -1.880** 0.151 -0.266*
(4.894) (0.306) (0.509) (1.165) (0.818) (0.183) (0.140)
community_id115 -3.302 0.239 -2.094*** -4.168*** -0.113 -0.181 -0.271**
(4.574) (0.390) (0.476) (1.089) (0.765) (0.171) (0.131)
community_id116 7.358* 0.350 -2.880*** -3.778*** -0.998 -0.164 -0.359***
(4.219) (0.429) (0.439) (1.005) (0.705) (0.158) (0.120)
community_id117 13.482*** 0.166 -2.059*** -1.544 -0.230 -0.146 -0.317***
(4.254) (0.380) (0.443) (1.013) (0.711) (0.159) (0.121)
community_id118 9.822** -0.150 -1.572*** -2.882*** -1.065 0.036 -0.230*
(4.361) (0.268) (0.454) (1.038) (0.729) (0.163) (0.124)
community_id119 6.014 -0.451 -1.994*** -1.413 -1.662* 0.263 -0.257*
(5.154) (0.948) (0.536) (1.227) (0.862) (0.193) (0.147)
community_id12 6.126 -0.629*** -2.143*** -2.602*** -2.235*** -0.211 0.209*
(4.052) (0.229) (0.422) (0.965) (0.678) (0.151) (0.116)
community_id13 10.275** -0.994*** -1.239** -2.753** -1.230 -0.112 0.104
(4.821) (0.260) (0.502) (1.148) (0.806) (0.180) (0.138)
community_id14 2.706 -0.191 -0.729 -2.277** 1.199 -0.140 -0.160
(4.859) (0.285) (0.506) (1.157) (0.812) (0.182) (0.139)
community_id15 7.971* -0.772*** -1.854*** 0.136 -1.558** -0.069 -0.207*
(4.368) (0.262) (0.455) (1.040) (0.730) (0.163) (0.125)
community_id16 10.345** -0.474** -1.208*** -2.442** 0.162 -0.171 0.051
(4.451) (0.236) (0.463) (1.060) (0.744) (0.166) (0.127)
community_id17 17.453*** -0.711*** -1.967*** -2.285** -1.759** -0.201 0.053
(4.468) (0.266) (0.465) (1.064) (0.747) (0.167) (0.128)
community_id18 4.859 -0.200 -3.520*** -3.353** -3.577*** -0.379* -0.425**
(6.028) (0.340) (0.627) (1.435) (1.008) (0.225) (0.172)
community_id19 15.166*** -0.185 -1.162** 1.440 -0.358 0.405** -0.268*
(4.992) (0.876) (0.520) (1.189) (0.835) (0.187) (0.143)
community_id2 12.971*** -0.375 -1.912*** -2.286** 0.123 -0.097 -0.185
(4.885) (0.262) (0.508) (1.163) (0.817) (0.183) (0.139)
community_id20 16.054*** -0.412 -2.145*** 0.290 -1.368 0.346* -0.223
(5.577) (0.897) (0.581) (1.328) (0.933) (0.208) (0.159)
community_id21 8.364 0.104 -2.941*** -1.528 -2.444** 0.327 -0.293*
(5.860) (0.324) (0.610) (1.395) (0.980) (0.219) (0.167)
community_id22 -0.363 -0.593 -1.541*** -2.498* -1.418 0.253 -0.216
(5.728) (0.889) (0.596) (1.364) (0.958) (0.214) (0.164)
community_id23 4.798 -0.602 -1.128* -2.901* -0.185 0.325 -0.161
(6.347) (0.869) (0.661) (1.511) (1.061) (0.237) (0.181)
community_id24 7.519 -0.136 -2.054*** -2.187* -1.893** -0.079 -0.348**
(5.037) (0.253) (0.524) (1.200) (0.842) (0.188) (0.144)
community_id25 16.992*** -0.137 -2.745*** -0.294 -4.104*** 0.367 -0.106
(6.511) (0.918) (0.678) (1.550) (1.089) (0.243) (0.186)
community_id26 17.428*** -0.261 -1.505*** -0.967 -2.261** 0.442** -0.124
(5.369) (0.885) (0.559) (1.278) (0.898) (0.201) (0.153)
community_id27 18.151*** -0.517 -1.459** -1.717 -3.122*** 0.541** -0.477**
(6.533) (0.904) (0.680) (1.556) (1.092) (0.244) (0.186)
community_id28 11.930** 0.071 -1.783*** -4.699*** -2.379*** -0.179 -0.164
(4.745) (0.260) (0.494) (1.130) (0.793) (0.177) (0.135)
community_id29 6.502 0.196 -2.787*** -1.512 -1.613 0.859*** -0.350**
(6.098) (0.912) (0.635) (1.452) (1.020) (0.228) (0.174)
community_id3 47.554*** -1.335*** -3.339*** 1.311 -5.682*** 0.185 -0.578***
(7.258) (0.359) (0.755) (1.728) (1.214) (0.271) (0.207)
community_id30 0.802 -0.221 -0.464 -2.485* -0.717 0.006 -0.423***
(5.641) (0.984) (0.587) (1.343) (0.943) (0.211) (0.161)
community_id31 30.577*** -0.624 -2.068** -4.139** -2.578* 0.352 -0.310
(8.041) (0.950) (0.837) (1.915) (1.344) (0.301) (0.230)
community_id33 6.501 -0.387 -2.299*** -2.229 -1.518 -0.248 -0.418**
(5.778) (0.988) (0.601) (1.376) (0.966) (0.216) (0.165)
community_id34 5.965 -0.224 -2.515*** -2.253* -1.812** 0.015 -0.413***
(5.169) (0.970) (0.538) (1.231) (0.864) (0.193) (0.148)
community_id35 8.516 -0.117 -1.744*** -5.165*** -1.630* -0.666*** -0.192
(5.858) (0.958) (0.610) (1.395) (0.980) (0.219) (0.167)
community_id36 13.576** -0.578 -1.376** -1.005 -1.559* 0.332* -0.263*
(5.332) (0.861) (0.555) (1.270) (0.892) (0.199) (0.152)
community_id37 21.378*** -0.344 -2.097*** 0.566 -2.459*** 0.251 -0.362***
(4.819) (0.883) (0.502) (1.148) (0.806) (0.180) (0.138)
community_id38 -2.813 -0.220 -2.126*** -3.817*** -0.648 -0.486** -0.346**
(5.505) (0.973) (0.573) (1.311) (0.920) (0.206) (0.157)
community_id39 28.765*** 0.111 -2.513*** 1.642 -3.544*** 0.695*** -0.234
(5.966) (0.353) (0.621) (1.421) (0.998) (0.223) (0.170)
community_id4 1.133 0.012 -1.120* -2.180 0.587 -0.071 0.693***
(6.025) (0.312) (0.627) (1.435) (1.007) (0.225) (0.172)
community_id40 13.638*** 0.084 -2.295*** -4.060*** -1.831** -0.020 -0.428***
(5.057) (0.271) (0.526) (1.204) (0.846) (0.189) (0.144)
community_id41 1.929 -0.474 -1.978*** -1.873 -1.969* -0.365 -0.324*
(6.063) (0.981) (0.631) (1.444) (1.014) (0.227) (0.173)
community_id42 -0.045 -0.329 -1.764*** -2.487** -1.363 -0.035 -0.409***
(5.168) (0.945) (0.538) (1.231) (0.864) (0.193) (0.148)
community_id43 11.097** -0.888 -1.965*** -1.227 -2.915*** 0.301 -0.235
(5.121) (0.895) (0.533) (1.220) (0.856) (0.191) (0.146)
community_id44 15.001*** 0.218 -0.967* -0.110 -0.075 -0.060 -0.247*
(5.076) (0.977) (0.528) (1.209) (0.849) (0.190) (0.145)
community_id45 6.509 -0.497 -1.324*** -1.649 -2.283*** 0.135 -0.277**
(4.625) (0.940) (0.481) (1.101) (0.773) (0.173) (0.132)
community_id46 7.843 -0.664 -2.245*** -2.218* -2.342*** 0.285 -0.344**
(5.256) (0.903) (0.547) (1.251) (0.879) (0.196) (0.150)
community_id47 4.915 0.043 -1.578*** -2.457* -0.842 -0.260 -0.425***
(5.269) (0.965) (0.548) (1.255) (0.881) (0.197) (0.150)
community_id49 11.845** -0.366 -2.056*** -0.200 -1.074 0.560*** -0.234
(5.246) (0.877) (0.546) (1.249) (0.877) (0.196) (0.150)
community_id5 5.795 -0.781** -0.969 -2.680** -0.087 -0.067 -0.307*
(5.710) (0.317) (0.594) (1.360) (0.955) (0.213) (0.163)
community_id50 7.451 0.212 -1.424*** -2.311** -1.198 -0.250 -0.172
(4.729) (0.237) (0.492) (1.126) (0.791) (0.177) (0.135)
community_id51 18.789*** 0.566** -1.974*** -0.138 -1.286 -0.064 -0.312**
(5.100) (0.249) (0.531) (1.214) (0.853) (0.191) (0.146)
community_id52 19.636*** 0.146 -1.920*** -2.510** -0.870 0.219 -0.426***
(5.015) (0.300) (0.522) (1.194) (0.839) (0.187) (0.143)
community_id53 18.569*** -0.274 -2.785*** 1.125 -4.138*** 0.440** -0.238*
(4.677) (0.874) (0.487) (1.114) (0.782) (0.175) (0.134)
community_id54 15.185*** -0.447 -1.674*** -0.973 -1.824** 0.170 -0.204*
(4.295) (0.848) (0.447) (1.023) (0.718) (0.161) (0.123)
community_id55 9.916** 0.465** -1.611*** -1.710 -0.499 0.038 -0.248*
(4.456) (0.216) (0.464) (1.061) (0.745) (0.167) (0.127)
community_id56 11.030** -0.326 -2.383*** 0.905 -1.832** 0.567*** -0.209
(5.362) (0.878) (0.558) (1.277) (0.897) (0.200) (0.153)
community_id57 18.333*** -2.450*** -0.505 -3.161*** -0.023 -0.300**
(4.466) (0.465) (1.064) (0.747) (0.167) (0.127)
community_id58 15.719** 0.693** -1.639** -5.884*** 1.059 0.119 -0.285
(6.979) (0.330) (0.726) (1.662) (1.167) (0.261) (0.199)
community_id59 19.111*** -0.269 -1.988*** -5.194*** -3.334*** 0.240 -0.393**
(6.449) (0.251) (0.671) (1.536) (1.078) (0.241) (0.184)
community_id6 3.766 -1.048*** -1.520*** -3.159*** -1.752** -0.059 -0.351***
(4.506) (0.256) (0.469) (1.073) (0.753) (0.168) (0.129)
community_id60 2.515 -0.305 -2.999*** -4.389*** -1.422 -0.348* -0.140
(5.241) (0.241) (0.545) (1.248) (0.876) (0.196) (0.150)
community_id61 8.160 0.129 -3.594*** -4.329*** -1.089 -0.432** -0.339**
(5.442) (0.254) (0.566) (1.296) (0.910) (0.203) (0.155)
community_id62 10.700* 0.326 -1.880*** -7.232*** -0.320 -0.083 -0.428**
(6.253) (0.274) (0.651) (1.489) (1.045) (0.234) (0.178)
community_id63 -0.746 0.037 -2.509*** -3.244** -0.832 -0.148 -0.132
(5.630) (0.248) (0.586) (1.341) (0.941) (0.210) (0.161)
community_id64 6.392 -0.054 -2.852*** -1.490 -1.684** 0.074 -0.165
(4.894) (0.213) (0.509) (1.166) (0.818) (0.183) (0.140)
community_id65 0.921 -0.019 -2.432*** -2.072* -1.531* -0.167 -0.309**
(5.240) (0.243) (0.545) (1.248) (0.876) (0.196) (0.150)
community_id66 24.974*** 0.230 -1.584** -4.940*** -0.896 0.110 -0.168
(6.849) (0.313) (0.713) (1.631) (1.145) (0.256) (0.196)
community_id68 1.492 0.467** -1.523*** -2.550** 0.785 -0.394** -0.304**
(4.982) (0.226) (0.519) (1.186) (0.833) (0.186) (0.142)
community_id69 14.728** 0.482 -3.739*** -4.830*** -0.999 0.261 -0.236
