Replication Data for: Was the First Public Health Campaign Successful? by Anderson et al. (doi:10.7910/DVN/KHJ92N)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
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Document Description
Citation
Title:	Replication Data for: Was the First Public Health Campaign Successful? by Anderson et al.
Identification Number:	doi:10.7910/DVN/KHJ92N
Distributor:	Harvard Dataverse
Date of Distribution:	2020-12-15
Version:	1
Bibliographic Citation:	Hsieh, Yuli Lily; Smith, Karen, 2020, "Replication Data for: Was the First Public Health Campaign Successful? by Anderson et al.", https://doi.org/10.7910/DVN/KHJ92N, Harvard Dataverse, V1, UNF:6:aB5Rgmqi/2isAjw9AaZcfQ== [fileUNF]
Study Description
Citation
Title:	Replication Data for: Was the First Public Health Campaign Successful? by Anderson et al.
Identification Number:	doi:10.7910/DVN/KHJ92N
Authoring Entity:	Hsieh, Yuli Lily (Harvard University)
	Smith, Karen (Harvard University)
Distributor:	Harvard Dataverse
Access Authority:	Hsieh, Yuli Lily
Access Authority:	Smith, Karen
Depositor:	Hsieh, Yuli Lily
Date of Deposit:	2020-12-14
Holdings Information:	https://doi.org/10.7910/DVN/KHJ92N
Study Scope
Keywords:	Medicine, Health and Life Sciences, Social Sciences
Abstract:	This data and code replicate and extend the analysis conducted in "Was the First Public Health Campaign Successful?" by Anderson et al (2019). The original dataset included here is also available at the American Economic Journal website. DOI: 10.1257/app.20170411
Methodology and Processing
Sources Statement
Data Access
Notes:	<a href="http://creativecommons.org/publicdomain/zero/1.0">CC0 1.0</a>
Other Study Description Materials
Related Publications
Citation
Title:	Anderson, D. Mark, Kerwin Kofi Charles, Claudio Las Heras Olivares, and Daniel I. Rees. 2019. "Was the First Public Health Campaign Successful?" American Economic Journal: Applied Economics, 11 (2): 143-75. DOI: 10.1257/app.20170411
Bibliographic Citation:	Anderson, D. Mark, Kerwin Kofi Charles, Claudio Las Heras Olivares, and Daniel I. Rees. 2019. "Was the First Public Health Campaign Successful?" American Economic Journal: Applied Economics, 11 (2): 143-75. DOI: 10.1257/app.20170411
File Description--f4258885
File: Data-file-for-table-replications.tab
	Number of cases: 7476 No. of variables per record: 133 Type of File: text/tab-separated-values
Notes:	UNF:6:aB5Rgmqi/2isAjw9AaZcfQ==
Variable Description
List of Variables:	year - Year state - Registration State state_fips city - Registration City city_id state_city_id city_yr_count municipal_index any_intervention_1917 sanatorium_1917 hospital_1917 openair_1917 reporting_1917 disinfect_1917 anti_spit_1917 common_cup_1917 tb_board_1917 dispensary_1917 count_intervention_1917 city_tb_board - =1 if city tb board in effect, =0 o.w. city_tb_board_missing - =1 if city has assoc, but date enact missing, =0 o.w. state_tb_board - =1 if state has established a TB board, =0 otherwise tb_board - =1 if city or state has a TB assoc, =0 o.w. city_reporting_required - =1 if city required reporting of TB, =0 otherwise city_reporting_required_missing - =1 if city required reporting but enact date missing, =0 o.w. state_reporting_required - =1 if state required reporting of TB, =0 otherwise reporting_required - =1 if city or state requires reporting of TB, =0 o.w. anti_spit - =1 if city anti-spitting ordinance in effect, =0 o.w. anti_spit_missing - =1 if city bans spitting but enact date missing, =0 o.w. city_common_cup_ban - =1 if city banned use of common drinking cups, =0 otherwise city_common_cup_ban_missing - =1 if city has a ban but enact date missing, =0 o.w. state_common_cup_ban - =1 if common drinking cup banned in public places, =0 o.w. common_cup_ban - =1 if city ban or state ban = 1, = 0 otherwise city_disinfect_required - =1 if required disinfect. after death, recov., or removal of TB patient, =0 o.w. city_disinfect_required_missing - =1 if city requires disinfect but enact date missing, =0 o.w. state_disinfect_required - =1 if required disinfect. after death, recov., or removal of TB patient, =0 o.w. disinfect_required - =1 if city or state requires disinfection = 1, = 0 otherwise dispensary - =1 if city has a TB dispensary/clinic, =0 otherwise dispensary_count - number of TB dispensaries/clinics in city dispensary_rate - TB dispensaries/clinics per 100,000 pop dispensary_missing - =1 if city had one dispensary but opening date missing, =0 o.w. sanatorium_year - The year a city got its 1st sanatorium sanatorium - =1 if city has a sanatorium, =0 otherwise sanatorium_count - number of sanatoriums in the city sanatorium_capacity - max capacity of sanatoriums in the city sanatorium_rate - sanatoria per 100,000 pop sanatorium_missing - =1 if city had one sanatorium but opening date missing, =0 o.w. state_sanatorium - = 1 if state has a sanatorium, = 0 otherwise state_sanatorium_count - number of sanatoriums in the state state_sanatorium_capacity - max capacity of sanatoriums in the state state_run_sanatorium - =1 if state-run sanatorium in operation, =0 otherwise hospital_year - The year a city got its 1st TB hospital hospital - =1 if city has a tb hospital, =0 otherwise hospital_count - number of hospitals in the city hospital_capacity - max capacity of tb hospitals in the city hospital_rate - tb hospitals per 100,000 pop hospital_missing - =1 if city had one hospital but opening date missing, =0 o.w. openair_year - The year a city got its 1st open air camp openair - =1 if city has an open-air camp, =0 otherwise openair_count - number of open-air camps in the city openair_capacity - max capacity of open-air camps in the city openair_rate - open air camps per 100,000 pop openair_missing - =1 if city had one open air camp but opening date missing, =0 o.w. state_openair - = 1 if state has an open-air camp, = 0 otherwise state_openair_count - number of open air camps in the state state_openair_capacity - max capacity of open-air camps in the state population - Registration City Population (Total) population_imp - city populations with missings imputed pop_ave per_black - % city black per_female - % city female per_foreign - % city foreign per_under18 - % city aged less 18 per_literate - % city literate missing_demographics - =1 if missing demographic information typhoid - Typhoid typhoid_rate - typhoid deaths per 100,000 pop typhoid_rate_quart - typhoid_rate^(1/4) ln_typhoid - ln(typhoid_rate) measles - Measles measles_rate - measles deaths per 100,000 pop measles_rate_quart - measles_rate^(1/4) ln_measles - ln(measles_rate) scarlet - Scarlet fever scarlet_rate - scarlet deaths per 100,000 pop scarlet_rate_quart - scarlet_rate^(1/4) ln_scarlet - ln(scarlet_rate) whoop - Whooping cough whoop_rate - whoop deaths per 100,000 pop whoop_rate_quart - whoop_rate^(1/4) ln_whoop - ln(whoop_rate) dip_croup - Diphtheria and croup dip_croup_rate - dip_croup deaths per 100,000 pop dip_croup_rate_quart - dip_croup_rate^(1/4) ln_dip_croup - ln(dip_croup_rate) influenza - Influenza influenza_rate - influenza deaths per 100,000 pop influenza_rate_quart - influenza_rate^(1/4) ln_influenza - ln(influenza_rate) tb_lungs - TB of the lungs tb_lungs_rate - tb_lungs deaths per 100,000 pop tb_lungs_rate_quart - tb_lungs_rate^(1/4) ln_tb_lungs - ln(tb_lungs_rate) tb_other - Other TB tb_other_rate - tb_other deaths per 100,000 pop tb_other_rate_quart - tb_other_rate^(1/4) ln_tb_other - ln(tb_other_rate) tb tb_rate tb_rate_quart ln_tb pneumonia - Pneumonia pneumonia_rate - pneumonia deaths per 100,000 pop pneumonia_rate_quart - pneumonia_rate^(1/4) ln_pneumonia - ln(pneumonia_rate) flu_pneumonia - flu + pneumonia flu_pneumonia_rate - flu + pneumonia deaths per 100,000 pop flu_pneumonia_rate_quart - flu_pneumonia_rate^(1/4) ln_flu_pneumonia - ln(flu_pneumonia_rate) resp_other - Other respiratory diseases resp_other_rate - resp_other deaths per 100,000 pop resp_other_rate_quart - resp_other_rate^(1/4) ln_resp_other - ln(resp_other_rate) other_airborne_v1 - measles + scarlet + whoop + dip_croup other_airborne_rate_v1 - other airborne illness (without 'other' resp diseases) deaths per 100,000 pop other_airborne_rate_quart_v1 - other_airborne_rate_v1^(1/4) ln_other_airborne_v1 - ln(other_airborne_rate_v1) year_est first_obs not_in_sample contributing_obs ones pop_imp_100000
Variables
Year
f4258885 Location:	Summary Statistics: Mean 1909.3097913322633; Valid 7476.0; Min. 1900.0; Max. 1917.0; StDev 5.123890182788996 Variable Format: numeric Notes: UNF:6:PJZQyX5MkgrIBQP34NDJdw==
Registration State
f4258885 Location:	Variable Format: character Notes: UNF:6:qWNJjk5K7t1zqG2ZxU0FVg==
state_fips
f4258885 Location:	Summary Statistics: Min. 1.0; Valid 7476.0; Mean 30.547752808987415; Max. 55.0; StDev 12.489342358244103; Variable Format: numeric Notes: UNF:6:BD/dIj4Oz6D8U0aE+a3BdQ==
Registration City
f4258885 Location:	Variable Format: character Notes: UNF:6:tMlXIe4qv8auhiDDBtUXdw==
city_id
f4258885 Location:	Summary Statistics: Max. 82.0; Min. 1.0; Mean 21.961878009630396; Valid 7476.0; StDev 18.966988167996234; Variable Format: numeric Notes: UNF:6:E4y1G7ei+hOXWs4V64SvGw==
state_city_id
f4258885 Location:	Summary Statistics: Valid 7476.0; Mean 3076.737158908506; Max. 5524.0; StDev 1251.464653649242; Min. 101.0 Variable Format: numeric Notes: UNF:6:VzSvxmc+Tz8wQDYB+pHacw==
city_yr_count
f4258885 Location:	Summary Statistics: Valid 7476.0; Min. 1.0; Max. 18.0; Mean 15.710807918673092; StDev 3.9813069352160277 Variable Format: numeric Notes: UNF:6:J0gNnW5yHcZuQzihoLo0LQ==