(7.469) (0.355) (0.777) (1.779) (1.249) (0.279) (0.213)
community_id7 6.889 -0.695** -2.063*** -1.308 -2.613*** 0.101 -0.021
(5.466) (0.310) (0.569) (1.302) (0.914) (0.204) (0.156)
community_id70 19.866*** 0.518** -1.399** -2.940** -1.408 0.236 -0.273
(6.268) (0.249) (0.652) (1.493) (1.048) (0.234) (0.179)
community_id71 25.028*** -0.012 -2.992*** -2.454* -3.857*** 0.553** -0.337**
(5.936) (0.196) (0.618) (1.413) (0.992) (0.222) (0.169)
community_id72 35.269*** 0.011 -2.782*** -1.025 -4.596*** 0.709*** 0.075
(6.297) (0.226) (0.655) (1.500) (1.053) (0.235) (0.180)
community_id73 36.483*** -0.045 -1.490** -2.819* -0.504 -0.037 -0.131
(6.627) (0.264) (0.690) (1.578) (1.108) (0.248) (0.189)
community_id74 23.683*** 0.444 -2.401*** -3.814** -2.317** 0.046 -0.257
(6.280) (0.270) (0.654) (1.495) (1.050) (0.235) (0.179)
community_id75 27.659*** 0.547** -2.399*** -3.947*** -0.921 0.138 -0.020
(6.368) (0.256) (0.663) (1.516) (1.065) (0.238) (0.182)
community_id76 15.362** -0.113 -0.902 -5.837*** 0.366 -0.202 -0.284*
(6.023) (0.243) (0.627) (1.434) (1.007) (0.225) (0.172)
community_id77 20.795*** 0.383* -1.651*** -2.547* -0.859 0.295 -0.233
(5.954) (0.202) (0.620) (1.418) (0.996) (0.223) (0.170)
community_id78 13.936** -0.082 -1.714*** -5.108*** -1.072 -0.016 -0.085
(5.595) (0.216) (0.582) (1.332) (0.935) (0.209) (0.160)
community_id79 12.648** 0.041 -0.066 -6.521*** -0.472 0.087 -0.225
(5.990) (0.222) (0.624) (1.426) (1.002) (0.224) (0.171)
community_id8 0.889 -0.779*** -1.208*** -4.128*** -2.109*** -0.208 0.217*
(4.090) (0.225) (0.426) (0.974) (0.684) (0.153) (0.117)
community_id80 -3.971 -0.128 -2.502*** -6.112*** -0.337 -0.331* -0.205
(4.552) (0.169) (0.474) (1.084) (0.761) (0.170) (0.130)
community_id81 -2.394 0.110 -3.419*** -2.263** -0.833 -0.305* -0.099
(4.439) (0.186) (0.462) (1.057) (0.742) (0.166) (0.127)
community_id82 7.272* -2.152*** -2.675*** -0.762 -0.206 -0.133
(4.172) (0.434) (0.994) (0.698) (0.156) (0.119)
community_id83 14.704*** -1.389*** -1.581 -0.838 0.156 -0.071
(4.540) (0.473) (1.081) (0.759) (0.170) (0.130)
community_id84 -6.927 -0.352 -2.478*** -3.634** -1.572 -0.124 -0.274
(6.317) (0.377) (0.658) (1.504) (1.056) (0.236) (0.180)
community_id85 10.906** 0.653 -0.230 -2.520** 0.531 0.001 -0.365***
(4.482) (0.447) (0.467) (1.067) (0.749) (0.167) (0.128)
community_id86 2.356 0.369 -1.496** -2.454* 0.364 0.056 -0.151
(6.264) (0.377) (0.652) (1.492) (1.047) (0.234) (0.179)
community_id87 9.250 0.231 -2.120*** 0.074 -3.857*** 0.631*** -0.157
(5.964) (0.416) (0.621) (1.420) (0.997) (0.223) (0.170)
community_id88 11.605** 0.248 -1.843*** -2.945** -1.061 -0.037 -0.132
(4.825) (0.392) (0.502) (1.149) (0.807) (0.180) (0.138)
community_id89 8.859* 0.637 -0.813* -3.515*** 1.347* -0.201 -0.208
(4.700) (0.396) (0.489) (1.119) (0.786) (0.176) (0.134)
community_id9 31.111*** -0.557 -1.458*** 2.974** -1.076 0.530*** 0.136
(5.414) (0.350) (0.564) (1.289) (0.905) (0.202) (0.155)
community_id90 21.814*** -0.150 -0.772 0.715 -3.029** 0.275 -0.088
(7.191) (0.377) (0.748) (1.712) (1.202) (0.269) (0.205)
community_id91 4.769 0.316 -2.245*** -3.272*** -2.058** -0.310 -0.304**
(5.203) (0.405) (0.542) (1.239) (0.870) (0.194) (0.149)
community_id92 17.326*** 0.530 -0.937* -1.851 -0.881 0.002 -0.295**
(4.893) (0.445) (0.509) (1.165) (0.818) (0.183) (0.140)
community_id93 1.067 0.060 -2.260*** -2.695** -1.238 0.046 -0.403***
(4.632) (0.269) (0.482) (1.103) (0.775) (0.173) (0.132)
community_id94 10.405* 0.159 -1.928*** -2.097 -1.530 0.089 -0.034
(5.800) (0.331) (0.604) (1.381) (0.970) (0.217) (0.166)
community_id95 3.351 0.054 -1.530*** -2.203* -1.865** -0.019 -0.186
(5.546) (0.424) (0.577) (1.321) (0.927) (0.207) (0.158)
community_id96 14.790** 0.805* -2.306*** -0.059 -2.346** -0.094 -0.197
(5.926) (0.423) (0.617) (1.411) (0.991) (0.221) (0.169)
community_id97 22.981*** 0.529 -1.094* -3.347** -0.277 0.045 -0.005
(5.600) (0.475) (0.583) (1.333) (0.936) (0.209) (0.160)
community_id98 3.128 0.163 -1.341** -0.354 -1.179 -0.097 -0.303**
(5.202) (0.421) (0.542) (1.239) (0.870) (0.194) (0.149)
community_id99 2.886 -0.984* -1.596 -0.546 0.070 -0.413***
(5.384) (0.560) (1.282) (0.900) (0.201) (0.154)
Constant 18.952*** 1.085*** 9.865*** 8.759*** 14.352*** -0.174 0.485***
(4.343) (0.254) (0.452) (1.034) (0.726) (0.162) (0.124)
Observations 6,193 2,272 6,193 6,193 6,193 6,193 6,193
R2 0.551 0.416 0.085 0.412 0.350 0.354 0.161
Note: p<0.1; p<0.05; p<0.01
Code
```{r}
#| output: asis
all_coeffs <- m1$coefficients
all_names <- names(all_coeffs)
com_vars_indices <- grepl("^com", all_names) # TRUE for com.. variables
com_vars_names <- all_names[com_vars_indices]
other_vars_names <- all_names[!com_vars_indices]
other_coeffs_to_sort <- all_coeffs[other_vars_names]
# Replace the enum_id prefix with e:
sorted_other_vars_names <- names(sort(other_coeffs_to_sort, decreasing = FALSE))

order <- c(sorted_other_vars_names, com_vars_names)

stargazer(m1, m0, m2,  m6,  m3, m4, m5,
    type = "html", title = "Enumerator Test",
    dep.var.labels = c("No. consumed", "Duration", "Data Score", "HH Size", "No. savings", "No. animals", "No. loans"),
    omit.stat = c("f", "ser", "adj.rsq"),
    order = order
)
```
Enumerator Test
Dependent variable:
No. consumed Duration Data Score HH Size No. savings No. animals No. loans
(1) (2) (3) (4) (5) (6) (7)
enum_id240299323 1.330 -18.645*** -0.661 -2.073** -0.110 -0.098
(1.314) (5.516) (0.574) (0.922) (0.206) (0.157)
enum_id221200116 2.416*** 10.951*** -0.297 -5.258*** 0.112 -0.102
(0.889) (3.734) (0.389) (0.624) (0.140) (0.107)
enum_id221200217 2.514*** 4.625 -0.622* -4.201*** 0.198 -0.125
(0.844) (3.545) (0.369) (0.593) (0.132) (0.101)
enum_id221200280 2.591*** 7.690** -0.202 -6.728*** 0.109 -0.151
(0.884) (3.711) (0.386) (0.620) (0.139) (0.106)
enum_id230301359 2.649*** 8.701** -0.360 -8.397*** 0.177 0.063
(0.948) (3.979) (0.414) (0.665) (0.149) (0.114)
enum_id230100433 2.709*** 12.448*** -0.200 -6.660*** 0.172 -0.093
(0.885) (3.718) (0.387) (0.622) (0.139) (0.106)
enum_id230301312 2.946*** 13.081*** -0.026 -2.087*** 0.111 0.387***
(0.916) (3.849) (0.401) (0.644) (0.144) (0.110)
enum_id221200223 3.038*** 8.103** -0.248 -4.334*** 0.197 0.108
(0.945) (3.967) (0.413) (0.663) (0.148) (0.113)
enum_id221200238 3.178*** 6.672* -0.201 -1.003 0.079 0.025
(0.896) (3.764) (0.392) (0.629) (0.141) (0.107)
enum_id230100339 3.448*** 6.608* -0.335 -4.885*** 0.157 0.009
(0.908) (3.814) (0.397) (0.638) (0.143) (0.109)
enum_id221200170 3.529*** 25.087*** -0.361 -1.438** 0.285* 0.156
(0.966) (4.058) (0.422) (0.678) (0.152) (0.116)
enum_id250223710 4.492*** 36.997*** -1.000*** -0.546 -3.815*** 0.635*** 0.101
(0.846) (3.551) (0.377) (0.370) (0.594) (0.133) (0.101)
enum_id230100407 4.635*** 28.135*** -1.500*** -0.538 -6.991*** 0.520*** 0.039
(0.814) (3.419) (0.445) (0.356) (0.572) (0.128) (0.098)
enum_id221200182 4.714*** 23.303*** -2.340*** -0.513 -7.678*** 0.798*** -0.183
(1.039) (4.364) (0.308) (0.454) (0.730) (0.163) (0.125)
enum_id230300493 4.736*** 35.838*** -0.896* -0.226 -6.980*** 0.784*** 0.107
(0.834) (3.504) (0.499) (0.365) (0.586) (0.131) (0.100)
enum_id250273684 4.753*** 9.236*** -0.201 0.088 -6.040*** 0.602*** -0.046
(0.794) (3.334) (0.899) (0.347) (0.557) (0.125) (0.095)
enum_id240276420 4.777*** 15.856*** -2.093*** -0.389 -5.988*** 0.559*** 0.057
(0.801) (3.366) (0.425) (0.350) (0.563) (0.126) (0.096)
enum_id240223243 4.833*** 20.479*** -1.767*** -0.464 -7.741*** 0.690*** 0.058
(0.886) (3.719) (0.375) (0.387) (0.622) (0.139) (0.106)
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(1.251) (5.256) (0.903) (0.547) (0.879) (0.196) (0.150)
community_id47 -2.457* 4.915 0.043 -1.578*** -0.842 -0.260 -0.425***
(1.255) (5.269) (0.965) (0.548) (0.881) (0.197) (0.150)
community_id49 -0.200 11.845** -0.366 -2.056*** -1.074 0.560*** -0.234
(1.249) (5.246) (0.877) (0.546) (0.877) (0.196) (0.150)
community_id5 -2.680** 5.795 -0.781** -0.969 -0.087 -0.067 -0.307*
(1.360) (5.710) (0.317) (0.594) (0.955) (0.213) (0.163)
community_id50 -2.311** 7.451 0.212 -1.424*** -1.198 -0.250 -0.172
(1.126) (4.729) (0.237) (0.492) (0.791) (0.177) (0.135)
community_id51 -0.138 18.789*** 0.566** -1.974*** -1.286 -0.064 -0.312**
(1.214) (5.100) (0.249) (0.531) (0.853) (0.191) (0.146)
community_id52 -2.510** 19.636*** 0.146 -1.920*** -0.870 0.219 -0.426***
(1.194) (5.015) (0.300) (0.522) (0.839) (0.187) (0.143)
community_id53 1.125 18.569*** -0.274 -2.785*** -4.138*** 0.440** -0.238*
(1.114) (4.677) (0.874) (0.487) (0.782) (0.175) (0.134)
community_id54 -0.973 15.185*** -0.447 -1.674*** -1.824** 0.170 -0.204*
(1.023) (4.295) (0.848) (0.447) (0.718) (0.161) (0.123)
community_id55 -1.710 9.916** 0.465** -1.611*** -0.499 0.038 -0.248*
(1.061) (4.456) (0.216) (0.464) (0.745) (0.167) (0.127)
community_id56 0.905 11.030** -0.326 -2.383*** -1.832** 0.567*** -0.209
(1.277) (5.362) (0.878) (0.558) (0.897) (0.200) (0.153)
community_id57 -0.505 18.333*** -2.450*** -3.161*** -0.023 -0.300**
(1.064) (4.466) (0.465) (0.747) (0.167) (0.127)
community_id58 -5.884*** 15.719** 0.693** -1.639** 1.059 0.119 -0.285
(1.662) (6.979) (0.330) (0.726) (1.167) (0.261) (0.199)
community_id59 -5.194*** 19.111*** -0.269 -1.988*** -3.334*** 0.240 -0.393**
(1.536) (6.449) (0.251) (0.671) (1.078) (0.241) (0.184)
community_id6 -3.159*** 3.766 -1.048*** -1.520*** -1.752** -0.059 -0.351***
(1.073) (4.506) (0.256) (0.469) (0.753) (0.168) (0.129)
community_id60 -4.389*** 2.515 -0.305 -2.999*** -1.422 -0.348* -0.140
(1.248) (5.241) (0.241) (0.545) (0.876) (0.196) (0.150)
community_id61 -4.329*** 8.160 0.129 -3.594*** -1.089 -0.432** -0.339**
(1.296) (5.442) (0.254) (0.566) (0.910) (0.203) (0.155)
community_id62 -7.232*** 10.700* 0.326 -1.880*** -0.320 -0.083 -0.428**
(1.489) (6.253) (0.274) (0.651) (1.045) (0.234) (0.178)
community_id63 -3.244** -0.746 0.037 -2.509*** -0.832 -0.148 -0.132
(1.341) (5.630) (0.248) (0.586) (0.941) (0.210) (0.161)
community_id64 -1.490 6.392 -0.054 -2.852*** -1.684** 0.074 -0.165
(1.166) (4.894) (0.213) (0.509) (0.818) (0.183) (0.140)
community_id65 -2.072* 0.921 -0.019 -2.432*** -1.531* -0.167 -0.309**
(1.248) (5.240) (0.243) (0.545) (0.876) (0.196) (0.150)
community_id66 -4.940*** 24.974*** 0.230 -1.584** -0.896 0.110 -0.168
(1.631) (6.849) (0.313) (0.713) (1.145) (0.256) (0.196)
community_id68 -2.550** 1.492 0.467** -1.523*** 0.785 -0.394** -0.304**
(1.186) (4.982) (0.226) (0.519) (0.833) (0.186) (0.142)
community_id69 -4.830*** 14.728** 0.482 -3.739*** -0.999 0.261 -0.236
(1.779) (7.469) (0.355) (0.777) (1.249) (0.279) (0.213)
community_id7 -1.308 6.889 -0.695** -2.063*** -2.613*** 0.101 -0.021
(1.302) (5.466) (0.310) (0.569) (0.914) (0.204) (0.156)
community_id70 -2.940** 19.866*** 0.518** -1.399** -1.408 0.236 -0.273
(1.493) (6.268) (0.249) (0.652) (1.048) (0.234) (0.179)
community_id71 -2.454* 25.028*** -0.012 -2.992*** -3.857*** 0.553** -0.337**
(1.413) (5.936) (0.196) (0.618) (0.992) (0.222) (0.169)
community_id72 -1.025 35.269*** 0.011 -2.782*** -4.596*** 0.709*** 0.075
(1.500) (6.297) (0.226) (0.655) (1.053) (0.235) (0.180)
community_id73 -2.819* 36.483*** -0.045 -1.490** -0.504 -0.037 -0.131
(1.578) (6.627) (0.264) (0.690) (1.108) (0.248) (0.189)
community_id74 -3.814** 23.683*** 0.444 -2.401*** -2.317** 0.046 -0.257
(1.495) (6.280) (0.270) (0.654) (1.050) (0.235) (0.179)
community_id75 -3.947*** 27.659*** 0.547** -2.399*** -0.921 0.138 -0.020
(1.516) (6.368) (0.256) (0.663) (1.065) (0.238) (0.182)
community_id76 -5.837*** 15.362** -0.113 -0.902 0.366 -0.202 -0.284*
(1.434) (6.023) (0.243) (0.627) (1.007) (0.225) (0.172)
community_id77 -2.547* 20.795*** 0.383* -1.651*** -0.859 0.295 -0.233
(1.418) (5.954) (0.202) (0.620) (0.996) (0.223) (0.170)
community_id78 -5.108*** 13.936** -0.082 -1.714*** -1.072 -0.016 -0.085
(1.332) (5.595) (0.216) (0.582) (0.935) (0.209) (0.160)
community_id79 -6.521*** 12.648** 0.041 -0.066 -0.472 0.087 -0.225
(1.426) (5.990) (0.222) (0.624) (1.002) (0.224) (0.171)
community_id8 -4.128*** 0.889 -0.779*** -1.208*** -2.109*** -0.208 0.217*
(0.974) (4.090) (0.225) (0.426) (0.684) (0.153) (0.117)
community_id80 -6.112*** -3.971 -0.128 -2.502*** -0.337 -0.331* -0.205
(1.084) (4.552) (0.169) (0.474) (0.761) (0.170) (0.130)
community_id81 -2.263** -2.394 0.110 -3.419*** -0.833 -0.305* -0.099
(1.057) (4.439) (0.186) (0.462) (0.742) (0.166) (0.127)
community_id82 -2.675*** 7.272* -2.152*** -0.762 -0.206 -0.133
(0.994) (4.172) (0.434) (0.698) (0.156) (0.119)
community_id83 -1.581 14.704*** -1.389*** -0.838 0.156 -0.071
(1.081) (4.540) (0.473) (0.759) (0.170) (0.130)
community_id84 -3.634** -6.927 -0.352 -2.478*** -1.572 -0.124 -0.274
(1.504) (6.317) (0.377) (0.658) (1.056) (0.236) (0.180)
community_id85 -2.520** 10.906** 0.653 -0.230 0.531 0.001 -0.365***
(1.067) (4.482) (0.447) (0.467) (0.749) (0.167) (0.128)
community_id86 -2.454* 2.356 0.369 -1.496** 0.364 0.056 -0.151
(1.492) (6.264) (0.377) (0.652) (1.047) (0.234) (0.179)
community_id87 0.074 9.250 0.231 -2.120*** -3.857*** 0.631*** -0.157
(1.420) (5.964) (0.416) (0.621) (0.997) (0.223) (0.170)
community_id88 -2.945** 11.605** 0.248 -1.843*** -1.061 -0.037 -0.132
(1.149) (4.825) (0.392) (0.502) (0.807) (0.180) (0.138)
community_id89 -3.515*** 8.859* 0.637 -0.813* 1.347* -0.201 -0.208
(1.119) (4.700) (0.396) (0.489) (0.786) (0.176) (0.134)
community_id9 2.974** 31.111*** -0.557 -1.458*** -1.076 0.530*** 0.136
(1.289) (5.414) (0.350) (0.564) (0.905) (0.202) (0.155)
community_id90 0.715 21.814*** -0.150 -0.772 -3.029** 0.275 -0.088
(1.712) (7.191) (0.377) (0.748) (1.202) (0.269) (0.205)
community_id91 -3.272*** 4.769 0.316 -2.245*** -2.058** -0.310 -0.304**
(1.239) (5.203) (0.405) (0.542) (0.870) (0.194) (0.149)
community_id92 -1.851 17.326*** 0.530 -0.937* -0.881 0.002 -0.295**
(1.165) (4.893) (0.445) (0.509) (0.818) (0.183) (0.140)
community_id93 -2.695** 1.067 0.060 -2.260*** -1.238 0.046 -0.403***
(1.103) (4.632) (0.269) (0.482) (0.775) (0.173) (0.132)
community_id94 -2.097 10.405* 0.159 -1.928*** -1.530 0.089 -0.034
(1.381) (5.800) (0.331) (0.604) (0.970) (0.217) (0.166)
community_id95 -2.203* 3.351 0.054 -1.530*** -1.865** -0.019 -0.186
(1.321) (5.546) (0.424) (0.577) (0.927) (0.207) (0.158)
community_id96 -0.059 14.790** 0.805* -2.306*** -2.346** -0.094 -0.197
(1.411) (5.926) (0.423) (0.617) (0.991) (0.221) (0.169)
community_id97 -3.347** 22.981*** 0.529 -1.094* -0.277 0.045 -0.005
(1.333) (5.600) (0.475) (0.583) (0.936) (0.209) (0.160)
community_id98 -0.354 3.128 0.163 -1.341** -1.179 -0.097 -0.303**
(1.239) (5.202) (0.421) (0.542) (0.870) (0.194) (0.149)
community_id99 -1.596 2.886 -0.984* -0.546 0.070 -0.413***
(1.282) (5.384) (0.560) (0.900) (0.201) (0.154)
Constant 8.759*** 18.952*** 1.085*** 9.865*** 14.352*** -0.174 0.485***
(1.034) (4.343) (0.254) (0.452) (0.726) (0.162) (0.124)
Observations 6,193 6,193 2,272 6,193 6,193 6,193 6,193
R2 0.412 0.551 0.416 0.085 0.350 0.354 0.161
Note: p<0.1; p<0.05; p<0.01
Code
```{r}
#| output: asis
all_coeffs <- m2$coefficients
all_names <- names(all_coeffs)
com_vars_indices <- grepl("^com", all_names) # TRUE for com.. variables
com_vars_names <- all_names[com_vars_indices]
other_vars_names <- all_names[!com_vars_indices]
other_coeffs_to_sort <- all_coeffs[other_vars_names]
# Replace the enum_id prefix with e:
sorted_other_vars_names <- names(sort(other_coeffs_to_sort, decreasing = FALSE))

order <- c(sorted_other_vars_names, com_vars_names)

stargazer(m2, m0, m1, m6,  m3, m4, m5,
    type = "html", title = "Enumerator Test",
    dep.var.labels = c("Data Score", "Duration", "No. consumed", "HH Size", "No. savings", "No. animals", "No. loans"),
    omit.stat = c("f", "ser", "adj.rsq"),
    order = order
)
```
Enumerator Test
Dependent variable:
Data Score Duration No. consumed HH Size No. savings No. animals No. loans
(1) (2) (3) (4) (5) (6) (7)
enum_id230100365 -2.372*** 67.727*** 8.417*** -1.318** -12.405*** 2.075*** -0.136
(0.448) (5.265) (1.254) (0.548) (0.880) (0.197) (0.150)
enum_id221200182 -2.340*** 23.303*** 4.714*** -0.513 -7.678*** 0.798*** -0.183
(0.308) (4.364) (1.039) (0.454) (0.730) (0.163) (0.125)
enum_id240224469 -2.334*** -6.380 7.899*** -0.503 -6.301*** 0.469** -0.072
(0.312) (5.153) (1.227) (0.536) (0.862) (0.193) (0.147)
enum_id241246151 -2.187*** 24.013** 10.022*** -1.647 -9.578*** 1.636*** 0.726**
(0.492) (11.802) (2.810) (1.228) (1.973) (0.441) (0.337)
enum_id230301549 -2.131*** 39.877*** 11.940*** 0.244 -12.007*** 1.847*** 0.062
(0.334) (4.744) (1.130) (0.494) (0.793) (0.177) (0.135)
enum_id230301740 -2.106*** 28.665*** 13.966*** -0.195 -11.620*** 2.109*** 0.051
(0.376) (4.877) (1.161) (0.508) (0.815) (0.182) (0.139)
enum_id240276420 -2.093*** 15.856*** 4.777*** -0.389 -5.988*** 0.559*** 0.057