municipal_index
f4258885 Location:	Summary Statistics: Mean 1.3373461744248256; StDev 1.7754631200664281; Min. 0.0; Max. 9.0; Valid 7476.0; Variable Format: numeric Notes: UNF:6:By1GAlep8czilwNQqUcnlg==
any_intervention_1917
f4258885 Location:	Summary Statistics: Min. 0.0; Max. 1.0; Mean 0.7997592295345076; Valid 7476.0; StDev 0.4002072317055839; Variable Format: numeric Notes: UNF:6:TajPLzUGdreeV1fJ2nbqIw==
sanatorium_1917
f4258885 Location:	Summary Statistics: Max. 1.0; Valid 7476.0; Mean 0.16519529159978538; Min. 0.0; StDev 0.3713815506598004; Variable Format: numeric Notes: UNF:6:znSCFYu35pLcF2lvi9R22Q==
hospital_1917
f4258885 Location:	Summary Statistics: Min. 0.0; Mean 0.15141787051899439; StDev 0.3584796903185833; Max. 1.0; Valid 7476.0 Variable Format: numeric Notes: UNF:6:42NlhTSOeoERwg8MesO1dw==
openair_1917
f4258885 Location:	Summary Statistics: Valid 7476.0; StDev 0.3361963704747794; Mean 0.12988228999464904; Min. 0.0; Max. 1.0 Variable Format: numeric Notes: UNF:6:dEL1J7W6KASo+GomtsyFxA==
reporting_1917
f4258885 Location:	Summary Statistics: Mean 0.19756554307115903; Valid 7476.0; Max. 1.0; Min. 0.0; StDev 0.398189160756104; Variable Format: numeric Notes: UNF:6:12Fua7MzB9EF3KAiLIKc3A==
disinfect_1917
f4258885 Location:	Summary Statistics: Max. 1.0; Valid 7476.0; Mean 0.11102193686463428; Min. 0.0; StDev 0.31418031428877546 Variable Format: numeric Notes: UNF:6:mkZHPy3EgosOOxFq3zT7Og==
anti_spit_1917
f4258885 Location:	Summary Statistics: Min. 0.0; Max. 1.0; Valid 7476.0; StDev 0.4744205912687845; Mean 0.3420278223649022; Variable Format: numeric Notes: UNF:6:iXdwf7yVQFJsKWlkDhBXSA==
common_cup_1917
f4258885 Location:	Summary Statistics: StDev 0.21607127985110633; Mean 0.04909042268592971; Valid 7476.0; Max. 1.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:bu7Ieuh7LqZsNqmdu1sAjQ==
tb_board_1917
f4258885 Location:	Summary Statistics: Max. 1.0; Min. 0.0; Mean 0.6808453718566091; Valid 7476.0; StDev 0.4661802452236162 Variable Format: numeric Notes: UNF:6:yI1WbNwWvUQHKBvMCsq3fg==
dispensary_1917
f4258885 Location:	Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.4992955341915132; Mean 0.5271535580524325; Valid 7476.0 Variable Format: numeric Notes: UNF:6:4rluonoFxQkVTDcbTg6I9Q==
count_intervention_1917
f4258885 Location:	Summary Statistics: StDev 2.078077260165474; Min. 0.0; Max. 9.0; Valid 7476.0; Mean 2.354200107009099 Variable Format: numeric Notes: UNF:6:K5mecI8zKwDHpA2NQ0S8ew==
=1 if city tb board in effect, =0 o.w.
f4258885 Location:	Summary Statistics: StDev 0.4798223970605886; Mean 0.35928303905832054; Valid 7476.0; Min. 0.0; Max. 1.0; Variable Format: numeric Notes: UNF:6:ZWlPw2Fd7FLfpj0iZTCrZQ==
=1 if city has assoc, but date enact missing, =0 o.w.
f4258885 Location:	Summary Statistics: Min. 0.0; Valid 7476.0; StDev 0.06923050081278624; Max. 1.0; Mean 0.004815409309790981 Variable Format: numeric Notes: UNF:6:R7j8E8ZgDLovnged3YVGPg==
=1 if state has established a TB board, =0 otherwise
f4258885 Location:	Summary Statistics: Min. 0.0; Valid 7476.0; StDev 0.4501722293592164; Max. 1.0; Mean 0.6988723916009137; Variable Format: numeric Notes: UNF:6:liTTtdxhvNyC/UpHeJ1Txw==
=1 if city or state has a TB assoc, =0 o.w.
f4258885 Location:	Summary Statistics: Mean 0.7002407704654935; Max. 1.0; Valid 7476.0; Min. 0.0; StDev 0.4581830579551365 Variable Format: numeric Notes: UNF:6:Nd731KUqXxJIuClNmBSHLA==
=1 if city required reporting of TB, =0 otherwise
f4258885 Location:	Summary Statistics: Min. 0.0; StDev 0.3372244352636212; Max. 1.0; Mean 0.13081861958266472; Valid 7476.0 Variable Format: numeric Notes: UNF:6:9IHXKESAmTh6sCcAH2nLzQ==
=1 if city required reporting but enact date missing, =0 o.w.
f4258885 Location:	Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.27108755178579164; Mean 0.07985553772070664; Valid 7476.0 Variable Format: numeric Notes: UNF:6:ypj+m+ozfb7fTKVAk/YS8A==
=1 if state required reporting of TB, =0 otherwise
f4258885 Location:	Summary Statistics: Max. 1.0; Mean 0.5121722846441915; StDev 0.49988524731307876; Valid 7476.0; Min. 0.0; Variable Format: numeric Notes: UNF:6:CibuiuOhBrdKO4snh1tPYw==
=1 if city or state requires reporting of TB, =0 o.w.
f4258885 Location:	Summary Statistics: Max. 1.0; StDev 0.49519023116617134; Valid 7476.0; Mean 0.5694221508828258; Min. 0.0; Variable Format: numeric Notes: UNF:6:aRxEhjonf8R967s8kl2pdA==
=1 if city anti-spitting ordinance in effect, =0 o.w.
f4258885 Location:	Summary Statistics: Mean 0.2720706260032089; Max. 1.0; StDev 0.4450558338141063; Min. 0.0; Valid 7476.0; Variable Format: numeric Notes: UNF:6:WmpC5LVppc2/aLsVdKlM+w==
=1 if city bans spitting but enact date missing, =0 o.w.
f4258885 Location:	Summary Statistics: Mean 0.06246655965757006; Max. 1.0; StDev 0.242017196282235; Min. 0.0; Valid 7476.0 Variable Format: numeric Notes: UNF:6:z5L/Vu/+ZdmWzasQ2rIGuA==
=1 if city banned use of common drinking cups, =0 otherwise
f4258885 Location:	Summary Statistics: Mean 0.018191546281434247; Max. 1.0; Min. 0.0; Valid 7476.0; StDev 0.13365254694584786 Variable Format: numeric Notes: UNF:6:TVyql1Cg+foLwhE3kkhfIQ==
=1 if city has a ban but enact date missing, =0 o.w.
f4258885 Location:	Summary Statistics: StDev 0.23182438332699107; Max. 1.0; Min. 0.0; Valid 7476.0; Mean 0.05698234349920168 Variable Format: numeric Notes: UNF:6:JvaIjCDdeaOy9478o363Sg==
=1 if common drinking cup banned in public places, =0 o.w.
f4258885 Location:	Summary Statistics: Max. 1.0; Mean 0.109951845906908; StDev 0.31285065039638654; Min. 0.0; Valid 7476.0; Variable Format: numeric Notes: UNF:6:ScnWtBf+lem/VjI/bn3cRA==
=1 if city ban or state ban = 1, = 0 otherwise
f4258885 Location:	Summary Statistics: StDev 0.3308168599957897; Min. 0.0; Max. 1.0; Mean 0.12506688068485183; Valid 7476.0 Variable Format: numeric Notes: UNF:6:mr/ERjOiL+aAbxNLzwN4sQ==
=1 if required disinfect. after death, recov., or removal of TB patient, =0 o.w.
f4258885 Location:	Summary Statistics: Max. 1.0; Mean 0.06634563937934738; StDev 0.2489019532335185; Valid 7476.0; Min. 0.0; Variable Format: numeric Notes: UNF:6:Y5HQPYb0WFT077n1VAOhGw==
=1 if city requires disinfect but enact date missing, =0 o.w.
f4258885 Location:	Summary Statistics: Min. 0.0; Valid 7476.0; Max. 1.0; Mean 0.22512038523274616; StDev 0.41768951866241943 Variable Format: numeric Notes: UNF:6:xjX4GXWkWKpHpvwyndRKHw==
=1 if required disinfect. after death, recov., or removal of TB patient, =0 o.w.
f4258885 Location:	Summary Statistics: StDev 0.26900286047346406; Min. 0.0; Mean 0.07851792402354071; Max. 1.0; Valid 7476.0 Variable Format: numeric Notes: UNF:6:0ChftDD6RFJOMAbF3s/j/Q==
=1 if city or state requires disinfection = 1, = 0 otherwise
f4258885 Location:	Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.3463651137111859; Mean 0.13937934724451356; Valid 7476.0 Variable Format: numeric Notes: UNF:6:BFUR4m3+sNJkciUMHOcbhg==
=1 if city has a TB dispensary/clinic, =0 otherwise
f4258885 Location:	Summary Statistics: StDev 0.438314584312674; Max. 1.0; Mean 0.25936329588015034; Min. 0.0; Valid 7476.0 Variable Format: numeric Notes: UNF:6:uRPoekayHHNBEBCQcooXWQ==
number of TB dispensaries/clinics in city
f4258885 Location:	Summary Statistics: Mean 0.4222846441947598; Min. 0.0; Max. 46.0; StDev 1.7880258495237809; Valid 7476.0 Variable Format: numeric Notes: UNF:6:EBZbJOy8RG4wpHCpmIhZ3Q==
TB dispensaries/clinics per 100,000 pop
f4258885 Location:	Summary Statistics: StDev 1.905256287627632; Min. 0.0; Mean 0.8156623216624918; Valid 7476.0; Max. 13.227513313293457 Variable Format: numeric Notes: UNF:6:xUaT1070GdGJB0v8e2yH6Q==
=1 if city had one dispensary but opening date missing, =0 o.w.
f4258885 Location:	Summary Statistics: StDev 0.16901285289062998; Valid 7476.0; Mean 0.029427501337613217; Min. 0.0; Max. 1.0 Variable Format: numeric Notes: UNF:6:fG9I1a8gBkQY27pZAH5FEA==
The year a city got its 1st sanatorium
f4258885 Location:	Summary Statistics: Max. 1919.0; StDev 5.985144008023818; Mean 1910.119139123751; Min. 1880.0; Valid 1301.0 Variable Format: numeric Notes: UNF:6:UZ+mWTkWdWRov9rk/dLoVg==
=1 if city has a sanatorium, =0 otherwise
f4258885 Location:	Summary Statistics: Min. 0.0; Max. 1.0; Mean 0.07771535580524369; StDev 0.267741046529956; Valid 7476.0 Variable Format: numeric Notes: UNF:6:tS7P6vPvBeFE7BcXhbktHg==
number of sanatoriums in the city
f4258885 Location:	Summary Statistics: StDev 0.4722300597716645; Min. 0.0; Valid 7476.0; Mean 0.10914927768860477; Max. 7.0 Variable Format: numeric Notes: UNF:6:QrrHLUw7Amzh54lUJANk/A==
max capacity of sanatoriums in the city
f4258885 Location:	Summary Statistics: Mean 11.412768817204235; StDev 71.9003296128365; Min. 0.0; Max. 1300.0; Valid 7440.0 Variable Format: numeric Notes: UNF:6:sQQJy+/hm+eleZJ7wnurlQ==
sanatoria per 100,000 pop
f4258885 Location:	Summary Statistics: Mean 0.2452400912589996; Valid 7476.0; Min. 0.0; Max. 25.959577560424805; StDev 1.3436416378934688 Variable Format: numeric Notes: UNF:6:NQ1FDw2BQ65X8FDi2ymPPw==
=1 if city had one sanatorium but opening date missing, =0 o.w.
f4258885 Location:	Summary Statistics: Valid 7476.0; Min. 0.0; StDev 0.08468707051547826; Mean 0.007223113964687159; Max. 1.0 Variable Format: numeric Notes: UNF:6:eWqM3CROd5dt/H6a+gUHtw==
= 1 if state has a sanatorium, = 0 otherwise
f4258885 Location:	Summary Statistics: Valid 7476.0; StDev 0.4578314249152487; Mean 0.7010433386837889; Min. 0.0; Max. 1.0 Variable Format: numeric Notes: UNF:6:oaSg0R4+vg/phNqQXBXb/A==