(0.425) (3.366) (0.801) (0.350) (0.563) (0.126) (0.096)
enum_id240811327 -2.081*** 46.761*** 15.413*** -0.765 -13.074*** 1.882*** 0.052
(0.355) (6.489) (1.545) (0.675) (1.085) (0.243) (0.185)
enum_id240223243 -1.767*** 20.479*** 4.833*** -0.464 -7.741*** 0.690*** 0.058
(0.375) (3.719) (0.886) (0.387) (0.622) (0.139) (0.106)
enum_id221200115 -1.643*** 43.490*** 18.650*** -0.735 -11.571*** 2.247*** 0.248
(0.347) (6.064) (1.444) (0.631) (1.014) (0.227) (0.173)
enum_id240274903 -1.618*** 50.729*** 15.210*** -0.320 -10.838*** 1.472*** 0.001
(0.304) (4.661) (1.110) (0.485) (0.779) (0.174) (0.133)
enum_id241210445 -1.616*** 66.586*** 13.380*** 0.052 -11.743*** 2.432*** 0.379***
(0.457) (5.039) (1.200) (0.524) (0.843) (0.188) (0.144)
enum_id240287553 -1.588*** 1.867 6.808*** -0.627 -8.130*** 0.419** 0.622***
(0.322) (5.325) (1.268) (0.554) (0.890) (0.199) (0.152)
enum_id250220637 -1.543*** 59.454*** 13.315*** -0.518 -9.452*** 2.372*** -0.037
(0.501) (4.752) (1.132) (0.495) (0.795) (0.178) (0.136)
enum_id230100407 -1.500*** 28.135*** 4.635*** -0.538 -6.991*** 0.520*** 0.039
(0.445) (3.419) (0.814) (0.356) (0.572) (0.128) (0.098)
enum_id230301337 -1.453*** 90.220*** 12.252*** -0.036 -10.791*** 2.001*** 0.009
(0.461) (4.962) (1.181) (0.516) (0.830) (0.185) (0.142)
enum_id250255221 -1.419*** 67.111*** 12.612*** -0.337 -10.071*** 2.079*** -0.031
(0.509) (5.351) (1.274) (0.557) (0.895) (0.200) (0.153)
enum_id241261119 -1.407*** 67.151*** 19.685*** 0.029 -11.932*** 1.999*** -0.191
(0.305) (5.171) (1.231) (0.538) (0.865) (0.193) (0.148)
enum_id221200102 -1.392*** 35.949*** 8.818*** 0.058 -5.861*** 0.634*** -0.041
(0.342) (4.245) (1.011) (0.442) (0.710) (0.159) (0.121)
enum_id240341380 -1.361*** 56.801*** 14.551*** 0.038 -10.152*** 2.257*** 0.206
(0.321) (5.193) (1.237) (0.541) (0.868) (0.194) (0.148)
enum_id241265651 -1.355*** 10.855*** 5.258*** -0.054 -6.097*** 0.702*** 0.075
(0.342) (3.389) (0.807) (0.353) (0.567) (0.127) (0.097)
enum_id241271689 -1.302 21.459*** 6.202*** -0.282 -6.135*** 0.754*** 0.182*
(0.915) (3.722) (0.886) (0.387) (0.622) (0.139) (0.106)
enum_id250297944 -1.257 17.783*** 5.677*** -0.229 -4.539*** 0.646*** 0.050
(0.915) (3.416) (0.813) (0.356) (0.571) (0.128) (0.098)
enum_id240255036 -1.250** 61.277*** 13.510*** -0.254 -9.565*** 2.695*** 0.209
(0.499) (4.811) (1.146) (0.501) (0.804) (0.180) (0.137)
enum_id230300531 -1.223*** 25.232*** 5.362*** -0.253 -6.552*** 0.612*** -0.130
(0.319) (3.456) (0.823) (0.360) (0.578) (0.129) (0.099)
enum_id250238373 -1.207*** 34.564*** 13.489*** -0.071 -8.825*** 1.888*** 1.238***
(0.310) (6.028) (1.436) (0.627) (1.008) (0.225) (0.172)
enum_id240380260 -1.154 26.535*** 6.813*** -0.395 -8.896*** 0.980*** -0.022
(0.861) (4.257) (1.014) (0.443) (0.712) (0.159) (0.122)
enum_id240857178 -1.109** 92.523*** 15.402*** -0.628 -10.274*** 2.423*** 0.147
(0.467) (4.895) (1.166) (0.509) (0.818) (0.183) (0.140)
enum_id240231124 -1.083*** 78.096*** 12.450*** -0.310 -8.692*** 1.539*** 0.109
(0.301) (4.752) (1.132) (0.495) (0.795) (0.178) (0.136)
enum_id230100402 -1.013*** 83.362*** 17.687*** -0.430 -11.313*** 2.071*** 0.513***
(0.303) (4.797) (1.142) (0.499) (0.802) (0.179) (0.137)
enum_id250223710 -1.000*** 36.997*** 4.492*** -0.546 -3.815*** 0.635*** 0.101
(0.377) (3.551) (0.846) (0.370) (0.594) (0.133) (0.101)
enum_id250246600 -0.976*** 64.930*** 15.449*** -0.253 -11.806*** 1.550*** -0.092
(0.197) (4.900) (1.167) (0.510) (0.819) (0.183) (0.140)
enum_id240391947 -0.954 16.210*** 5.905*** -0.233 -6.737*** 0.855*** -0.066
(0.893) (3.534) (0.842) (0.368) (0.591) (0.132) (0.101)
enum_id241287675 -0.922 87.761*** 14.780*** 0.505 -11.076*** 2.596*** 0.212
(1.008) (6.064) (1.444) (0.631) (1.014) (0.227) (0.173)
enum_id240317188 -0.903 55.562*** 13.972*** -0.483 -9.118*** 2.303*** 0.437***
(0.999) (5.507) (1.311) (0.573) (0.921) (0.206) (0.157)
enum_id230300493 -0.896* 35.838*** 4.736*** -0.226 -6.980*** 0.784*** 0.107
(0.499) (3.504) (0.834) (0.365) (0.586) (0.131) (0.100)
enum_id240992649 -0.792 34.395*** 7.548*** 0.042 -2.190*** 0.648*** 0.152
(0.506) (3.485) (0.830) (0.363) (0.583) (0.130) (0.099)
enum_id230100372 -0.789** 105.623*** 17.921*** -0.429 -9.419*** 2.111*** 0.079
(0.329) (5.179) (1.233) (0.539) (0.866) (0.194) (0.148)
enum_id240244305 -0.717 82.862*** 11.719*** 0.276 -9.047*** 2.387*** 0.125
(0.960) (5.032) (1.198) (0.524) (0.841) (0.188) (0.144)
enum_id230200441 -0.692 15.288*** 5.809*** -0.561 -4.163*** 0.832*** 0.040
(0.909) (3.614) (0.861) (0.376) (0.604) (0.135) (0.103)
enum_id240233502 -0.663 24.559*** 5.874*** -0.476 -5.657*** 0.764*** -0.013
(0.460) (3.521) (0.839) (0.367) (0.589) (0.132) (0.101)
enum_id230854474 -0.607 32.082*** 6.377*** 0.214 -6.646*** 0.340** 0.082
(0.401) (3.875) (0.923) (0.403) (0.648) (0.145) (0.111)
enum_id221200093 -0.606 27.220*** 6.738*** -0.466 -5.306*** 0.698*** -0.156
(0.980) (3.530) (0.841) (0.367) (0.590) (0.132) (0.101)
enum_id230300918 -0.551 64.703*** 16.116*** -0.351 -7.967*** 2.251*** 0.701***
(0.352) (5.283) (1.258) (0.550) (0.883) (0.197) (0.151)
enum_id240345961 -0.467 81.257*** 17.928*** -0.157 -10.087*** 1.804*** 0.526***
(0.303) (4.848) (1.155) (0.505) (0.811) (0.181) (0.138)
enum_id250231789 -0.333 16.818*** 6.439*** -0.643 -1.505* 0.348* 0.273*
(0.307) (5.162) (1.229) (0.537) (0.863) (0.193) (0.147)
enum_id230302051 -0.314 80.208*** 20.484*** -0.599 -11.126*** 1.578*** 0.099
(0.221) (5.114) (1.218) (0.532) (0.855) (0.191) (0.146)
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enum_id240267348 -0.160 100.660*** 22.243*** -0.723 -10.076*** 2.352*** 0.621***
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enum_id250275032 0.020 93.471*** 17.367*** -1.099** -9.837*** 2.027*** 0.561***
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enum_id230100347 0.171 69.191*** 16.271*** -0.095 -8.403*** 1.794*** 0.651***
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enum_id230302095 0.331 94.896*** 19.316*** -0.109 -8.174*** 2.090*** 0.410***
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enum_id240951002 0.496** 34.633*** 7.949*** 0.033 -3.693*** 0.471*** 0.392***
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enum_id240241140 1.212*** 118.543*** 19.141*** -1.059** -7.852*** 1.889*** 1.577***
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community_id57 18.333*** -0.505 -2.450*** -3.161*** -0.023 -0.300**
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(0.416) (5.964) (1.420) (0.621) (0.997) (0.223) (0.170)
community_id88 0.248 11.605** -2.945** -1.843*** -1.061 -0.037 -0.132
(0.392) (4.825) (1.149) (0.502) (0.807) (0.180) (0.138)
community_id89 0.637 8.859* -3.515*** -0.813* 1.347* -0.201 -0.208
(0.396) (4.700) (1.119) (0.489) (0.786) (0.176) (0.134)
community_id9 -0.557 31.111*** 2.974** -1.458*** -1.076 0.530*** 0.136
(0.350) (5.414) (1.289) (0.564) (0.905) (0.202) (0.155)
community_id90 -0.150 21.814*** 0.715 -0.772 -3.029** 0.275 -0.088
(0.377) (7.191) (1.712) (0.748) (1.202) (0.269) (0.205)
community_id91 0.316 4.769 -3.272*** -2.245*** -2.058** -0.310 -0.304**
(0.405) (5.203) (1.239) (0.542) (0.870) (0.194) (0.149)
community_id92 0.530 17.326*** -1.851 -0.937* -0.881 0.002 -0.295**
(0.445) (4.893) (1.165) (0.509) (0.818) (0.183) (0.140)
community_id93 0.060 1.067 -2.695** -2.260*** -1.238 0.046 -0.403***
(0.269) (4.632) (1.103) (0.482) (0.775) (0.173) (0.132)
community_id94 0.159 10.405* -2.097 -1.928*** -1.530 0.089 -0.034
(0.331) (5.800) (1.381) (0.604) (0.970) (0.217) (0.166)
community_id95 0.054 3.351 -2.203* -1.530*** -1.865** -0.019 -0.186
(0.424) (5.546) (1.321) (0.577) (0.927) (0.207) (0.158)
community_id96 0.805* 14.790** -0.059 -2.306*** -2.346** -0.094 -0.197
(0.423) (5.926) (1.411) (0.617) (0.991) (0.221) (0.169)
community_id97 0.529 22.981*** -3.347** -1.094* -0.277 0.045 -0.005
(0.475) (5.600) (1.333) (0.583) (0.936) (0.209) (0.160)
community_id98 0.163 3.128 -0.354 -1.341** -1.179 -0.097 -0.303**
(0.421) (5.202) (1.239) (0.542) (0.870) (0.194) (0.149)
community_id99 2.886 -1.596 -0.984* -0.546 0.070 -0.413***
(5.384) (1.282) (0.560) (0.900) (0.201) (0.154)
enum_id221200064 21.459*** 5.644*** -0.289 -6.068*** 0.636*** 0.231**
(3.478) (0.828) (0.362) (0.581) (0.130) (0.099)
enum_id221200116 10.951*** 2.416*** -0.297 -5.258*** 0.112 -0.102
(3.734) (0.889) (0.389) (0.624) (0.140) (0.107)
enum_id221200170 25.087*** 3.529*** -0.361 -1.438** 0.285* 0.156
(4.058) (0.966) (0.422) (0.678) (0.152) (0.116)
enum_id221200217 4.625 2.514*** -0.622* -4.201*** 0.198 -0.125
(3.545) (0.844) (0.369) (0.593) (0.132) (0.101)
enum_id221200223 8.103** 3.038*** -0.248 -4.334*** 0.197 0.108
(3.967) (0.945) (0.413) (0.663) (0.148) (0.113)
enum_id221200238 6.672* 3.178*** -0.201 -1.003 0.079 0.025
(3.764) (0.896) (0.392) (0.629) (0.141) (0.107)
enum_id221200280 7.690** 2.591*** -0.202 -6.728*** 0.109 -0.151
(3.711) (0.884) (0.386) (0.620) (0.139) (0.106)
enum_id230100339 6.608* 3.448*** -0.335 -4.885*** 0.157 0.009
(3.814) (0.908) (0.397) (0.638) (0.143) (0.109)
enum_id230100433 12.448*** 2.709*** -0.200 -6.660*** 0.172 -0.093
(3.718) (0.885) (0.387) (0.622) (0.139) (0.106)
enum_id230301312 13.081*** 2.946*** -0.026 -2.087*** 0.111 0.387***
(3.849) (0.916) (0.401) (0.644) (0.144) (0.110)
enum_id230301359 8.701** 2.649*** -0.360 -8.397*** 0.177 0.063
(3.979) (0.948) (0.414) (0.665) (0.149) (0.114)
enum_id240299323 -18.645*** 1.330 -0.661 -2.073** -0.110 -0.098
(5.516) (1.314) (0.574) (0.922) (0.206) (0.157)
enum_id241225186 43.039*** 5.210* 1.757 4.837** -0.101 -0.122
(13.024) (3.101) (1.356) (2.178) (0.487) (0.372)
Constant 1.085*** 18.952*** 8.759*** 9.865*** 14.352*** -0.174 0.485***
(0.254) (4.343) (1.034) (0.452) (0.726) (0.162) (0.124)
Observations 2,272 6,193 6,193 6,193 6,193 6,193 6,193
R2 0.416 0.551 0.412 0.085 0.350 0.354 0.161
Note: p<0.1; p<0.05; p<0.01
Code
```{r}
#| output: asis
m0 <- lm(duration ~ enum_id, data = fast_slow_data)
m1 <- lm(consumed_items ~ enum_id, data = fast_slow_data)
m3 <- lm(savings_places ~ enum_id, data = fast_slow_data)
m4 <- lm(ls_owned ~ enum_id, data = fast_slow_data)
m5 <- lm(loans_taken ~ enum_id, data = fast_slow_data)
m6 <- lm(hh_size ~ enum_id, data = fast_slow_data, na.action = na.omit)

# Include overall average for dependent variable
# Sort independent variables by m0 coefficents sizes
order <- m0$coefficients %>%
    sort(decreasing = FALSE) %>%
    names()
stargazer(m0, m6, m1, m3, m4, m5,
    type = "html", title = "Enumerator Test",
    dep.var.labels = c("Duration", "HH Size", "No. consumed", "No. savings", "No. animals", "No. loans"),
    omit.stat = c("f", "ser", "adj.rsq"),
    order = order
)
```
Enumerator Test
Dependent variable:
Duration HH Size No. consumed No. savings No. animals No. loans
(1) (2) (3) (4) (5) (6)
enum_id240299323 -7.002** -0.484 -1.362* -2.025*** -0.000 0.007
(3.480) (0.343) (0.789) (0.552) (0.124) (0.092)
enum_id221200238 -3.244 0.028 1.777** -0.253 -0.000 0.026
(3.540) (0.349) (0.802) (0.562) (0.126) (0.094)
enum_id221200217 -2.634 0.281 0.968 -2.934*** -0.000 -0.010
(3.356) (0.331) (0.760) (0.532) (0.120) (0.089)
enum_id240224469 -0.682 -0.179 4.516*** -5.408*** 0.406*** -0.050
(3.266) (0.322) (0.740) (0.518) (0.117) (0.087)
enum_id230100339 0.119 -0.434 2.053** -4.062*** -0.000 0.080
(3.600) (0.355) (0.816) (0.571) (0.129) (0.096)
enum_id230301359 1.296 -0.420 0.120 -7.478*** -0.000 0.063
(3.872) (0.382) (0.877) (0.614) (0.138) (0.103)
enum_id221200280 3.144 0.197 1.971** -6.260*** -0.000 -0.170*
(3.577) (0.352) (0.810) (0.567) (0.128) (0.095)
enum_id221200223 4.608 0.301 2.624*** -2.510*** -0.000 0.182*
(3.650) (0.360) (0.827) (0.579) (0.130) (0.097)
enum_id250273684 4.714 0.318 3.933*** -5.625*** 0.509*** -0.056
(3.266) (0.322) (0.740) (0.518) (0.117) (0.087)
enum_id241265651 5.897* 0.065 3.579*** -5.204*** 0.492*** 0.171**
(3.199) (0.315) (0.725) (0.508) (0.114) (0.085)
enum_id221200116 6.715* 0.215 1.415* -4.211*** -0.000 -0.075
(3.493) (0.344) (0.791) (0.554) (0.125) (0.093)
enum_id230100433 6.766** 0.469 2.110*** -5.377*** -0.000 0.126
(3.439) (0.339) (0.779) (0.546) (0.123) (0.091)
enum_id240287553 8.007** -0.353 3.236*** -7.587*** 0.458*** 0.617***
(3.356) (0.331) (0.760) (0.532) (0.120) (0.089)
enum_id230301312 9.224** 0.291 2.013** -1.237** -0.000 0.526***
(3.696) (0.364) (0.837) (0.586) (0.132) (0.098)
enum_id250297944 11.142*** 0.092 3.735*** -3.832*** 0.405*** 0.062
(3.312) (0.326) (0.751) (0.525) (0.118) (0.088)
enum_id230200441 12.037*** -0.083 4.775*** -3.013*** 0.652*** 0.044
(3.433) (0.338) (0.778) (0.545) (0.123) (0.091)
enum_id240391947 12.244*** -0.061 4.725*** -6.097*** 0.796*** -0.088
(3.361) (0.331) (0.762) (0.533) (0.120) (0.089)
enum_id240276420 13.138*** -0.226 4.597*** -5.695*** 0.503*** 0.064
(3.304) (0.326) (0.749) (0.524) (0.118) (0.088)
enum_id221200064 16.218*** 0.329 4.250*** -5.350*** 0.380*** 0.409***
(3.251) (0.320) (0.737) (0.516) (0.116) (0.086)
enum_id221200170 19.314*** 0.090 2.276*** -0.226 -0.000 0.083
(3.823) (0.377) (0.866) (0.607) (0.136) (0.102)
enum_id240223243 19.697*** -0.148 4.147*** -7.155*** 0.626*** 0.116
(3.650) (0.360) (0.827) (0.579) (0.130) (0.097)
enum_id230300531 20.337*** 0.101 3.973*** -5.871*** 0.424*** -0.130
(3.304) (0.326) (0.749) (0.524) (0.118) (0.088)
enum_id241271689 21.182*** -0.225 5.824*** -5.907*** 0.784*** 0.158*
(3.577) (0.352) (0.810) (0.567) (0.128) (0.095)
enum_id221200093 21.550*** 0.090 5.652*** -4.255*** 0.500*** -0.153*
(3.361) (0.331) (0.762) (0.533) (0.120) (0.089)
enum_id240233502 21.897*** -0.203 4.945*** -4.666*** 0.565*** 0.013
(3.474) (0.342) (0.787) (0.551) (0.124) (0.092)
enum_id230100407 22.488*** -0.137 3.575*** -5.997*** 0.392*** 0.062
(3.262) (0.321) (0.739) (0.517) (0.116) (0.087)
enum_id240380260 23.561*** -0.139 5.028*** -8.056*** 0.848*** -0.042
(4.192) (0.413) (0.950) (0.665) (0.150) (0.111)
enum_id250231789 23.812*** -0.375 3.310*** -0.606 0.346*** 0.296***
(3.113) (0.307) (0.705) (0.494) (0.111) (0.083)
enum_id221200182 25.413*** 0.055 1.859** -6.641*** 0.640*** -0.081
(3.592) (0.354) (0.814) (0.570) (0.128) (0.095)
enum_id230301740 26.038*** 0.346 13.262*** -10.321*** 1.955*** 0.034
(4.809) (0.474) (1.089) (0.763) (0.172) (0.128)
enum_id230300493 28.480*** -0.147 3.564*** -5.798*** 0.532*** 0.099
(3.352) (0.330) (0.759) (0.532) (0.120) (0.089)
enum_id240992649 29.074*** 0.282 6.114*** -1.227** 0.494*** 0.055
(3.325) (0.328) (0.753) (0.528) (0.119) (0.088)
enum_id240951002 30.029*** 0.419 6.439*** -2.876*** 0.319*** 0.456***
(3.401) (0.335) (0.771) (0.540) (0.121) (0.090)
enum_id230854474 32.653*** 0.521 6.166*** -5.841*** 0.400*** 0.081
(3.715) (0.366) (0.842) (0.589) (0.133) (0.099)
enum_id230301549 34.427*** 0.497 10.425*** -11.228*** 1.647*** 0.055
(4.565) (0.450) (1.034) (0.724) (0.163) (0.121)
enum_id221200102 35.170*** 0.188 8.552*** -5.282*** 0.423*** -0.098
(4.098) (0.404) (0.928) (0.650) (0.146) (0.109)
enum_id250223710 35.974*** -0.154 3.633*** -2.898*** 0.564*** 0.158*
(3.343) (0.329) (0.757) (0.530) (0.119) (0.089)
enum_id240274903 37.729*** -0.562 13.111*** -9.208*** 1.078*** 0.036
(4.565) (0.450) (1.034) (0.724) (0.163) (0.121)
enum_id241225186 40.353*** 2.051 4.376 4.929** -0.000 0.011
(13.767) (1.357) (3.119) (2.184) (0.491) (0.366)
enum_id250238373 45.532*** 0.545 11.486*** -8.022*** 1.854*** 1.298***
(4.934) (0.486) (1.118) (0.783) (0.176) (0.131)
enum_id221200115 46.372*** -0.475 13.911*** -9.778*** 2.069*** 0.244**
(4.371) (0.431) (0.990) (0.693) (0.156) (0.116)
enum_id240317188 46.594*** 0.169 12.560*** -8.176*** 1.789*** 0.314**
(5.074) (0.500) (1.150) (0.805) (0.181) (0.135)
enum_id241246151 50.535*** -1.866* 8.709*** -10.404*** 1.167*** 0.761**
(11.337) (1.117) (2.569) (1.798) (0.405) (0.301)
enum_id240811327 50.623*** 0.206 10.233*** -11.190*** 1.619*** 0.023
(4.890) (0.482) (1.108) (0.776) (0.175) (0.130)
enum_id241261119 55.956*** -0.402 16.930*** -10.719*** 1.649*** -0.104
(5.125) (0.505) (1.161) (0.813) (0.183) (0.136)
enum_id250220637 56.237*** 0.040 11.789*** -8.310*** 2.130*** -0.109
(4.733) (0.466) (1.072) (0.751) (0.169) (0.126)
enum_id240341380 57.580*** 0.301 14.048*** -9.785*** 1.914*** 0.190
(5.235) (0.516) (1.186) (0.830) (0.187) (0.139)
enum_id240255036 58.750*** 0.388 11.746*** -8.701*** 2.413*** 0.174
(4.733) (0.466) (1.072) (0.751) (0.169) (0.126)
enum_id230100365 59.989*** -0.523 6.111*** -10.924*** 1.676*** -0.121
(5.293) (0.522) (1.199) (0.840) (0.189) (0.141)
enum_id241210445 60.637*** 0.501 11.551*** -10.046*** 2.100*** 0.411***
(4.979) (0.491) (1.128) (0.790) (0.178) (0.132)
enum_id250246600 61.351*** 0.190 14.743*** -10.982*** 1.200*** 0.139
(4.770) (0.470) (1.081) (0.757) (0.170) (0.127)