number of sanatoriums in the state
f4258885 Location:	Summary Statistics: Max. 17.0; StDev 3.6354727704413756; Min. 0.0; Valid 7476.0; Mean 2.9476993044408575; Variable Format: numeric Notes: UNF:6:dJI7b0pG6mCBmvnTypiLxQ==
max capacity of sanatoriums in the state
f4258885 Location:	Summary Statistics: Min. 0.0; Valid 7476.0; Mean 317.84590690208034; Max. 2045.0; StDev 481.40846374069463; Variable Format: numeric Notes: UNF:6:u329VxLjBrUNHepUGsod5Q==
=1 if state-run sanatorium in operation, =0 otherwise
f4258885 Location:	Summary Statistics: Max. 1.0; Mean 0.5543071161048689; StDev 0.4970752331450558; Valid 7476.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:tfLWuK+XBrcLeX1LC4kWqg==
The year a city got its 1st TB hospital
f4258885 Location:	Summary Statistics: StDev 7.826170510188053; Min. 1882.0; Max. 1919.0; Mean 1906.9795918367347; Valid 1176.0; Variable Format: numeric Notes: UNF:6:wFLeLGrL/b2f7kkJOdMTsw==
=1 if city has a tb hospital, =0 otherwise
f4258885 Location:	Summary Statistics: Mean 0.0862760834670947; StDev 0.2807900764722839; Max. 1.0; Valid 7476.0; Min. 0.0; Variable Format: numeric Notes: UNF:6:lU1XTaYN4bEQ7EcvLw/u4w==
number of hospitals in the city
f4258885 Location:	Summary Statistics: Mean 0.12800963081861907; Valid 7476.0; Max. 11.0; Min. 0.0; StDev 0.5748921414973602; Variable Format: numeric Notes: UNF:6:sGMW+TURQylLyIdMOcpLBw==
max capacity of tb hospitals in the city
f4258885 Location:	Summary Statistics: Max. 3507.0; Mean 16.711577248890798; StDev 141.41202657663916; Valid 7437.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:h9V0BUSQsNpgVtucs6uDqQ==
tb hospitals per 100,000 pop
f4258885 Location:	Summary Statistics: Mean 0.11628836404468422; Min. 0.0; Valid 7476.0; Max. 6.110601902008057; StDev 0.5220052243759876 Variable Format: numeric Notes: UNF:6:mFLjtL7cQTIBRRRW36F7EQ==
=1 if city had one hospital but opening date missing, =0 o.w.
f4258885 Location:	Summary Statistics: Mean 0.004815409309790802; Min. 0.0; Valid 7476.0; Max. 1.0; StDev 0.06923050081278823 Variable Format: numeric Notes: UNF:6:YVH1BQZ0MWUW6n+oo4nOyA==
The year a city got its 1st open air camp
f4258885 Location:	Summary Statistics: StDev 2.965561694252618; Max. 1919.0; Valid 1008.0; Min. 1900.0; Mean 1909.423611111111 Variable Format: numeric Notes: UNF:6:VRjU3ixidZaIl4CNPfd7Fg==
=1 if city has an open-air camp, =0 otherwise
f4258885 Location:	Summary Statistics: Mean 0.06728196896736105; StDev 0.2505264476080274; Min. 0.0; Max. 1.0; Valid 7476.0 Variable Format: numeric Notes: UNF:6:SiZSW+9nYk8Rd74g7/swDw==
number of open-air camps in the city
f4258885 Location:	Summary Statistics: Mean 0.08373461744248278; StDev 0.42301389233433073; Valid 7476.0; Max. 9.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:GLumgde5PhwlIeSrur3U3g==
max capacity of open-air camps in the city
f4258885 Location:	Summary Statistics: Valid 7436.0; Min. 0.0; Mean 3.6777837547067644; Max. 996.0; StDev 37.03750796990931 Variable Format: numeric Notes: UNF:6:nEenCDTVR2xwV9w/JaKD1w==
open air camps per 100,000 pop
f4258885 Location:	Summary Statistics: StDev 0.6800664584269367; Max. 10.395009994506836; Min. 0.0; Valid 7476.0; Mean 0.12383090510093576; Variable Format: numeric Notes: UNF:6:5ZXh/dwDhaDeG4jQ0u/Z1A==
=1 if city had one open air camp but opening date missing, =0 o.w.
f4258885 Location:	Summary Statistics: Min. 0.0; Mean 0.0016051364365971775; Max. 1.0; StDev 0.04003466451603413; Valid 7476.0 Variable Format: numeric Notes: UNF:6:BhY4XoGF95TYsCtq17MbDw==
= 1 if state has an open-air camp, = 0 otherwise
f4258885 Location:	Summary Statistics: StDev 0.4997967487739674; Valid 7476.0; Mean 0.48461744248261623; Min. 0.0; Max. 1.0 Variable Format: numeric Notes: UNF:6:+v/884E7lLrOcwJXf6ggFg==
number of open air camps in the state
f4258885 Location:	Summary Statistics: Mean 2.5699571963616545; Valid 7476.0; StDev 4.196549185747894; Min. 0.0; Max. 16.0 Variable Format: numeric Notes: UNF:6:bRjJjtf81Kw+f83SmCEiMA==
max capacity of open-air camps in the state
f4258885 Location:	Summary Statistics: Max. 1258.0; Mean 129.3776083467018; Valid 7476.0; StDev 297.2278837038251; Min. 0.0; Variable Format: numeric Notes: UNF:6:AsshRAW44Tq2ecKJ3AxaDQ==
Registration City Population (Total)
f4258885 Location:	Summary Statistics: StDev 267069.780250546; Max. 5400348.0; Mean 69807.25141853596; Valid 7402.0; Min. 7560.0 Variable Format: numeric Notes: UNF:6:0d5YTT4n25ir24gyz4kA4w==
city populations with missings imputed
f4258885 Location:	Summary Statistics: Valid 7441.0; Min. 7560.0; Max. 5400348.0; Mean 70068.85284235935; StDev 266500.3846841016; Variable Format: numeric Notes: UNF:6:kUczzottqQjUXU9cq6CrrA==
pop_ave
f4258885 Location:	Summary Statistics: Valid 7476.0; StDev 262739.8829650267; Max. 4454322.5; Min. 0.0; Mean 69740.81425542122 Variable Format: numeric Notes: UNF:6:8A17W1Ac/fxI46SbsQv3EQ==
% city black
f4258885 Location:	Summary Statistics: Max. 0.6281481385231018; Min. 0.0; Valid 7476.0; Mean 0.046201293869245964; StDev 0.10051781147936024; Variable Format: numeric Notes: UNF:6:2uk+jjiowWlEKqdLTa/W0A==
% city female
f4258885 Location:	Summary Statistics: Max. 0.6818181872367859; Mean 0.48594268372729865; Valid 7476.0; Min. 0.0; StDev 0.1061705856609448 Variable Format: numeric Notes: UNF:6:tzXkmXOF3BjP5FDYWcYO1w==
% city foreign
f4258885 Location:	Summary Statistics: Max. 0.6090225577354431; StDev 0.12054506633828684; Mean 0.19235680915638956; Min. 0.0; Valid 7476.0; Variable Format: numeric Notes: UNF:6:8kohlxlU9QyhCmupwtj2rw==
% city aged less 18
f4258885 Location:	Summary Statistics: Min. 0.0; StDev 0.08190850761554772; Max. 0.5283018946647644; Valid 7476.0; Mean 0.3222496808747232 Variable Format: numeric Notes: UNF:6:/AufWi1X/S/C26LWzvcH1w==
% city literate
f4258885 Location:	Summary Statistics: StDev 0.1625678570536556; Max. 0.9099099040031433; Min. 0.0; Mean 0.731628286288408; Valid 7476.0 Variable Format: numeric Notes: UNF:6:R0CjK14ULSi8JL/CUjIlhQ==
=1 if missing demographic information
f4258885 Location:	Summary Statistics: Mean 0.0420010700909581; Min. 0.0; Max. 1.0; StDev 0.2006049926491831; Valid 7476.0; Variable Format: numeric Notes: UNF:6:TvTAFVseUedDC6WbEAwqPQ==
Typhoid
f4258885 Location:	Summary Statistics: Mean 16.247057249866348; Max. 1078.0; Min. 0.0; Valid 7476.0; StDev 50.384165221341426 Variable Format: numeric Notes: UNF:6:r8RKVnv5EjQTp74IOM2xNQ==
typhoid deaths per 100,000 pop
f4258885 Location:	Summary Statistics: Max. 351.4146728515625; Mean 28.011353324764; Valid 7441.0; Min. 0.0; StDev 28.59802983200022; Variable Format: numeric Notes: UNF:6:AISLl8bJbBPXEUqX7wTakg==
typhoid_rate^(1/4)
f4258885 Location:	Summary Statistics: StDev 0.7537531314835051; Valid 7441.0; Mean 2.0236651911047963; Max. 4.329671859741211; Min. 0.0 Variable Format: numeric Notes: UNF:6:pb0COMSJjYZ9oZ23T1j2lg==
ln(typhoid_rate)
f4258885 Location:	Summary Statistics: Mean 3.082322276211991; Valid 6819.0; Max. 5.861967086791992; Min. 0.13496097922325134; StDev 0.8344324819753561 Variable Format: numeric Notes: UNF:6:x7CccydAid0bPsrmtN0I/Q==
Measles
f4258885 Location:	Summary Statistics: Min. 0.0; StDev 38.548299321944526; Valid 7476.0; Max. 1006.0; Mean 7.519796682717987; Variable Format: numeric Notes: UNF:6:f4e8hjWLVOkSgbN+a+A8NA==
measles deaths per 100,000 pop
f4258885 Location:	Summary Statistics: Min. 0.0; Mean 9.834633146035113; Max. 326.7772216796875; StDev 16.471717778666516; Valid 7441.0 Variable Format: numeric Notes: UNF:6:ThZX1zUI+2xA6Q7gXMXQIQ==
measles_rate^(1/4)
f4258885 Location:	Summary Statistics: Mean 1.128099276932672; Max. 4.251703262329102; Min. 0.0; Valid 7441.0; StDev 0.9622672918546625 Variable Format: numeric Notes: UNF:6:AGZDBN2amVVdSoGGpZti6Q==
ln(measles_rate)
f4258885 Location:	Summary Statistics: Max. 5.789278507232666; Mean 2.3270052919691158; Min. -1.350703477859497; StDev 0.967772411383601; Valid 4558.0 Variable Format: numeric Notes: UNF:6:VHxeWs/QVGOYB0TiwpD75g==
Scarlet fever
f4258885 Location:	Summary Statistics: Mean 7.20064205457461; Max. 1355.0; Min. 0.0; StDev 45.164921180861846; Valid 7476.0 Variable Format: numeric Notes: UNF:6:n2QPWDpcLgEi0485EfbSQw==
scarlet deaths per 100,000 pop
f4258885 Location:	Summary Statistics: StDev 16.55374302869841; Max. 312.0998840332031; Valid 7441.0; Mean 7.9113734558870945; Min. 0.0; Variable Format: numeric Notes: UNF:6:qDL2OFxCyaPYqs2quruEOw==
scarlet_rate^(1/4)
f4258885 Location:	Summary Statistics: Valid 7441.0; Mean 1.029151045487879; StDev 0.9186975254369395; Max. 4.2031354904174805; Min. 0.0 Variable Format: numeric Notes: UNF:6:9gbY+uOUWopFdqgNvsp4lA==
ln(scarlet_rate)
f4258885 Location:	Summary Statistics: Mean 2.112435974639677; Max. 5.74332332611084; StDev 0.9401466369306947; Min. -1.3277008533477783; Valid 4391.0; Variable Format: numeric Notes: UNF:6:JeGWl1HdIXEf2CF2VHwrMw==
Whooping cough
f4258885 Location:	Summary Statistics: Min. 0.0; StDev 25.335203586828268; Mean 7.354735152487948; Valid 7476.0; Max. 577.0 Variable Format: numeric Notes: UNF:6:fOb+nap/pSmMt9qAQLCV8Q==
whoop deaths per 100,000 pop
f4258885 Location:	Summary Statistics: Max. 239.3; Mean 11.873644355124918; Min. 0.0; Valid 7441.0; StDev 14.299017124342873; Variable Format: numeric Notes: UNF:6:Mq5t68QEIJvoI2kqR/8MdQ==
whoop_rate^(1/4)
f4258885 Location:	Summary Statistics: Mean 1.405831915030414; StDev 0.8804550292003035; Valid 7441.0; Min. 0.0; Max. 3.9331061840057373 Variable Format: numeric Notes: UNF:6:vHarSv2iCEFMj3Lnm6DE4w==
ln(whoop_rate)