enum_id230300918 67.291*** 0.101 14.505*** -7.214*** 1.971*** 0.704***
(5.235) (0.516) (1.186) (0.830) (0.187) (0.139)
enum_id240231124 67.696*** -1.018** 9.472*** -7.411*** 1.021*** 0.187
(4.697) (0.463) (1.064) (0.745) (0.168) (0.125)
enum_id230100347 68.246*** 0.036 16.258*** -7.865*** 1.529*** 0.820***
(5.293) (0.522) (1.199) (0.840) (0.189) (0.141)
enum_id250255221 69.446*** 0.044 10.962*** -8.242*** 1.771*** -0.096
(5.235) (0.516) (1.186) (0.830) (0.187) (0.139)
enum_id240345961 71.409*** -0.766 15.298*** -8.737*** 1.289*** 0.606***
(4.770) (0.470) (1.081) (0.757) (0.170) (0.127)
enum_id230100402 71.501*** -0.634 15.398*** -9.658*** 1.587*** 0.565***
(4.733) (0.466) (1.072) (0.751) (0.169) (0.126)
enum_id230302051 73.637*** 0.401 18.701*** -9.446*** 1.200*** 0.386***
(4.979) (0.491) (1.128) (0.790) (0.178) (0.132)
enum_id240244305 76.338*** 0.719 10.364*** -8.745*** 2.163*** 0.087
(4.849) (0.478) (1.099) (0.769) (0.173) (0.129)
enum_id240857178 81.522*** 0.003 12.876*** -8.624*** 2.000*** 0.144
(4.697) (0.463) (1.064) (0.745) (0.168) (0.125)
enum_id241287675 86.369*** 0.837 14.412*** -9.999*** 2.250*** 0.118
(5.712) (0.563) (1.294) (0.906) (0.204) (0.152)
enum_id250275032 87.317*** -0.236 15.876*** -8.510*** 1.659*** 0.883***
(4.934) (0.486) (1.118) (0.783) (0.176) (0.131)
enum_id230301337 87.386*** 0.401 11.426*** -9.271*** 1.750*** -0.039
(4.979) (0.491) (1.128) (0.790) (0.178) (0.132)
enum_id230302095 89.646*** 0.692 18.159*** -6.919*** 1.717*** 0.718***
(4.733) (0.466) (1.072) (0.751) (0.169) (0.126)
enum_id240267348 91.624*** -0.225 20.350*** -9.202*** 1.921*** 0.524***
(5.074) (0.500) (1.150) (0.805) (0.181) (0.135)
enum_id230100372 107.128*** -0.310 15.959*** -9.237*** 1.833*** 0.039
(5.179) (0.510) (1.173) (0.822) (0.185) (0.138)
enum_id240241140 112.027*** 0.045 18.085*** -6.327*** 1.581*** 1.784***
(4.849) (0.478) (1.099) (0.769) (0.173) (0.129)
Constant 33.826*** 7.699*** 8.124*** 12.071*** 0.000 0.239***
(2.546) (0.251) (0.577) (0.404) (0.091) (0.068)
Observations 6,193 6,193 6,193 6,193 6,193 6,193
R2 0.461 0.015 0.360 0.297 0.292 0.127
Note: p<0.1; p<0.05; p<0.01

And a reference table of the average duration for each enumerator.

Survey Duration
enum_id Mean SD Surveys
240299323 26.82449 9.518470 130
221200238 30.58223 7.818708 121
221200217 31.19205 9.900081 153
240224469 33.14457 19.366028 175
221200012 33.82640 13.079882 113
230100339 33.94499 7.552012 113
230301359 35.12287 7.964584 86
221200280 36.97083 17.807171 116
221200223 38.43442 8.827698 107
250273684 38.54010 31.444264 175
241265651 39.72385 26.778702 195
221200116 40.54128 12.902902 128
230100433 40.59270 14.389942 137
240287553 41.83301 32.776490 153
230301312 43.05000 14.895634 102
250297944 44.96830 32.843169 163
230200441 45.86329 27.055612 138
240391947 46.07083 21.376576 152
240276420 46.96465 22.943404 165
221200064 50.04413 30.820062 179
221200170 53.14000 34.312374 90
240223243 53.52352 25.970453 107
230300531 54.16343 42.331664 165
241271689 55.00819 19.476914 116
221200093 55.37621 31.545051 152
240233502 55.72366 38.162600 131
230100407 56.31439 29.403249 176
240380260 57.38788 28.048640 66
250231789 57.63889 27.898791 228
221200182 59.23977 26.412890 114
230301740 59.86402 13.934235 44
230300493 62.30660 40.439630 154
240992649 62.90010 35.652045 160
240951002 63.85509 38.745104 144
230854474 66.47917 40.056155 100
230301549 68.25327 18.228101 51
221200102 68.99601 31.923596 71
250223710 69.80053 40.184182 156
240274903 71.55490 21.301347 51
241225186 74.17917 16.900338 4
250238373 79.35813 25.769689 41
221200115 80.19799 22.372185 58
240317188 80.42018 12.854211 38
241246151 84.36111 39.152858 6
240811327 84.44921 26.245170 42
241261119 89.78243 17.025163 37
250220637 90.06377 20.292811 46
240341380 91.40619 21.133724 35
240255036 92.57609 28.269648 46
230100365 93.81520 24.604269 34
241210445 94.46333 22.215250 40
250246600 95.17778 22.780089 45
230300918 101.11762 20.957717 35
240231124 101.52199 32.924786 47
230100347 102.07255 20.422223 34
250255221 103.27238 21.979719 35
240345961 105.23519 23.808590 45
230100402 105.32754 22.190698 46
230302051 107.46292 20.605327 40
240244305 110.16434 28.288062 43
240857178 115.34858 21.602965 47
241287675 120.19524 22.192580 28
250275032 121.14350 25.692407 41
230301337 121.21250 38.548249 40
230302095 123.47283 24.755234 46
240267348 125.45000 31.433269 38
230100372 140.95463 23.451649 36
240241140 145.85349 23.496591 43

Duration Checks

The survey durations have an unexpectedly wide distribution. The fastest enumerator is nearly 100 minutes faster than the slowest one. We expected the baseline to take about 2 hours, so it is concerning that the average duration for 2 enumerators is about an hour with a bunch more taking less than 80 minutes.

Code
```{r}
#| warning: false
# Add x-axis labels for every 10 digits (i.e. 0, 10, 20, etc.)
ggplot(enum_duration, aes(x = Mean)) +
    geom_density() +
    scale_x_continuous(breaks = seq(0, 300, by = 10))
```

The distribution is somewhat concerning since enumerators could have some agency in how much data is collected. For some sections of the survey, for example food consumption or savings, the survey would go faster if the participant reported consuming fewer items (thus not answering questions about quantity, price, etc.) or having fewer savings places or members who save.

The plots below explore the correlation between a few such variables and the duration of the survey.

Note

I convert counts to z-scores to make plots easier to interpret and to translate from discrete variables to continuous ones. That is, the number of items a participants reports consuming, for example, is translated to z-scores for the plots below.

Code
```{r, fig.height=10}
# Make scatter plots of z-scores of different variables by duration
consumed_items <- ggplot(full_data, aes(x = consumed_items_z, y = duration)) +
    geom_jitter(aes(color = duration_category)) +
    xlab("Z-score of no. of consumed items") +
    ylab("Duration (minutes)") +
    # Add a linear regression line with no groups
    geom_smooth(method = "lm", se = FALSE, color = "black")


savings_places <- ggplot(full_data, aes(x = savings_places_z, y = duration)) +
    geom_jitter(aes(color = duration_category)) +
    xlab("Z-score of no. of savings places") +
    ylab("Duration (minutes)") +
    # Add a linear regression line with no groups
    geom_smooth(method = "lm", se = FALSE, color = "black")

loans_taken <- ggplot(full_data, aes(x = loans_taken_z, y = duration)) +
    geom_jitter(aes(color = duration_category)) +
    xlab("Z-score of no. of loans taken") +
    ylab("Duration (minutes)") +
    # Add a linear regression line with no groups
    geom_smooth(method = "lm", se = FALSE, color = "black")

ls_owned <- ggplot(full_data, aes(x = ls_owned_z, y = duration)) +
    geom_jitter(aes(color = duration_category)) +
    xlab("Z-score of no. of livestock owned") +
    ylab("Duration (minutes)") +
    # Add a linear regression line with no groups
    geom_smooth(method = "lm", se = FALSE, color = "black")
```
Code
```{r}
consumed_items
```
`geom_smooth()` using formula = 'y ~ x'
Warning: Removed 1 row containing non-finite outside the scale range
(`stat_smooth()`).
Warning: Removed 1 row containing missing values or values outside the scale range
(`geom_point()`).

Code
```{r}
# Remove legend
ls_owned / (savings_places + loans_taken) +
    plot_annotation(
        title = "Z-scores of different variables by duration",
        caption = "Note: The y-axis is the duration of the survey in minutes"
    ) &
    theme(legend.position = "none")
```
`geom_smooth()` using formula = 'y ~ x'
Warning: Removed 3921 rows containing non-finite outside the scale range
(`stat_smooth()`).
Warning: Removed 3921 rows containing missing values or values outside the scale range
(`geom_point()`).
`geom_smooth()` using formula = 'y ~ x'
Warning: Removed 1 row containing non-finite outside the scale range
(`stat_smooth()`).
Warning: Removed 1 row containing missing values or values outside the scale range
(`geom_point()`).
`geom_smooth()` using formula = 'y ~ x'
Warning: Removed 1 row containing non-finite outside the scale range (`stat_smooth()`).
Removed 1 row containing missing values or values outside the scale range
(`geom_point()`).

Community Checks

Code
```{r}
#| output: asis
m0 <- lm(duration ~ community_id, data = fast_slow_data)
m1 <- lm(consumed_items ~ community_id, data = fast_slow_data)
m3 <- lm(savings_places ~ community_id, data = fast_slow_data)
m4 <- lm(ls_owned ~ community_id, data = fast_slow_data)
m5 <- lm(loans_taken ~ community_id, data = fast_slow_data)
m6 <- lm(hh_size ~ community_id, data = fast_slow_data)

# Include overall average for dependent variable
# Sort independent variables by m0 coefficents sizes
order <- m0$coefficients %>%
    sort(decreasing = FALSE) %>%
    names()
stargazer(m0, m6, m1, m3, m4, m5,
    type = "html", title = "Community Test",
    dep.var.labels = c("Duration", "HH Size", "No. consumed", "No. savings", "No. animals", "No. loans"),
    omit.stat = c("f", "ser", "adj.rsq"),
    order = order
)
```
Community Test
Dependent variable:
Duration HH Size No. consumed No. savings No. animals No. loans
(1) (2) (3) (4) (5) (6)
community_id84 -23.307*** -2.162*** -5.061*** -1.461 -0.039 -0.500***
(8.492) (0.615) (1.790) (1.184) (0.269) (0.176)
community_id70 -22.349*** -1.474*** -4.436*** -1.502 -0.123 -0.500***
(6.743) (0.488) (1.422) (0.940) (0.214) (0.140)
community_id46 -20.660*** -2.078*** -6.197*** 0.123 -0.150 -0.528***
(6.873) (0.498) (1.449) (0.958) (0.218) (0.143)
community_id79 -20.373*** -0.173 -7.308*** -1.275 -0.034 -0.183
(6.157) (0.446) (1.298) (0.858) (0.195) (0.128)
community_id86 -20.317** -1.252** -3.793** -0.544 0.214 -0.430**
(8.366) (0.606) (1.764) (1.166) (0.265) (0.174)
community_id71 -19.355*** -3.104*** -5.034*** -2.566*** 0.074 -0.299**
(5.733) (0.415) (1.209) (0.799) (0.182) (0.119)
community_id43 -17.352** -1.912*** -5.520*** -1.252 -0.123 -0.562***
(6.743) (0.488) (1.422) (0.940) (0.214) (0.140)
community_id78 -17.069*** -1.839*** -7.146*** -0.569 -0.206 -0.372***
(5.866) (0.425) (1.237) (0.818) (0.186) (0.122)
community_id76 -17.030*** -1.078** -5.291*** 0.209 -0.274 -0.441***
(5.883) (0.426) (1.240) (0.820) (0.187) (0.122)
community_id93 -16.950*** -1.842*** -3.593*** -0.759 0.117 -0.623***
(5.917) (0.429) (1.247) (0.825) (0.188) (0.123)
community_id110 -15.940*** -1.578*** -4.199*** -1.288 0.115 -0.571***
(5.934) (0.430) (1.251) (0.827) (0.188) (0.123)
community_id22 -14.889* -1.412** -6.009*** -0.763 0.138 -0.437***
(7.667) (0.555) (1.617) (1.069) (0.243) (0.159)
community_id49 -13.652** -1.678*** -3.820*** 1.078 0.094 -0.483***
(6.873) (0.498) (1.449) (0.958) (0.218) (0.143)
community_id69 -13.492 -3.912*** -1.811 -3.002** 0.502* -0.250
(8.492) (0.615) (1.790) (1.184) (0.269) (0.176)
community_id87 -13.101* -1.860*** -3.767** -2.648** 0.260 -0.405**
(7.933) (0.575) (1.672) (1.106) (0.252) (0.165)
community_id29 -12.609 -2.489*** -3.507** -0.083 0.640** -0.442***
(8.247) (0.597) (1.739) (1.150) (0.262) (0.171)
community_id106 -12.309* -0.097 -6.267*** -1.144 0.094 -0.493***
(7.441) (0.539) (1.569) (1.037) (0.236) (0.155)
community_id99 -12.143* -0.591 -3.020** -1.134 0.115 -0.545***
(7.184) (0.520) (1.515) (1.002) (0.228) (0.149)
community_id59 -12.112* -2.130*** -7.430*** -1.442 -0.167 -0.442***
(7.184) (0.520) (1.515) (1.002) (0.228) (0.149)
community_id56 -11.878* -2.232*** -2.763* -1.442 0.294 -0.494***
(7.184) (0.520) (1.515) (1.002) (0.228) (0.149)
community_id83 -11.533** -1.203*** -4.507*** 0.851 -0.123 -0.124
(5.733) (0.415) (1.209) (0.799) (0.182) (0.119)
community_id23 -11.525 -0.890 -5.005*** 0.673 0.120 -0.272
(8.628) (0.625) (1.819) (1.203) (0.274) (0.179)
community_id108 -11.477 1.555*** -4.753*** -0.044 0.027 -0.350**
(7.839) (0.568) (1.653) (1.093) (0.249) (0.163)
community_id64 -11.468* -2.629*** -2.367* -2.472*** -0.141 -0.504***
(6.112) (0.443) (1.289) (0.852) (0.194) (0.127)
community_id112 -11.014* -1.655*** -3.975*** -1.922** 0.078 -0.264**
(6.008) (0.435) (1.267) (0.838) (0.191) (0.125)
community_id72 -10.777* -2.983*** -5.210*** -1.227 0.040 -0.052
(6.255) (0.453) (1.319) (0.872) (0.198) (0.130)
community_id53 -10.562* -2.439*** -4.010*** -0.722 -0.007 -0.476***
(6.028) (0.437) (1.271) (0.841) (0.191) (0.125)
community_id94 -10.521 -1.612*** -5.120*** -2.711** -0.073 -0.350**
(7.839) (0.568) (1.653) (1.093) (0.249) (0.163)
community_id118 -10.040* -1.293*** -4.783*** -0.652 -0.050 -0.427***
(5.707) (0.413) (1.203) (0.796) (0.181) (0.119)
community_id113 -9.940 -2.094*** -3.623*** -0.973 -0.087 -0.401***
(6.255) (0.453) (1.319) (0.872) (0.198) (0.130)
community_id62 -9.858 -2.104*** -5.307*** -1.129 0.048 -0.350***
(6.204) (0.449) (1.308) (0.865) (0.197) (0.129)
community_id30 -9.496 -0.412 -2.547 -0.100 0.266 -0.611***
(7.372) (0.534) (1.554) (1.028) (0.234) (0.153)
community_id60 -9.101 -2.787*** -4.936*** -1.857** -0.373* -0.437***
(6.743) (0.488) (1.422) (0.940) (0.214) (0.140)
community_id20 -9.094 -2.069*** -3.096** 0.570 0.094 -0.379**
(7.441) (0.539) (1.569) (1.037) (0.236) (0.155)
community_id65 -8.766 -2.238*** -2.288 -0.544 -0.206 -0.446***
(6.828) (0.495) (1.440) (0.952) (0.217) (0.142)
community_id27 -8.538 -1.317** -5.686*** -2.592** 0.199 -0.702***
(8.929) (0.647) (1.883) (1.245) (0.283) (0.185)
community_id115 -8.363 -2.062*** -5.328*** -1.944** 0.119 -0.462***
(5.899) (0.427) (1.244) (0.823) (0.187) (0.123)
community_id25 -8.312 -2.602*** -3.448* -2.687** 0.151 -0.369**
(8.929) (0.647) (1.883) (1.245) (0.283) (0.185)
community_id74 -8.222 -2.618*** -4.512*** -0.179 -0.388* -0.353***
(6.255) (0.453) (1.319) (0.872) (0.198) (0.130)
community_id36 -7.444 -1.287** -4.078*** -1.094 -0.181 -0.525***
(7.127) (0.516) (1.503) (0.994) (0.226) (0.148)
community_id24 -7.311 -1.873*** -3.949*** -2.371*** -0.033 -0.596***
(6.589) (0.477) (1.389) (0.919) (0.209) (0.137)
community_id88 -7.238 -1.595*** -5.420*** -1.127 -0.039 -0.350***
(6.335) (0.459) (1.336) (0.883) (0.201) (0.132)
community_id15 -7.190 -1.643*** -1.719 -0.300 -0.352* -0.262**
(5.866) (0.425) (1.237) (0.818) (0.186) (0.122)
community_id19 -7.084 -1.000** -2.725* 1.672* 0.059 -0.456***
(6.625) (0.480) (1.397) (0.924) (0.210) (0.138)
community_id101 -7.078 -1.725*** -4.275*** 1.574* 0.078 -0.475***
(6.625) (0.480) (1.397) (0.924) (0.210) (0.138)
community_id77 -6.865 -1.777*** -3.901*** 2.531*** -0.071 -0.094
(5.707) (0.413) (1.203) (0.796) (0.181) (0.119)
community_id119 -5.952 -1.787*** -3.707*** -1.044 0.190 -0.542***
(6.743) (0.488) (1.422) (0.940) (0.214) (0.140)
community_id12 -5.914 -1.884*** -3.612*** -1.979** -0.280 0.102
(5.537) (0.401) (1.167) (0.772) (0.176) (0.115)
community_id103 -5.875 -1.262** -5.128*** -0.494 -0.081 -0.550***
(7.127) (0.516) (1.503) (0.994) (0.226) (0.148)
community_id38 -5.872 -2.181*** -3.020** 0.840 -0.193 -0.365**
(7.184) (0.520) (1.515) (1.002) (0.228) (0.149)
community_id95 -5.510 -1.578*** -4.381*** -1.739* -0.123 -0.472***
(7.372) (0.534) (1.554) (1.028) (0.234) (0.153)
community_id8 -5.259 -1.146*** -3.986*** -1.503* -0.226 0.148
(5.645) (0.409) (1.190) (0.787) (0.179) (0.117)
community_id80 0.153 -2.253*** -3.621*** -1.751** -0.060 -0.311**
(5.866) (0.425) (1.237) (0.818) (0.186) (0.122)
community_id81 -5.224 -3.275*** -2.448** -1.386* -0.211 -0.224*
(5.681) (0.412) (1.198) (0.792) (0.180) (0.118)
community_id82 0.695 -1.889*** -2.560** -0.724 -0.183 -0.336***
(5.508) (0.399) (1.161) (0.768) (0.175) (0.114)
community_id85 -4.608 -0.112 -4.190*** 1.468* 0.132 -0.600***
(5.899) (0.427) (1.244) (0.823) (0.187) (0.123)
community_id89 16.801*** -0.847* -4.643*** 0.891 -0.155 -0.431***
(6.112) (0.443) (1.289) (0.852) (0.194) (0.127)
community_id18 -4.988 -3.197*** -4.782*** -3.508*** -0.670*** -0.714***
(8.031) (0.582) (1.693) (1.120) (0.255) (0.167)
community_id100 -4.934 -1.695*** -4.053*** -1.744** 0.094 -0.233*
(6.335) (0.459) (1.336) (0.883) (0.201) (0.132)
community_id66 -4.910 -1.807*** -6.142*** 0.456 -0.206 -0.382**
(7.244) (0.525) (1.527) (1.010) (0.230) (0.150)
community_id45 -4.555 -1.217*** -3.450*** -1.683** 0.114 -0.528***
(6.048) (0.438) (1.275) (0.843) (0.192) (0.126)
community_id21 -4.252 -2.734*** -3.805** -1.351 0.101 -0.524***
(7.751) (0.561) (1.634) (1.081) (0.246) (0.161)
community_id102 -4.111 -2.174*** -4.710*** -2.877*** -0.301 -0.488***
(7.019) (0.508) (1.480) (0.979) (0.223) (0.146)
community_id105 -4.031 -0.162 -4.242*** 2.095** -0.011 -0.583***
(7.372) (0.534) (1.554) (1.028) (0.234) (0.153)
community_id54 -3.682 -1.549*** -4.363*** -0.583 -0.029 -0.426***
(5.600) (0.406) (1.181) (0.781) (0.178) (0.116)
community_id41 -3.497 -1.928*** -1.708 -2.641** -0.157 -0.460***
(7.751) (0.561) (1.634) (1.081) (0.246) (0.161)
community_id114 -3.389 -1.697*** -3.621*** -1.741* 0.044 -0.518***
(6.454) (0.467) (1.361) (0.900) (0.205) (0.134)
community_id37 -3.176 -1.971*** -2.794** -1.290 -0.130 -0.581***