f4258885 Location:	Summary Statistics: Min. -0.6511004567146301; Max. 5.477717876434326; StDev 0.8194632885756749; Mean 2.438312418945166; Valid 5569.0 Variable Format: numeric Notes: UNF:6:zOOyJ6D9+XUvuQwPJSeS5A==
Diphtheria and croup
f4258885 Location:	Summary Statistics: Min. 0.0; StDev 95.58899212832634; Max. 2258.0; Mean 18.447298020331665; Valid 7476.0 Variable Format: numeric Notes: UNF:6:trGBnsYbbHmUtF49axPZlA==
dip_croup deaths per 100,000 pop
f4258885 Location:	Summary Statistics: StDev 22.407425257423235; Valid 7441.0; Mean 22.28729328460931; Min. 0.0; Max. 331.1 Variable Format: numeric Notes: UNF:6:cTf/CWjfCpxbxjkQGeC7Mw==
dip_croup_rate^(1/4)
f4258885 Location:	Summary Statistics: Valid 7441.0; StDev 0.7850134765347124; Max. 4.265695095062256; Mean 1.871354193300382; Min. 0.0; Variable Format: numeric Notes: UNF:6:vk7KkHJlGc+LiyNHyI2xAw==
ln(dip_croup_rate)
f4258885 Location:	Summary Statistics: StDev 0.7867086304400208; Min. -0.33491387963294983; Valid 6573.0; Max. 5.802420616149902; Mean 2.9258299489177837 Variable Format: numeric Notes: UNF:6:xQFqdZzj8+stWUITrLkiKA==
Influenza
f4258885 Location:	Summary Statistics: Mean 9.419876939539897; StDev 28.755021097179064; Max. 707.0; Valid 7476.0; Min. 0.0; Variable Format: numeric Notes: UNF:6:/CoqyPiqLXdUS8V3QsHLFg==
influenza deaths per 100,000 pop
f4258885 Location:	Summary Statistics: Valid 7441.0; Min. 0.0; Mean 17.436832119020433; Max. 181.02438354492188; StDev 17.20633861574456 Variable Format: numeric Notes: UNF:6:p4TbPvIIkTz3hPVsh07ziA==
influenza_rate^(1/4)
f4258885 Location:	Summary Statistics: StDev 0.7466680394079513; Min. 0.0; Mean 1.7536379022153514; Max. 3.668041706085205; Valid 7441.0 Variable Format: numeric Notes: UNF:6:Rmlabg3QwTVYJP9/huHO5g==
ln(influenza_rate)
f4258885 Location:	Summary Statistics: Valid 6551.0; Mean 2.6763998788709387; Min. -0.712042510509491; Max. 5.198631763458252; StDev 0.802995441444289; Variable Format: numeric Notes: UNF:6:XY/lYWrx5fW3amnDAKXfhw==
TB of the lungs
f4258885 Location:	Summary Statistics: StDev 495.32731026584435; Min. 0.0; Max. 9204.0; Valid 7476.0; Mean 113.7978865703596; Variable Format: numeric Notes: UNF:6:1ASXErpSAidpmPetayh+fQ==
tb_lungs deaths per 100,000 pop
f4258885 Location:	Summary Statistics: Valid 7441.0; StDev 78.76901397279129; Max. 924.4338989257812; Mean 141.42541294203025; Min. 0.0 Variable Format: numeric Notes: UNF:6:11P2ydbIdL1opT/5jhjvZg==
tb_lungs_rate^(1/4)
f4258885 Location:	Summary Statistics: StDev 0.4363990377493383; Mean 3.363895770747591; Min. 0.0; Max. 5.514028072357178; Valid 7441.0; Variable Format: numeric Notes: UNF:6:veNMbHceMArbfDbf8Y3Yog==
ln(tb_lungs_rate)
f4258885 Location:	Summary Statistics: Max. 6.829181671142578; Mean 4.820428427676878; Valid 7439.0; StDev 0.5155258760198111; Min. 2.131493091583252 Variable Format: numeric Notes: UNF:6:OidxVWonjC+9UCSQXZkheQ==
Other TB
f4258885 Location:	Summary Statistics: Min. 0.0; StDev 55.98560884067763; Max. 1352.0; Valid 7476.0; Mean 12.906233279828832; Variable Format: numeric Notes: UNF:6:S5Ca/n8CISYswbvQpszXWw==
tb_other deaths per 100,000 pop
f4258885 Location:	Summary Statistics: StDev 13.264045147931146; Mean 17.584760316657906; Max. 143.07614135742188; Valid 7441.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:+HGaS0a1AKmLwQjYJZZgbQ==
tb_other_rate^(1/4)
f4258885 Location:	Summary Statistics: Mean 1.8299199838244857; Min. 0.0; Valid 7441.0; StDev 0.6717163806895958; Max. 3.4585320949554443; Variable Format: numeric Notes: UNF:6:BMKSU+Xt/lcxazn+1x6ulA==
ln(tb_other_rate)
f4258885 Location:	Summary Statistics: Min. 0.32567474246025085; Mean 2.770851942615841; StDev 0.6461598128593996; Valid 6724.0; Max. 4.963376998901367; Variable Format: numeric Notes: UNF:6:hCaMulmLVy4iAJMIjP8flQ==
tb
f4258885 Location:	Summary Statistics: Min. 0.0; StDev 545.8122143308902; Max. 10233.0; Mean 126.70411985018644; Valid 7476.0; Variable Format: numeric Notes: UNF:6:JlNSDdHXbrhI2iupwJOuiQ==
tb_rate
f4258885 Location:	Summary Statistics: Min. 0.0; Max. 1034.6875; Mean 159.02814939729763; Valid 7441.0; StDev 83.97345910390959 Variable Format: numeric Notes: UNF:6:5uheRkqxpZd6VzCkE/tR2w==
tb_rate_quart
f4258885 Location:	Summary Statistics: StDev 0.4321985497769839; Max. 5.6715569496154785; Valid 7441.0; Min. 0.0; Mean 3.470795119726728; Variable Format: numeric Notes: UNF:6:g2n0f/vuwTJgx3Y1M04MxA==
ln_tb
f4258885 Location:	Summary Statistics: Valid 7440.0; Mean 4.947244319383815; Max. 6.941854953765869; Min. 2.0768847465515137; StDev 0.49846002621241536; Variable Format: numeric Notes: UNF:6:suQokiKzw+xSV/Nz45PWBw==
Pneumonia
f4258885 Location:	Summary Statistics: Min. 0.0; Max. 10700.0; StDev 486.3065659517258; Valid 7476.0; Mean 103.8836276083473 Variable Format: numeric Notes: UNF:6:0Yb0im6jxbiHj6XLvJvtkQ==
pneumonia deaths per 100,000 pop
f4258885 Location:	Summary Statistics: Mean 130.65667885378068; Valid 7441.0; Max. 835.681640625; Min. 0.0; StDev 60.89623357222717 Variable Format: numeric Notes: UNF:6:rXk8XKwD3nvAvXZjogyOtg==
pneumonia_rate^(1/4)
f4258885 Location:	Summary Statistics: StDev 0.3879769905953623; Valid 7441.0; Max. 5.376630783081055; Mean 3.3155660476916546; Min. 0.0; Variable Format: numeric Notes: UNF:6:y1lOANuUrtylHAQrnw/QlQ==
ln(pneumonia_rate)
f4258885 Location:	Summary Statistics: Valid 7437.0; StDev 0.4704356963988199; Max. 6.72824764251709; Mean 4.76958328901447; Min. 1.5600764751434326; Variable Format: numeric Notes: UNF:6:71jWzJHBYdML9/p59yDlrg==
flu + pneumonia
f4258885 Location:	Summary Statistics: Mean 113.30350454788523; Valid 7476.0; StDev 510.3469702203942; Max. 11086.0; Min. 0.0; Variable Format: numeric Notes: UNF:6:QyKaBeaJW85LCG5ZN0z9xw==
flu + pneumonia deaths per 100,000 pop
f4258885 Location:	Summary Statistics: Max. 884.267822265625; StDev 64.28413188268868; Valid 7441.0; Min. 0.0; Mean 148.10667753770682 Variable Format: numeric Notes: UNF:6:A6OB9rKXF9uetl/SK4lUTw==
flu_pneumonia_rate^(1/4)
f4258885 Location:	Summary Statistics: Mean 3.429729730944178; Min. 0.0; Max. 5.453131198883057; StDev 0.3728334564143989; Valid 7441.0 Variable Format: numeric Notes: UNF:6:7QUc00P50dEOntdxxqDOww==
ln(flu_pneumonia_rate)
f4258885 Location:	Summary Statistics: Mean 4.907195188791172; Max. 6.784759998321533; StDev 0.4411976258944569; Valid 7439.0; Min. 1.2981003522872925 Variable Format: numeric Notes: UNF:6:CwZYibv7dS9Ney/ta48cug==
Other respiratory diseases
f4258885 Location:	Summary Statistics: Min. 0.0; Valid 7476.0; Max. 7243.0; StDev 253.91526348213512; Mean 39.9094435527025; Variable Format: numeric Notes: UNF:6:mjUOGjHRry5ZCBzszzLBHw==
resp_other deaths per 100,000 pop
f4258885 Location:	Summary Statistics: Mean 47.70153238395423; Valid 7441.0; Max. 766.2218017578125; StDev 45.705107621966675; Min. 0.0 Variable Format: numeric Notes: UNF:6:ONMemTxIZPihNr2DaJ0c2A==
resp_other_rate^(1/4)
f4258885 Location:	Summary Statistics: Valid 7441.0; Mean 2.3444943737717767; Min. 0.0; StDev 0.7791512351652202; Max. 5.261246204376221; Variable Format: numeric Notes: UNF:6:K3sjpBfKEbyZJNiy8ZRZRQ==
ln(resp_other_rate)
f4258885 Location:	Summary Statistics: StDev 0.9920368182674845; Valid 7091.0; Max. 6.641471862792969; Mean 3.4806969406908315; Min. -0.043145693838596344 Variable Format: numeric Notes: UNF:6:GcxvNyTtVnX+j4Z7foj6JA==
measles + scarlet + whoop + dip_croup
f4258885 Location:	Summary Statistics: Mean 40.52247191011237; StDev 194.72498099638526; Max. 4160.0; Valid 7476.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:DQKT0/RZy4H/SvLxzLoqIg==
other airborne illness (without 'other' resp diseases) deaths per 100,000 pop
f4258885 Location:	Summary Statistics: Mean 51.924397887922154; Valid 7441.0; Min. 0.0; StDev 40.68615982487348; Max. 480.5683288574219 Variable Format: numeric Notes: UNF:6:FNLbxwAHttAEKLKvPX3KMQ==
other_airborne_rate_v1^(1/4)
f4258885 Location:	Summary Statistics: Mean 2.515844660794733; Valid 7441.0; StDev 0.6070005640035976; Max. 4.682079315185547; Min. 0.0; Variable Format: numeric Notes: UNF:6:W0mrb1q/oJjCElOjDcsVcg==
ln(other_airborne_rate_v1)
f4258885 Location:	Summary Statistics: Mean 3.718323246645638; Max. 6.17496919631958; Valid 7264.0; Min. 0.570292592048645; StDev 0.750020539859139; Variable Format: numeric Notes: UNF:6:mQ6gh9Bteq4iCy/hKdVODA==
year_est
f4258885 Location:	Summary Statistics: Max. 1915.0; Valid 1478.0; Mean 1906.160351826793; StDev 4.900015656162409; Min. 1888.0 Variable Format: numeric Notes: UNF:6:UFNu3DFVKpxxszOz/m1hdg==
first_obs
f4258885 Location:	Summary Statistics: StDev 0.26108525386813625; Valid 7476.0; Mean 0.07356875334403434; Min. 0.0; Max. 1.0; Variable Format: numeric Notes: UNF:6:5tCcPh1ulu3/F3pN0MPDsw==
not_in_sample
f4258885 Location:	Summary Statistics: Valid 7476.0; Max. 1.0; Mean 0.0049491706795076786; Min. 0.0; StDev 0.07018073246038734; Variable Format: numeric Notes: UNF:6:pC59RKwl68qwqsoc5HCa5A==
contributing_obs
f4258885 Location:	Summary Statistics: Max. 18.0; StDev 4.051579678572836; Valid 7473.0; Min. 0.0; Mean 15.68111869396497 Variable Format: numeric Notes: UNF:6:P8qfNbjE2BYpVxsVAIB2Kw==
ones
f4258885 Location:	Summary Statistics: Max. 1.0; Valid 7476.0; Mean 1.0; StDev 0.0; Min. 1.0 Variable Format: numeric Notes: UNF:6:Ebu1Bx2f9v0rLvNDNiUiZQ==
pop_imp_100000
f4258885 Location:	Summary Statistics: Valid 7441.0; StDev 2.6650038478256586; Max. 54.00347900390625; Min. 0.07559999823570251; Mean 0.7006885281050227 Variable Format: numeric Notes: UNF:6:99/fC4Xr+ro/xGHvIaAueg==
Other Study-Related Materials
Label:	Anderson-et-al_Replication_Extension.R
Notes:	type/x-r-syntax