(6.364) (0.461) (1.342) (0.887) (0.202) (0.132)
community_id90 -2.924 -0.537 -3.228 -2.544* -0.018 -0.312
(9.938) (0.720) (2.095) (1.386) (0.315) (0.206)
community_id96 -1.967 -2.032*** -3.318** -2.130* -0.430* -0.405**
(7.933) (0.575) (1.672) (1.106) (0.252) (0.165)
community_id75 -1.761 -2.505*** -4.981*** -0.126 -0.404* -0.122
(6.969) (0.505) (1.469) (0.972) (0.221) (0.145)
community_id98 -1.252 -1.212** -2.731* -1.611* -0.039 -0.528***
(6.873) (0.498) (1.449) (0.958) (0.218) (0.143)
community_id63 -1.026 -2.277*** -2.380 -0.031 -0.084 -0.155
(7.307) (0.529) (1.541) (1.019) (0.232) (0.152)
community_id109 -0.858 -1.745*** -3.153** -0.389 0.250 -0.328**
(6.873) (0.498) (1.449) (0.958) (0.218) (0.143)
community_id6 -0.478 -1.474*** -3.509*** -1.622* -0.175 -0.391***
(6.229) (0.451) (1.313) (0.869) (0.198) (0.129)
community_id61 12.267* -3.335*** -3.481** -2.134** -0.449** -0.494***
(7.184) (0.520) (1.515) (1.002) (0.228) (0.149)
community_id68 -0.233 -1.412*** -1.139 0.170 -0.242 -0.500***
(6.454) (0.467) (1.361) (0.900) (0.205) (0.134)
community_id57 -0.246 -2.140*** -3.288*** -1.762** -0.228 -0.565***
(5.720) (0.414) (1.206) (0.798) (0.181) (0.119)
community_id73 0.082 -1.575*** -5.446*** 1.805* -0.613*** -0.052
(6.969) (0.505) (1.469) (0.972) (0.221) (0.145)
community_id58 0.606 -1.836*** -2.868* 1.759* 0.203 -0.326**
(7.588) (0.550) (1.600) (1.058) (0.241) (0.158)
community_id50 0.746 -1.240*** -3.153** -1.373 -0.363* -0.364***
(6.090) (0.441) (1.284) (0.849) (0.193) (0.127)
community_id116 0.758 -2.607*** -4.509*** -0.989 -0.159 -0.516***
(5.367) (0.389) (1.132) (0.748) (0.170) (0.111)
community_id17 0.825 -1.880*** -4.783*** -1.202 -0.402** -0.142
(5.917) (0.429) (1.247) (0.825) (0.188) (0.123)
community_id55 0.986 -1.444*** -1.842 -0.457 0.229 -0.467***
(5.720) (0.414) (1.206) (0.798) (0.181) (0.119)
community_id7 1.543 -2.023*** -2.492 -1.877* 0.044 -0.250
(7.372) (0.534) (1.554) (1.028) (0.234) (0.153)
community_id107 1.822 -0.296 -0.599 -0.153 -0.184 -0.489***
(6.112) (0.443) (1.289) (0.852) (0.194) (0.127)
community_id104 2.078 -2.188*** -3.077** 1.387 0.346* -0.526***
(6.393) (0.463) (1.348) (0.891) (0.203) (0.133)
community_id26 2.129 -1.262** -3.428** -2.469** 0.044 -0.375**
(7.127) (0.516) (1.503) (0.994) (0.226) (0.148)
community_id51 2.677 -1.473*** -2.149 -0.524 -0.339 -0.566***
(6.702) (0.485) (1.413) (0.935) (0.213) (0.139)
community_id34 3.060 -2.248*** -4.006*** -2.830*** -0.073 -0.607***
(6.702) (0.485) (1.413) (0.935) (0.213) (0.139)
community_id47 3.831 -1.474*** -0.915 -1.565* 0.002 -0.500***
(6.743) (0.488) (1.422) (0.940) (0.214) (0.140)
community_id10 4.174 -2.678*** 0.180 -1.244 -0.073 0.050
(7.839) (0.568) (1.653) (1.093) (0.249) (0.163)
community_id33 5.098 -1.927*** -2.474 -1.393 0.082 -0.508***
(7.588) (0.550) (1.600) (1.058) (0.241) (0.158)
community_id14 5.673 -0.525 -0.410 0.814 -0.347* -0.354***
(6.554) (0.475) (1.382) (0.914) (0.208) (0.136)
community_id91 6.133 -2.226*** -4.702*** -2.684*** -0.078 -0.494***
(6.969) (0.505) (1.469) (0.972) (0.221) (0.145)
community_id117 6.528 -1.956*** -3.532*** 0.420 -0.295* -0.527***
(5.499) (0.398) (1.159) (0.767) (0.174) (0.114)
community_id42 6.639 -1.412*** -1.393 -0.584 0.294 -0.510***
(6.663) (0.483) (1.405) (0.929) (0.211) (0.138)
community_id9 7.572 -1.230** -1.353 -0.090 -0.130 -0.083
(7.588) (0.550) (1.600) (1.058) (0.241) (0.158)
community_id92 11.132* -0.745 -2.230* -0.035 0.259 -0.539***
(6.423) (0.465) (1.354) (0.896) (0.204) (0.133)
community_id97 12.134 -0.897* -5.582*** -0.516 0.066 -0.236
(7.441) (0.539) (1.569) (1.037) (0.236) (0.155)
community_id111 7.726 -1.849*** -2.936** 1.060 0.086 -0.708***
(6.743) (0.488) (1.422) (0.940) (0.214) (0.140)
community_id4 9.124 -1.292** -0.033 0.056 0.014 0.850***
(8.366) (0.606) (1.764) (1.166) (0.265) (0.174)
community_id40 13.990** -2.235*** -4.314*** -2.387*** 0.137 -0.613***
(6.625) (0.480) (1.397) (0.924) (0.210) (0.138)
community_id44 10.407 -0.652 -1.233 0.816 0.054 -0.370***
(6.663) (0.483) (1.405) (0.929) (0.211) (0.138)
community_id13 9.955 -1.039** -2.647* 0.123 -0.216 0.270*
(6.625) (0.480) (1.397) (0.924) (0.210) (0.138)
community_id16 10.159* -1.191*** -2.028 0.677 -0.147 -0.010
(5.952) (0.431) (1.255) (0.830) (0.189) (0.124)
community_id11 11.008 -1.728*** -1.063 -1.334 0.110 -0.276*
(7.244) (0.525) (1.527) (1.010) (0.230) (0.150)
community_id52 11.676* -1.619*** -3.579*** -0.148 0.162 -0.486***
(6.554) (0.475) (1.382) (0.914) (0.208) (0.136)
community_id28 12.221** -1.695*** -4.651*** -2.111** -0.124 -0.257**
(6.157) (0.446) (1.298) (0.858) (0.195) (0.128)
community_id35 12.344 -1.578*** -4.686*** -2.011* -0.506** -0.383**
(7.839) (0.568) (1.653) (1.093) (0.249) (0.163)
community_id31 12.954 -1.995** -6.936*** -1.127 -0.289 -0.583**
(11.199) (0.811) (2.361) (1.562) (0.355) (0.233)
community_id39 13.250* -2.483*** -1.853 -2.187* 0.473* -0.393**
(8.031) (0.582) (1.693) (1.120) (0.255) (0.167)
community_id2 14.674** -1.882*** -1.196 0.946 -0.059 -0.221
(6.625) (0.480) (1.397) (0.924) (0.210) (0.138)
community_id5 25.678*** -1.068* -0.978 1.956* -0.143 0.156
(7.667) (0.555) (1.617) (1.069) (0.243) (0.159)
community_id3 43.527*** -2.974*** -0.290 -2.107 -0.518 -0.500**
(9.938) (0.720) (2.095) (1.386) (0.315) (0.206)
Constant 61.899*** 9.412*** 17.353*** 7.544*** 0.706*** 0.750***
(4.337) (0.314) (0.914) (0.605) (0.138) (0.090)
Observations 6,193 6,193 6,193 6,193 6,193 6,193
R2 0.066 0.077 0.040 0.059 0.032 0.075
Note: p<0.1; p<0.05; p<0.01
Survey Duration
community_id Mean SD Surveys HHSize
84 38.59167 22.81237 24 NA
70 39.55000 32.50068 48 NA
46 41.23889 19.26015 45 NA
79 41.52637 29.67149 67 NA
86 41.58200 28.04742 25 NA
71 42.54359 31.04076 91 NA
43 44.54722 21.33412 48 NA
78 44.83008 27.76532 82 NA
76 44.86893 27.44441 81 NA
93 44.94895 18.97983 79 NA
110 45.95876 29.43080 78 NA
22 47.00990 14.53002 32 NA
49 48.24667 19.45323 45 NA
69 48.40694 28.21296 24 NA
87 48.79770 15.92087 29 NA
29 49.28974 22.65958 26 NA
106 49.59000 28.86814 35 NA
99 49.75598 20.91623 39 NA
59 49.78675 23.40949 39 NA
56 50.02137 21.78994 39 NA
83 50.36612 20.50904 91 NA
23 50.37391 23.11259 23 NA
108 50.42222 25.65079 30 NA
64 50.43092 26.77074 69 NA
112 50.88491 21.38080 74 NA
72 51.12249 33.14088 63 NA
53 51.33699 29.85509 73 NA
94 51.37778 17.77607 30 NA
118 51.85914 26.65852 93 NA
113 51.95926 20.90649 63 NA
62 52.04128 31.42912 65 NA
30 52.40324 27.05681 36 NA
60 52.79826 30.34511 48 NA
20 52.80524 17.78938 35 NA
65 53.13333 26.64896 46 NA
27 53.36111 26.79988 21 NA
115 53.53604 34.81322 80 NA
25 53.58730 30.91213 21 NA
74 53.67698 26.18973 63 NA
36 54.45542 30.08769 40 NA
24 54.58782 29.35338 52 NA
88 54.66139 40.48943 60 NA
15 54.70874 32.40241 82 NA
19 54.81536 23.41478 51 NA
101 54.82059 36.45558 51 NA
77 55.03387 29.32257 93 NA
119 55.94653 33.79020 48 NA
12 55.98519 39.69885 108 NA
103 56.02375 36.95526 40 NA
38 56.02692 33.81842 39 NA
95 56.38935 35.73381 36 NA
8 56.64048 37.87321 98 NA
81 56.67544 31.75204 95 NA
18 56.91131 36.55043 28 NA
100 56.96472 35.08502 60 NA
66 56.98903 33.16343 38 NA
85 57.29146 39.91176 80 NA
45 57.34421 38.12100 72 NA
21 57.64731 28.60282 31 NA
102 57.78849 33.51420 42 NA
105 57.86759 41.18483 36 NA
54 58.21683 22.44566 102 NA
41 58.40215 27.83933 31 NA
114 58.50952 31.20760 56 NA
37 58.72345 30.52331 59 NA
90 58.97500 19.52516 16 NA
96 59.93161 35.30781 29 NA
75 60.13837 46.08880 43 NA
98 60.64704 36.93123 45 NA
63 60.87297 31.24325 37 NA
109 61.04074 36.43569 45 NA
6 61.42135 44.80181 64 NA
57 61.65290 39.16158 92 NA
68 61.66607 41.16748 56 NA
1 61.89902 47.80752 68 NA
73 61.98062 36.22392 43 NA
80 62.05224 30.63086 82 NA
58 62.50455 30.67172 33 NA
82 62.59354 35.25764 111 NA
50 62.64476 44.78127 70 NA
116 62.65742 42.76329 128 NA
17 62.72363 36.64790 79 NA
55 62.88496 46.27156 92 NA
7 63.44167 29.75012 36 NA
107 63.72126 43.52501 69 NA
104 63.97672 37.52290 58 NA
26 64.02792 39.55903 40 NA
51 64.57619 42.94039 49 NA
34 64.95918 44.63983 49 NA
47 65.72986 42.48682 48 NA
10 66.07278 37.29077 30 NA
33 66.99747 39.86040 33 NA
14 67.57233 40.29686 53 NA
91 68.03217 41.41589 43 NA
117 68.42679 43.84345 112 NA
42 68.53800 40.73233 50 NA
9 69.47071 35.33765 33 NA
111 69.62535 39.16217 48 NA
4 71.02333 50.85994 25 NA
13 71.85425 44.08289 51 NA
16 72.05822 38.30201 77 NA
44 72.30600 43.07915 50 NA
11 72.90658 35.49628 38 NA
92 73.03070 40.07840 57 NA
52 73.57516 35.99420 53 NA
97 74.03286 46.82187 35 NA
28 74.12015 54.26787 67 NA
61 74.16624 55.49207 39 NA
35 74.24333 63.26643 30 NA
31 74.85278 48.60568 12 NA
39 75.14881 39.55654 28 NA
40 75.88922 44.83951 51 NA
2 76.57255 54.38287 51 NA
89 78.70048 53.18517 69 NA
5 87.57708 55.64708 32 NA
3 105.42604 47.90820 16 NA