Document Description

Citation

Title:

Replication Data for: Was the First Public Health Campaign Successful? by Anderson et al.

Identification Number:

doi:10.7910/DVN/KHJ92N

Distributor:

Harvard Dataverse

Date of Distribution:

2020-12-15

Version:

Bibliographic Citation:

Hsieh, Yuli Lily; Smith, Karen, 2020, "Replication Data for: Was the First Public Health Campaign Successful? by Anderson et al.", https://doi.org/10.7910/DVN/KHJ92N, Harvard Dataverse, V1, UNF:6:aB5Rgmqi/2isAjw9AaZcfQ== [fileUNF]

Study Description

Citation

Title:

Replication Data for: Was the First Public Health Campaign Successful? by Anderson et al.

Identification Number:

doi:10.7910/DVN/KHJ92N

Authoring Entity:

Hsieh, Yuli Lily (Harvard University)

Smith, Karen (Harvard University)

Distributor:

Harvard Dataverse

Access Authority:

Hsieh, Yuli Lily

Access Authority:

Smith, Karen

Depositor:

Hsieh, Yuli Lily

Date of Deposit:

2020-12-14

Holdings Information:

https://doi.org/10.7910/DVN/KHJ92N

Study Scope

Keywords:

Medicine, Health and Life Sciences, Social Sciences

Abstract:

This data and code replicate and extend the analysis conducted in "Was the First Public Health Campaign Successful?" by Anderson et al (2019). The original dataset included here is also available at the American Economic Journal website. DOI: 10.1257/app.20170411

Methodology and Processing

Sources Statement

Data Access

Notes:

Other Study Description Materials

Related Publications

Citation

Title:

Anderson, D. Mark, Kerwin Kofi Charles, Claudio Las Heras Olivares, and Daniel I. Rees. 2019. "Was the First Public Health Campaign Successful?" American Economic Journal: Applied Economics, 11 (2): 143-75. DOI: 10.1257/app.20170411

Bibliographic Citation:

File Description--f4258885

File: Data-file-for-table-replications.tab

Number of cases: 7476
No. of variables per record: 133
Type of File: text/tab-separated-values

Notes:

UNF:6:aB5Rgmqi/2isAjw9AaZcfQ==

Variable Description

List of Variables:

year - Year
state - Registration State
state_fips
city - Registration City
city_id
state_city_id
city_yr_count
municipal_index
any_intervention_1917
sanatorium_1917
hospital_1917
openair_1917
reporting_1917
disinfect_1917
anti_spit_1917
common_cup_1917
tb_board_1917
dispensary_1917
count_intervention_1917
city_tb_board - =1 if city tb board in effect, =0 o.w.
city_tb_board_missing - =1 if city has assoc, but date enact missing, =0 o.w.
state_tb_board - =1 if state has established a TB board, =0 otherwise
tb_board - =1 if city or state has a TB assoc, =0 o.w.
city_reporting_required - =1 if city required reporting of TB, =0 otherwise
city_reporting_required_missing - =1 if city required reporting but enact date missing, =0 o.w.
state_reporting_required - =1 if state required reporting of TB, =0 otherwise
reporting_required - =1 if city or state requires reporting of TB, =0 o.w.
anti_spit - =1 if city anti-spitting ordinance in effect, =0 o.w.
anti_spit_missing - =1 if city bans spitting but enact date missing, =0 o.w.
city_common_cup_ban - =1 if city banned use of common drinking cups, =0 otherwise
city_common_cup_ban_missing - =1 if city has a ban but enact date missing, =0 o.w.
state_common_cup_ban - =1 if common drinking cup banned in public places, =0 o.w.
common_cup_ban - =1 if city ban or state ban = 1, = 0 otherwise
city_disinfect_required - =1 if required disinfect. after death, recov., or removal of TB patient, =0 o.w.
city_disinfect_required_missing - =1 if city requires disinfect but enact date missing, =0 o.w.
state_disinfect_required - =1 if required disinfect. after death, recov., or removal of TB patient, =0 o.w.
disinfect_required - =1 if city or state requires disinfection = 1, = 0 otherwise
dispensary - =1 if city has a TB dispensary/clinic, =0 otherwise
dispensary_count - number of TB dispensaries/clinics in city
dispensary_rate - TB dispensaries/clinics per 100,000 pop
dispensary_missing - =1 if city had one dispensary but opening date missing, =0 o.w.
sanatorium_year - The year a city got its 1st sanatorium
sanatorium - =1 if city has a sanatorium, =0 otherwise
sanatorium_count - number of sanatoriums in the city
sanatorium_capacity - max capacity of sanatoriums in the city
sanatorium_rate - sanatoria per 100,000 pop
sanatorium_missing - =1 if city had one sanatorium but opening date missing, =0 o.w.
state_sanatorium - = 1 if state has a sanatorium, = 0 otherwise
state_sanatorium_count - number of sanatoriums in the state
state_sanatorium_capacity - max capacity of sanatoriums in the state
state_run_sanatorium - =1 if state-run sanatorium in operation, =0 otherwise
hospital_year - The year a city got its 1st TB hospital
hospital - =1 if city has a tb hospital, =0 otherwise
hospital_count - number of hospitals in the city
hospital_capacity - max capacity of tb hospitals in the city
hospital_rate - tb hospitals per 100,000 pop
hospital_missing - =1 if city had one hospital but opening date missing, =0 o.w.
openair_year - The year a city got its 1st open air camp
openair - =1 if city has an open-air camp, =0 otherwise
openair_count - number of open-air camps in the city
openair_capacity - max capacity of open-air camps in the city
openair_rate - open air camps per 100,000 pop
openair_missing - =1 if city had one open air camp but opening date missing, =0 o.w.
state_openair - = 1 if state has an open-air camp, = 0 otherwise
state_openair_count - number of open air camps in the state
state_openair_capacity - max capacity of open-air camps in the state
population - Registration City Population (Total)
population_imp - city populations with missings imputed
pop_ave
per_black - % city black
per_female - % city female
per_foreign - % city foreign
per_under18 - % city aged less 18
per_literate - % city literate
missing_demographics - =1 if missing demographic information
typhoid - Typhoid
typhoid_rate - typhoid deaths per 100,000 pop
typhoid_rate_quart - typhoid_rate^(1/4)
ln_typhoid - ln(typhoid_rate)
measles - Measles
measles_rate - measles deaths per 100,000 pop
measles_rate_quart - measles_rate^(1/4)
ln_measles - ln(measles_rate)
scarlet - Scarlet fever
scarlet_rate - scarlet deaths per 100,000 pop
scarlet_rate_quart - scarlet_rate^(1/4)
ln_scarlet - ln(scarlet_rate)
whoop - Whooping cough
whoop_rate - whoop deaths per 100,000 pop
whoop_rate_quart - whoop_rate^(1/4)
ln_whoop - ln(whoop_rate)
dip_croup - Diphtheria and croup
dip_croup_rate - dip_croup deaths per 100,000 pop
dip_croup_rate_quart - dip_croup_rate^(1/4)
ln_dip_croup - ln(dip_croup_rate)
influenza - Influenza
influenza_rate - influenza deaths per 100,000 pop
influenza_rate_quart - influenza_rate^(1/4)
ln_influenza - ln(influenza_rate)
tb_lungs - TB of the lungs
tb_lungs_rate - tb_lungs deaths per 100,000 pop
tb_lungs_rate_quart - tb_lungs_rate^(1/4)
ln_tb_lungs - ln(tb_lungs_rate)
tb_other - Other TB
tb_other_rate - tb_other deaths per 100,000 pop
tb_other_rate_quart - tb_other_rate^(1/4)
ln_tb_other - ln(tb_other_rate)
tb
tb_rate
tb_rate_quart
ln_tb
pneumonia - Pneumonia
pneumonia_rate - pneumonia deaths per 100,000 pop
pneumonia_rate_quart - pneumonia_rate^(1/4)
ln_pneumonia - ln(pneumonia_rate)
flu_pneumonia - flu + pneumonia
flu_pneumonia_rate - flu + pneumonia deaths per 100,000 pop
flu_pneumonia_rate_quart - flu_pneumonia_rate^(1/4)
ln_flu_pneumonia - ln(flu_pneumonia_rate)
resp_other - Other respiratory diseases
resp_other_rate - resp_other deaths per 100,000 pop
resp_other_rate_quart - resp_other_rate^(1/4)
ln_resp_other - ln(resp_other_rate)
other_airborne_v1 - measles + scarlet + whoop + dip_croup
other_airborne_rate_v1 - other airborne illness (without 'other' resp diseases) deaths per 100,000 pop
other_airborne_rate_quart_v1 - other_airborne_rate_v1^(1/4)
ln_other_airborne_v1 - ln(other_airborne_rate_v1)
year_est
first_obs
not_in_sample
contributing_obs
ones
pop_imp_100000

Variables

Year

f4258885 Location:

Summary Statistics: Mean 1909.3097913322633; Valid 7476.0; Min. 1900.0; Max. 1917.0; StDev 5.123890182788996

Variable Format: numeric

Notes: UNF:6:PJZQyX5MkgrIBQP34NDJdw==

Registration State

f4258885 Location:

Variable Format: character

Notes: UNF:6:qWNJjk5K7t1zqG2ZxU0FVg==

state_fips

f4258885 Location:

Summary Statistics: Min. 1.0; Valid 7476.0; Mean 30.547752808987415; Max. 55.0; StDev 12.489342358244103;

Variable Format: numeric

Notes: UNF:6:BD/dIj4Oz6D8U0aE+a3BdQ==

Registration City

f4258885 Location:

Variable Format: character

Notes: UNF:6:tMlXIe4qv8auhiDDBtUXdw==

city_id

f4258885 Location:

Summary Statistics: Max. 82.0; Min. 1.0; Mean 21.961878009630396; Valid 7476.0; StDev 18.966988167996234;

Variable Format: numeric

Notes: UNF:6:E4y1G7ei+hOXWs4V64SvGw==

state_city_id

f4258885 Location:

Summary Statistics: Valid 7476.0; Mean 3076.737158908506; Max. 5524.0; StDev 1251.464653649242; Min. 101.0

Variable Format: numeric

Notes: UNF:6:VzSvxmc+Tz8wQDYB+pHacw==

city_yr_count

f4258885 Location:

Summary Statistics: Valid 7476.0; Min. 1.0; Max. 18.0; Mean 15.710807918673092; StDev 3.9813069352160277

Variable Format: numeric

Notes: UNF:6:J0gNnW5yHcZuQzihoLo0LQ==

municipal_index

f4258885 Location:

Summary Statistics: Mean 1.3373461744248256; StDev 1.7754631200664281; Min. 0.0; Max. 9.0; Valid 7476.0;

Variable Format: numeric

Notes: UNF:6:By1GAlep8czilwNQqUcnlg==

any_intervention_1917

f4258885 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Mean 0.7997592295345076; Valid 7476.0; StDev 0.4002072317055839;

Variable Format: numeric

Notes: UNF:6:TajPLzUGdreeV1fJ2nbqIw==

sanatorium_1917

f4258885 Location:

Summary Statistics: Max. 1.0; Valid 7476.0; Mean 0.16519529159978538; Min. 0.0; StDev 0.3713815506598004;

Variable Format: numeric

Notes: UNF:6:znSCFYu35pLcF2lvi9R22Q==

hospital_1917

f4258885 Location:

Summary Statistics: Min. 0.0; Mean 0.15141787051899439; StDev 0.3584796903185833; Max. 1.0; Valid 7476.0

Variable Format: numeric

Notes: UNF:6:42NlhTSOeoERwg8MesO1dw==

openair_1917

f4258885 Location:

Summary Statistics: Valid 7476.0; StDev 0.3361963704747794; Mean 0.12988228999464904; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:dEL1J7W6KASo+GomtsyFxA==

reporting_1917

f4258885 Location:

Summary Statistics: Mean 0.19756554307115903; Valid 7476.0; Max. 1.0; Min. 0.0; StDev 0.398189160756104;

Variable Format: numeric

Notes: UNF:6:12Fua7MzB9EF3KAiLIKc3A==

disinfect_1917

f4258885 Location:

Summary Statistics: Max. 1.0; Valid 7476.0; Mean 0.11102193686463428; Min. 0.0; StDev 0.31418031428877546

Variable Format: numeric

Notes: UNF:6:mkZHPy3EgosOOxFq3zT7Og==

anti_spit_1917

f4258885 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Valid 7476.0; StDev 0.4744205912687845; Mean 0.3420278223649022;

Variable Format: numeric

Notes: UNF:6:iXdwf7yVQFJsKWlkDhBXSA==

common_cup_1917

f4258885 Location:

Summary Statistics: StDev 0.21607127985110633; Mean 0.04909042268592971; Valid 7476.0; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:bu7Ieuh7LqZsNqmdu1sAjQ==

tb_board_1917

f4258885 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Mean 0.6808453718566091; Valid 7476.0; StDev 0.4661802452236162

Variable Format: numeric

Notes: UNF:6:yI1WbNwWvUQHKBvMCsq3fg==

dispensary_1917

f4258885 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.4992955341915132; Mean 0.5271535580524325; Valid 7476.0

Variable Format: numeric

Notes: UNF:6:4rluonoFxQkVTDcbTg6I9Q==

count_intervention_1917

f4258885 Location:

Summary Statistics: StDev 2.078077260165474; Min. 0.0; Max. 9.0; Valid 7476.0; Mean 2.354200107009099

Variable Format: numeric

Notes: UNF:6:K5mecI8zKwDHpA2NQ0S8ew==

=1 if city tb board in effect, =0 o.w.

f4258885 Location:

Summary Statistics: StDev 0.4798223970605886; Mean 0.35928303905832054; Valid 7476.0; Min. 0.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:ZWlPw2Fd7FLfpj0iZTCrZQ==

=1 if city has assoc, but date enact missing, =0 o.w.

f4258885 Location:

Summary Statistics: Min. 0.0; Valid 7476.0; StDev 0.06923050081278624; Max. 1.0; Mean 0.004815409309790981

Variable Format: numeric

Notes: UNF:6:R7j8E8ZgDLovnged3YVGPg==

=1 if state has established a TB board, =0 otherwise

f4258885 Location:

Summary Statistics: Min. 0.0; Valid 7476.0; StDev 0.4501722293592164; Max. 1.0; Mean 0.6988723916009137;

Variable Format: numeric

Notes: UNF:6:liTTtdxhvNyC/UpHeJ1Txw==

=1 if city or state has a TB assoc, =0 o.w.

f4258885 Location:

Summary Statistics: Mean 0.7002407704654935; Max. 1.0; Valid 7476.0; Min. 0.0; StDev 0.4581830579551365

Variable Format: numeric

Notes: UNF:6:Nd731KUqXxJIuClNmBSHLA==

=1 if city required reporting of TB, =0 otherwise

f4258885 Location:

Summary Statistics: Min. 0.0; StDev 0.3372244352636212; Max. 1.0; Mean 0.13081861958266472; Valid 7476.0

Variable Format: numeric

Notes: UNF:6:9IHXKESAmTh6sCcAH2nLzQ==

=1 if city required reporting but enact date missing, =0 o.w.

f4258885 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.27108755178579164; Mean 0.07985553772070664; Valid 7476.0

Variable Format: numeric

Notes: UNF:6:ypj+m+ozfb7fTKVAk/YS8A==

=1 if state required reporting of TB, =0 otherwise

f4258885 Location:

Summary Statistics: Max. 1.0; Mean 0.5121722846441915; StDev 0.49988524731307876; Valid 7476.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:CibuiuOhBrdKO4snh1tPYw==

=1 if city or state requires reporting of TB, =0 o.w.

f4258885 Location:

Summary Statistics: Max. 1.0; StDev 0.49519023116617134; Valid 7476.0; Mean 0.5694221508828258; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:aRxEhjonf8R967s8kl2pdA==

=1 if city anti-spitting ordinance in effect, =0 o.w.

f4258885 Location:

Summary Statistics: Mean 0.2720706260032089; Max. 1.0; StDev 0.4450558338141063; Min. 0.0; Valid 7476.0;

Variable Format: numeric

Notes: UNF:6:WmpC5LVppc2/aLsVdKlM+w==

=1 if city bans spitting but enact date missing, =0 o.w.

f4258885 Location:

Summary Statistics: Mean 0.06246655965757006; Max. 1.0; StDev 0.242017196282235; Min. 0.0; Valid 7476.0

Variable Format: numeric

Notes: UNF:6:z5L/Vu/+ZdmWzasQ2rIGuA==

=1 if city banned use of common drinking cups, =0 otherwise

f4258885 Location:

Summary Statistics: Mean 0.018191546281434247; Max. 1.0; Min. 0.0; Valid 7476.0; StDev 0.13365254694584786

Variable Format: numeric

Notes: UNF:6:TVyql1Cg+foLwhE3kkhfIQ==

=1 if city has a ban but enact date missing, =0 o.w.

f4258885 Location:

Summary Statistics: StDev 0.23182438332699107; Max. 1.0; Min. 0.0; Valid 7476.0; Mean 0.05698234349920168

Variable Format: numeric

Notes: UNF:6:JvaIjCDdeaOy9478o363Sg==

=1 if common drinking cup banned in public places, =0 o.w.

f4258885 Location:

Summary Statistics: Max. 1.0; Mean 0.109951845906908; StDev 0.31285065039638654; Min. 0.0; Valid 7476.0;

Variable Format: numeric

Notes: UNF:6:ScnWtBf+lem/VjI/bn3cRA==

=1 if city ban or state ban = 1, = 0 otherwise

f4258885 Location:

Summary Statistics: StDev 0.3308168599957897; Min. 0.0; Max. 1.0; Mean 0.12506688068485183; Valid 7476.0

Variable Format: numeric

Notes: UNF:6:mr/ERjOiL+aAbxNLzwN4sQ==

=1 if required disinfect. after death, recov., or removal of TB patient, =0 o.w.

f4258885 Location:

Summary Statistics: Max. 1.0; Mean 0.06634563937934738; StDev 0.2489019532335185; Valid 7476.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:Y5HQPYb0WFT077n1VAOhGw==

=1 if city requires disinfect but enact date missing, =0 o.w.

f4258885 Location:

Summary Statistics: Min. 0.0; Valid 7476.0; Max. 1.0; Mean 0.22512038523274616; StDev 0.41768951866241943

Variable Format: numeric

Notes: UNF:6:xjX4GXWkWKpHpvwyndRKHw==

=1 if required disinfect. after death, recov., or removal of TB patient, =0 o.w.

f4258885 Location:

Summary Statistics: StDev 0.26900286047346406; Min. 0.0; Mean 0.07851792402354071; Max. 1.0; Valid 7476.0

Variable Format: numeric

Notes: UNF:6:0ChftDD6RFJOMAbF3s/j/Q==

=1 if city or state requires disinfection = 1, = 0 otherwise

f4258885 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.3463651137111859; Mean 0.13937934724451356; Valid 7476.0

Variable Format: numeric

Notes: UNF:6:BFUR4m3+sNJkciUMHOcbhg==

=1 if city has a TB dispensary/clinic, =0 otherwise

f4258885 Location:

Summary Statistics: StDev 0.438314584312674; Max. 1.0; Mean 0.25936329588015034; Min. 0.0; Valid 7476.0

Variable Format: numeric

Notes: UNF:6:uRPoekayHHNBEBCQcooXWQ==

number of TB dispensaries/clinics in city

f4258885 Location:

Summary Statistics: Mean 0.4222846441947598; Min. 0.0; Max. 46.0; StDev 1.7880258495237809; Valid 7476.0

Variable Format: numeric

Notes: UNF:6:EBZbJOy8RG4wpHCpmIhZ3Q==

TB dispensaries/clinics per 100,000 pop

f4258885 Location:

Summary Statistics: StDev 1.905256287627632; Min. 0.0; Mean 0.8156623216624918; Valid 7476.0; Max. 13.227513313293457

Variable Format: numeric

Notes: UNF:6:xUaT1070GdGJB0v8e2yH6Q==

=1 if city had one dispensary but opening date missing, =0 o.w.

f4258885 Location:

Summary Statistics: StDev 0.16901285289062998; Valid 7476.0; Mean 0.029427501337613217; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:fG9I1a8gBkQY27pZAH5FEA==

The year a city got its 1st sanatorium

f4258885 Location:

Summary Statistics: Max. 1919.0; StDev 5.985144008023818; Mean 1910.119139123751; Min. 1880.0; Valid 1301.0

Variable Format: numeric

Notes: UNF:6:UZ+mWTkWdWRov9rk/dLoVg==

=1 if city has a sanatorium, =0 otherwise

f4258885 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Mean 0.07771535580524369; StDev 0.267741046529956; Valid 7476.0

Variable Format: numeric

Notes: UNF:6:tS7P6vPvBeFE7BcXhbktHg==

number of sanatoriums in the city

f4258885 Location:

Summary Statistics: StDev 0.4722300597716645; Min. 0.0; Valid 7476.0; Mean 0.10914927768860477; Max. 7.0

Variable Format: numeric

Notes: UNF:6:QrrHLUw7Amzh54lUJANk/A==

max capacity of sanatoriums in the city

f4258885 Location:

Summary Statistics: Mean 11.412768817204235; StDev 71.9003296128365; Min. 0.0; Max. 1300.0; Valid 7440.0

Variable Format: numeric

Notes: UNF:6:sQQJy+/hm+eleZJ7wnurlQ==

sanatoria per 100,000 pop

f4258885 Location:

Summary Statistics: Mean 0.2452400912589996; Valid 7476.0; Min. 0.0; Max. 25.959577560424805; StDev 1.3436416378934688

Variable Format: numeric

Notes: UNF:6:NQ1FDw2BQ65X8FDi2ymPPw==

=1 if city had one sanatorium but opening date missing, =0 o.w.

f4258885 Location:

Summary Statistics: Valid 7476.0; Min. 0.0; StDev 0.08468707051547826; Mean 0.007223113964687159; Max. 1.0

Variable Format: numeric

Notes: UNF:6:eWqM3CROd5dt/H6a+gUHtw==

= 1 if state has a sanatorium, = 0 otherwise

f4258885 Location:

Summary Statistics: Valid 7476.0; StDev 0.4578314249152487; Mean 0.7010433386837889; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:oaSg0R4+vg/phNqQXBXb/A==

number of sanatoriums in the state

f4258885 Location:

Summary Statistics: Max. 17.0; StDev 3.6354727704413756; Min. 0.0; Valid 7476.0; Mean 2.9476993044408575;

Variable Format: numeric

Notes: UNF:6:dJI7b0pG6mCBmvnTypiLxQ==

max capacity of sanatoriums in the state

f4258885 Location:

Summary Statistics: Min. 0.0; Valid 7476.0; Mean 317.84590690208034; Max. 2045.0; StDev 481.40846374069463;

Variable Format: numeric

Notes: UNF:6:u329VxLjBrUNHepUGsod5Q==

=1 if state-run sanatorium in operation, =0 otherwise

f4258885 Location:

Summary Statistics: Max. 1.0; Mean 0.5543071161048689; StDev 0.4970752331450558; Valid 7476.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:tfLWuK+XBrcLeX1LC4kWqg==

The year a city got its 1st TB hospital

f4258885 Location:

Summary Statistics: StDev 7.826170510188053; Min. 1882.0; Max. 1919.0; Mean 1906.9795918367347; Valid 1176.0;

Variable Format: numeric

Notes: UNF:6:wFLeLGrL/b2f7kkJOdMTsw==

=1 if city has a tb hospital, =0 otherwise

f4258885 Location:

Summary Statistics: Mean 0.0862760834670947; StDev 0.2807900764722839; Max. 1.0; Valid 7476.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:lU1XTaYN4bEQ7EcvLw/u4w==

number of hospitals in the city

f4258885 Location:

Summary Statistics: Mean 0.12800963081861907; Valid 7476.0; Max. 11.0; Min. 0.0; StDev 0.5748921414973602;

Variable Format: numeric

Notes: UNF:6:sGMW+TURQylLyIdMOcpLBw==

max capacity of tb hospitals in the city

f4258885 Location:

Summary Statistics: Max. 3507.0; Mean 16.711577248890798; StDev 141.41202657663916; Valid 7437.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:h9V0BUSQsNpgVtucs6uDqQ==

tb hospitals per 100,000 pop

f4258885 Location:

Summary Statistics: Mean 0.11628836404468422; Min. 0.0; Valid 7476.0; Max. 6.110601902008057; StDev 0.5220052243759876

Variable Format: numeric

Notes: UNF:6:mFLjtL7cQTIBRRRW36F7EQ==

=1 if city had one hospital but opening date missing, =0 o.w.

f4258885 Location:

Summary Statistics: Mean 0.004815409309790802; Min. 0.0; Valid 7476.0; Max. 1.0; StDev 0.06923050081278823

Variable Format: numeric

Notes: UNF:6:YVH1BQZ0MWUW6n+oo4nOyA==

The year a city got its 1st open air camp

f4258885 Location:

Summary Statistics: StDev 2.965561694252618; Max. 1919.0; Valid 1008.0; Min. 1900.0; Mean 1909.423611111111

Variable Format: numeric

Notes: UNF:6:VRjU3ixidZaIl4CNPfd7Fg==

=1 if city has an open-air camp, =0 otherwise

f4258885 Location:

Summary Statistics: Mean 0.06728196896736105; StDev 0.2505264476080274; Min. 0.0; Max. 1.0; Valid 7476.0

Variable Format: numeric

Notes: UNF:6:SiZSW+9nYk8Rd74g7/swDw==

number of open-air camps in the city

f4258885 Location:

Summary Statistics: Mean 0.08373461744248278; StDev 0.42301389233433073; Valid 7476.0; Max. 9.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:GLumgde5PhwlIeSrur3U3g==

max capacity of open-air camps in the city

f4258885 Location:

Summary Statistics: Valid 7436.0; Min. 0.0; Mean 3.6777837547067644; Max. 996.0; StDev 37.03750796990931

Variable Format: numeric

Notes: UNF:6:nEenCDTVR2xwV9w/JaKD1w==

open air camps per 100,000 pop

f4258885 Location:

Summary Statistics: StDev 0.6800664584269367; Max. 10.395009994506836; Min. 0.0; Valid 7476.0; Mean 0.12383090510093576;

Variable Format: numeric

Notes: UNF:6:5ZXh/dwDhaDeG4jQ0u/Z1A==

=1 if city had one open air camp but opening date missing, =0 o.w.

f4258885 Location:

Summary Statistics: Min. 0.0; Mean 0.0016051364365971775; Max. 1.0; StDev 0.04003466451603413; Valid 7476.0

Variable Format: numeric

Notes: UNF:6:BhY4XoGF95TYsCtq17MbDw==

= 1 if state has an open-air camp, = 0 otherwise

f4258885 Location:

Summary Statistics: StDev 0.4997967487739674; Valid 7476.0; Mean 0.48461744248261623; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:+v/884E7lLrOcwJXf6ggFg==

number of open air camps in the state

f4258885 Location:

Summary Statistics: Mean 2.5699571963616545; Valid 7476.0; StDev 4.196549185747894; Min. 0.0; Max. 16.0

Variable Format: numeric

Notes: UNF:6:bRjJjtf81Kw+f83SmCEiMA==

max capacity of open-air camps in the state

f4258885 Location:

Summary Statistics: Max. 1258.0; Mean 129.3776083467018; Valid 7476.0; StDev 297.2278837038251; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:AsshRAW44Tq2ecKJ3AxaDQ==

Registration City Population (Total)

f4258885 Location:

Summary Statistics: StDev 267069.780250546; Max. 5400348.0; Mean 69807.25141853596; Valid 7402.0; Min. 7560.0

Variable Format: numeric

Notes: UNF:6:0d5YTT4n25ir24gyz4kA4w==

city populations with missings imputed

f4258885 Location:

Summary Statistics: Valid 7441.0; Min. 7560.0; Max. 5400348.0; Mean 70068.85284235935; StDev 266500.3846841016;

Variable Format: numeric

Notes: UNF:6:kUczzottqQjUXU9cq6CrrA==

pop_ave

f4258885 Location:

Summary Statistics: Valid 7476.0; StDev 262739.8829650267; Max. 4454322.5; Min. 0.0; Mean 69740.81425542122

Variable Format: numeric

Notes: UNF:6:8A17W1Ac/fxI46SbsQv3EQ==

% city black

f4258885 Location:

Summary Statistics: Max. 0.6281481385231018; Min. 0.0; Valid 7476.0; Mean 0.046201293869245964; StDev 0.10051781147936024;

Variable Format: numeric

Notes: UNF:6:2uk+jjiowWlEKqdLTa/W0A==

% city female

f4258885 Location:

Summary Statistics: Max. 0.6818181872367859; Mean 0.48594268372729865; Valid 7476.0; Min. 0.0; StDev 0.1061705856609448

Variable Format: numeric

Notes: UNF:6:tzXkmXOF3BjP5FDYWcYO1w==

% city foreign

f4258885 Location:

Summary Statistics: Max. 0.6090225577354431; StDev 0.12054506633828684; Mean 0.19235680915638956; Min. 0.0; Valid 7476.0;

Variable Format: numeric

Notes: UNF:6:8kohlxlU9QyhCmupwtj2rw==

% city aged less 18

f4258885 Location:

Summary Statistics: Min. 0.0; StDev 0.08190850761554772; Max. 0.5283018946647644; Valid 7476.0; Mean 0.3222496808747232

Variable Format: numeric

Notes: UNF:6:/AufWi1X/S/C26LWzvcH1w==

% city literate

f4258885 Location:

Summary Statistics: StDev 0.1625678570536556; Max. 0.9099099040031433; Min. 0.0; Mean 0.731628286288408; Valid 7476.0

Variable Format: numeric

Notes: UNF:6:R0CjK14ULSi8JL/CUjIlhQ==

=1 if missing demographic information

f4258885 Location:

Summary Statistics: Mean 0.0420010700909581; Min. 0.0; Max. 1.0; StDev 0.2006049926491831; Valid 7476.0;

Variable Format: numeric

Notes: UNF:6:TvTAFVseUedDC6WbEAwqPQ==

Typhoid

f4258885 Location:

Summary Statistics: Mean 16.247057249866348; Max. 1078.0; Min. 0.0; Valid 7476.0; StDev 50.384165221341426

Variable Format: numeric

Notes: UNF:6:r8RKVnv5EjQTp74IOM2xNQ==

typhoid deaths per 100,000 pop

f4258885 Location:

Summary Statistics: Max. 351.4146728515625; Mean 28.011353324764; Valid 7441.0; Min. 0.0; StDev 28.59802983200022;

Variable Format: numeric

Notes: UNF:6:AISLl8bJbBPXEUqX7wTakg==

typhoid_rate^(1/4)

f4258885 Location:

Summary Statistics: StDev 0.7537531314835051; Valid 7441.0; Mean 2.0236651911047963; Max. 4.329671859741211; Min. 0.0

Variable Format: numeric

Notes: UNF:6:pb0COMSJjYZ9oZ23T1j2lg==

ln(typhoid_rate)

f4258885 Location:

Summary Statistics: Mean 3.082322276211991; Valid 6819.0; Max. 5.861967086791992; Min. 0.13496097922325134; StDev 0.8344324819753561

Variable Format: numeric

Notes: UNF:6:x7CccydAid0bPsrmtN0I/Q==

Measles

f4258885 Location:

Summary Statistics: Min. 0.0; StDev 38.548299321944526; Valid 7476.0; Max. 1006.0; Mean 7.519796682717987;

Variable Format: numeric

Notes: UNF:6:f4e8hjWLVOkSgbN+a+A8NA==

measles deaths per 100,000 pop

f4258885 Location:

Summary Statistics: Min. 0.0; Mean 9.834633146035113; Max. 326.7772216796875; StDev 16.471717778666516; Valid 7441.0

Variable Format: numeric

Notes: UNF:6:ThZX1zUI+2xA6Q7gXMXQIQ==

measles_rate^(1/4)

f4258885 Location:

Summary Statistics: Mean 1.128099276932672; Max. 4.251703262329102; Min. 0.0; Valid 7441.0; StDev 0.9622672918546625

Variable Format: numeric

Notes: UNF:6:AGZDBN2amVVdSoGGpZti6Q==

ln(measles_rate)

f4258885 Location:

Summary Statistics: Max. 5.789278507232666; Mean 2.3270052919691158; Min. -1.350703477859497; StDev 0.967772411383601; Valid 4558.0

Variable Format: numeric

Notes: UNF:6:VHxeWs/QVGOYB0TiwpD75g==

Scarlet fever

f4258885 Location:

Summary Statistics: Mean 7.20064205457461; Max. 1355.0; Min. 0.0; StDev 45.164921180861846; Valid 7476.0

Variable Format: numeric

Notes: UNF:6:n2QPWDpcLgEi0485EfbSQw==

scarlet deaths per 100,000 pop

f4258885 Location:

Summary Statistics: StDev 16.55374302869841; Max. 312.0998840332031; Valid 7441.0; Mean 7.9113734558870945; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:qDL2OFxCyaPYqs2quruEOw==

scarlet_rate^(1/4)

f4258885 Location:

Summary Statistics: Valid 7441.0; Mean 1.029151045487879; StDev 0.9186975254369395; Max. 4.2031354904174805; Min. 0.0

Variable Format: numeric

Notes: UNF:6:9gbY+uOUWopFdqgNvsp4lA==

ln(scarlet_rate)

f4258885 Location:

Summary Statistics: Mean 2.112435974639677; Max. 5.74332332611084; StDev 0.9401466369306947; Min. -1.3277008533477783; Valid 4391.0;

Variable Format: numeric

Notes: UNF:6:JeGWl1HdIXEf2CF2VHwrMw==

Whooping cough

f4258885 Location:

Summary Statistics: Min. 0.0; StDev 25.335203586828268; Mean 7.354735152487948; Valid 7476.0; Max. 577.0

Variable Format: numeric

Notes: UNF:6:fOb+nap/pSmMt9qAQLCV8Q==

whoop deaths per 100,000 pop

f4258885 Location:

Summary Statistics: Max. 239.3; Mean 11.873644355124918; Min. 0.0; Valid 7441.0; StDev 14.299017124342873;

Variable Format: numeric

Notes: UNF:6:Mq5t68QEIJvoI2kqR/8MdQ==

whoop_rate^(1/4)

f4258885 Location:

Summary Statistics: Mean 1.405831915030414; StDev 0.8804550292003035; Valid 7441.0; Min. 0.0; Max. 3.9331061840057373

Variable Format: numeric

Notes: UNF:6:vHarSv2iCEFMj3Lnm6DE4w==

ln(whoop_rate)

f4258885 Location:

Summary Statistics: Min. -0.6511004567146301; Max. 5.477717876434326; StDev 0.8194632885756749; Mean 2.438312418945166; Valid 5569.0

Variable Format: numeric

Notes: UNF:6:zOOyJ6D9+XUvuQwPJSeS5A==

Diphtheria and croup

f4258885 Location:

Summary Statistics: Min. 0.0; StDev 95.58899212832634; Max. 2258.0; Mean 18.447298020331665; Valid 7476.0

Variable Format: numeric

Notes: UNF:6:trGBnsYbbHmUtF49axPZlA==

dip_croup deaths per 100,000 pop

f4258885 Location:

Summary Statistics: StDev 22.407425257423235; Valid 7441.0; Mean 22.28729328460931; Min. 0.0; Max. 331.1

Variable Format: numeric

Notes: UNF:6:cTf/CWjfCpxbxjkQGeC7Mw==

dip_croup_rate^(1/4)

f4258885 Location:

Summary Statistics: Valid 7441.0; StDev 0.7850134765347124; Max. 4.265695095062256; Mean 1.871354193300382; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:vk7KkHJlGc+LiyNHyI2xAw==

ln(dip_croup_rate)

f4258885 Location:

Summary Statistics: StDev 0.7867086304400208; Min. -0.33491387963294983; Valid 6573.0; Max. 5.802420616149902; Mean 2.9258299489177837

Variable Format: numeric

Notes: UNF:6:xQFqdZzj8+stWUITrLkiKA==

Influenza

f4258885 Location:

Summary Statistics: Mean 9.419876939539897; StDev 28.755021097179064; Max. 707.0; Valid 7476.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:/CoqyPiqLXdUS8V3QsHLFg==

influenza deaths per 100,000 pop

f4258885 Location:

Summary Statistics: Valid 7441.0; Min. 0.0; Mean 17.436832119020433; Max. 181.02438354492188; StDev 17.20633861574456

Variable Format: numeric

Notes: UNF:6:p4TbPvIIkTz3hPVsh07ziA==

influenza_rate^(1/4)

f4258885 Location:

Summary Statistics: StDev 0.7466680394079513; Min. 0.0; Mean 1.7536379022153514; Max. 3.668041706085205; Valid 7441.0

Variable Format: numeric

Notes: UNF:6:Rmlabg3QwTVYJP9/huHO5g==

ln(influenza_rate)

f4258885 Location:

Summary Statistics: Valid 6551.0; Mean 2.6763998788709387; Min. -0.712042510509491; Max. 5.198631763458252; StDev 0.802995441444289;

Variable Format: numeric

Notes: UNF:6:XY/lYWrx5fW3amnDAKXfhw==

TB of the lungs

f4258885 Location:

Summary Statistics: StDev 495.32731026584435; Min. 0.0; Max. 9204.0; Valid 7476.0; Mean 113.7978865703596;

Variable Format: numeric

Notes: UNF:6:1ASXErpSAidpmPetayh+fQ==

tb_lungs deaths per 100,000 pop

f4258885 Location:

Summary Statistics: Valid 7441.0; StDev 78.76901397279129; Max. 924.4338989257812; Mean 141.42541294203025; Min. 0.0

Variable Format: numeric

Notes: UNF:6:11P2ydbIdL1opT/5jhjvZg==

tb_lungs_rate^(1/4)

f4258885 Location:

Summary Statistics: StDev 0.4363990377493383; Mean 3.363895770747591; Min. 0.0; Max. 5.514028072357178; Valid 7441.0;

Variable Format: numeric

Notes: UNF:6:veNMbHceMArbfDbf8Y3Yog==

ln(tb_lungs_rate)

f4258885 Location:

Summary Statistics: Max. 6.829181671142578; Mean 4.820428427676878; Valid 7439.0; StDev 0.5155258760198111; Min. 2.131493091583252

Variable Format: numeric

Notes: UNF:6:OidxVWonjC+9UCSQXZkheQ==

Other TB

f4258885 Location:

Summary Statistics: Min. 0.0; StDev 55.98560884067763; Max. 1352.0; Valid 7476.0; Mean 12.906233279828832;

Variable Format: numeric

Notes: UNF:6:S5Ca/n8CISYswbvQpszXWw==

tb_other deaths per 100,000 pop

f4258885 Location:

Summary Statistics: StDev 13.264045147931146; Mean 17.584760316657906; Max. 143.07614135742188; Valid 7441.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:+HGaS0a1AKmLwQjYJZZgbQ==

tb_other_rate^(1/4)

f4258885 Location:

Summary Statistics: Mean 1.8299199838244857; Min. 0.0; Valid 7441.0; StDev 0.6717163806895958; Max. 3.4585320949554443;

Variable Format: numeric

Notes: UNF:6:BMKSU+Xt/lcxazn+1x6ulA==

ln(tb_other_rate)

f4258885 Location:

Summary Statistics: Min. 0.32567474246025085; Mean 2.770851942615841; StDev 0.6461598128593996; Valid 6724.0; Max. 4.963376998901367;

Variable Format: numeric

Notes: UNF:6:hCaMulmLVy4iAJMIjP8flQ==

f4258885 Location:

Summary Statistics: Min. 0.0; StDev 545.8122143308902; Max. 10233.0; Mean 126.70411985018644; Valid 7476.0;

Variable Format: numeric

Notes: UNF:6:JlNSDdHXbrhI2iupwJOuiQ==

tb_rate

f4258885 Location:

Summary Statistics: Min. 0.0; Max. 1034.6875; Mean 159.02814939729763; Valid 7441.0; StDev 83.97345910390959

Variable Format: numeric

Notes: UNF:6:5uheRkqxpZd6VzCkE/tR2w==

tb_rate_quart

f4258885 Location:

Summary Statistics: StDev 0.4321985497769839; Max. 5.6715569496154785; Valid 7441.0; Min. 0.0; Mean 3.470795119726728;

Variable Format: numeric

Notes: UNF:6:g2n0f/vuwTJgx3Y1M04MxA==

ln_tb

f4258885 Location:

Summary Statistics: Valid 7440.0; Mean 4.947244319383815; Max. 6.941854953765869; Min. 2.0768847465515137; StDev 0.49846002621241536;

Variable Format: numeric

Notes: UNF:6:suQokiKzw+xSV/Nz45PWBw==

Pneumonia

f4258885 Location:

Summary Statistics: Min. 0.0; Max. 10700.0; StDev 486.3065659517258; Valid 7476.0; Mean 103.8836276083473

Variable Format: numeric

Notes: UNF:6:0Yb0im6jxbiHj6XLvJvtkQ==

pneumonia deaths per 100,000 pop

f4258885 Location:

Summary Statistics: Mean 130.65667885378068; Valid 7441.0; Max. 835.681640625; Min. 0.0; StDev 60.89623357222717

Variable Format: numeric

Notes: UNF:6:rXk8XKwD3nvAvXZjogyOtg==

pneumonia_rate^(1/4)

f4258885 Location:

Summary Statistics: StDev 0.3879769905953623; Valid 7441.0; Max. 5.376630783081055; Mean 3.3155660476916546; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:y1lOANuUrtylHAQrnw/QlQ==

ln(pneumonia_rate)

f4258885 Location:

Summary Statistics: Valid 7437.0; StDev 0.4704356963988199; Max. 6.72824764251709; Mean 4.76958328901447; Min. 1.5600764751434326;

Variable Format: numeric

Notes: UNF:6:71jWzJHBYdML9/p59yDlrg==

flu + pneumonia

f4258885 Location:

Summary Statistics: Mean 113.30350454788523; Valid 7476.0; StDev 510.3469702203942; Max. 11086.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:QyKaBeaJW85LCG5ZN0z9xw==

flu + pneumonia deaths per 100,000 pop

f4258885 Location:

Summary Statistics: Max. 884.267822265625; StDev 64.28413188268868; Valid 7441.0; Min. 0.0; Mean 148.10667753770682

Variable Format: numeric

Notes: UNF:6:A6OB9rKXF9uetl/SK4lUTw==

flu_pneumonia_rate^(1/4)

f4258885 Location:

Summary Statistics: Mean 3.429729730944178; Min. 0.0; Max. 5.453131198883057; StDev 0.3728334564143989; Valid 7441.0

Variable Format: numeric

Notes: UNF:6:7QUc00P50dEOntdxxqDOww==

ln(flu_pneumonia_rate)

f4258885 Location:

Summary Statistics: Mean 4.907195188791172; Max. 6.784759998321533; StDev 0.4411976258944569; Valid 7439.0; Min. 1.2981003522872925

Variable Format: numeric

Notes: UNF:6:CwZYibv7dS9Ney/ta48cug==

Other respiratory diseases

f4258885 Location:

Summary Statistics: Min. 0.0; Valid 7476.0; Max. 7243.0; StDev 253.91526348213512; Mean 39.9094435527025;

Variable Format: numeric

Notes: UNF:6:mjUOGjHRry5ZCBzszzLBHw==

resp_other deaths per 100,000 pop

f4258885 Location:

Summary Statistics: Mean 47.70153238395423; Valid 7441.0; Max. 766.2218017578125; StDev 45.705107621966675; Min. 0.0

Variable Format: numeric

Notes: UNF:6:ONMemTxIZPihNr2DaJ0c2A==

resp_other_rate^(1/4)

f4258885 Location:

Summary Statistics: Valid 7441.0; Mean 2.3444943737717767; Min. 0.0; StDev 0.7791512351652202; Max. 5.261246204376221;

Variable Format: numeric

Notes: UNF:6:K3sjpBfKEbyZJNiy8ZRZRQ==

ln(resp_other_rate)

f4258885 Location:

Summary Statistics: StDev 0.9920368182674845; Valid 7091.0; Max. 6.641471862792969; Mean 3.4806969406908315; Min. -0.043145693838596344

Variable Format: numeric

Notes: UNF:6:GcxvNyTtVnX+j4Z7foj6JA==

measles + scarlet + whoop + dip_croup

f4258885 Location:

Summary Statistics: Mean 40.52247191011237; StDev 194.72498099638526; Max. 4160.0; Valid 7476.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:DQKT0/RZy4H/SvLxzLoqIg==

other airborne illness (without 'other' resp diseases) deaths per 100,000 pop

f4258885 Location:

Summary Statistics: Mean 51.924397887922154; Valid 7441.0; Min. 0.0; StDev 40.68615982487348; Max. 480.5683288574219

Variable Format: numeric

Notes: UNF:6:FNLbxwAHttAEKLKvPX3KMQ==

other_airborne_rate_v1^(1/4)

f4258885 Location:

Summary Statistics: Mean 2.515844660794733; Valid 7441.0; StDev 0.6070005640035976; Max. 4.682079315185547; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:W0mrb1q/oJjCElOjDcsVcg==

ln(other_airborne_rate_v1)

f4258885 Location:

Summary Statistics: Mean 3.718323246645638; Max. 6.17496919631958; Valid 7264.0; Min. 0.570292592048645; StDev 0.750020539859139;

Variable Format: numeric

Notes: UNF:6:mQ6gh9Bteq4iCy/hKdVODA==

year_est

f4258885 Location:

Summary Statistics: Max. 1915.0; Valid 1478.0; Mean 1906.160351826793; StDev 4.900015656162409; Min. 1888.0

Variable Format: numeric

Notes: UNF:6:UFNu3DFVKpxxszOz/m1hdg==

first_obs

f4258885 Location:

Summary Statistics: StDev 0.26108525386813625; Valid 7476.0; Mean 0.07356875334403434; Min. 0.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:5tCcPh1ulu3/F3pN0MPDsw==

not_in_sample

f4258885 Location:

Summary Statistics: Valid 7476.0; Max. 1.0; Mean 0.0049491706795076786; Min. 0.0; StDev 0.07018073246038734;

Variable Format: numeric

Notes: UNF:6:pC59RKwl68qwqsoc5HCa5A==

contributing_obs

f4258885 Location:

Summary Statistics: Max. 18.0; StDev 4.051579678572836; Valid 7473.0; Min. 0.0; Mean 15.68111869396497

Variable Format: numeric

Notes: UNF:6:P8qfNbjE2BYpVxsVAIB2Kw==

ones

f4258885 Location:

Summary Statistics: Max. 1.0; Valid 7476.0; Mean 1.0; StDev 0.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:Ebu1Bx2f9v0rLvNDNiUiZQ==

pop_imp_100000

f4258885 Location:

Summary Statistics: Valid 7441.0; StDev 2.6650038478256586; Max. 54.00347900390625; Min. 0.07559999823570251; Mean 0.7006885281050227

Variable Format: numeric

Notes: UNF:6:99/fC4Xr+ro/xGHvIaAueg==

Other Study-Related Materials

Label:

Anderson-et-al_Replication_Extension.R

Notes:

type/x-r-syntax