From 31b210b73d13f5eea119ac0987b8b00b737fb3fb Mon Sep 17 00:00:00 2001 From: Rebecca Powell Date: Mon, 29 Apr 2024 18:14:54 -0400 Subject: [PATCH] Adding citations for NCVS figures in ch3 (#134) * Adding citations for NCVS figures in ch3 * Add PDF codebook note --------- Co-authored-by: Stephanie Zimmer --- 03-survey-data-documentation.Rmd | 4 ++-- book.bib | 19 ++++++++++++++++--- 2 files changed, 18 insertions(+), 5 deletions(-) diff --git a/03-survey-data-documentation.Rmd b/03-survey-data-documentation.Rmd index 6fe36925..f58a2586 100644 --- a/03-survey-data-documentation.Rmd +++ b/03-survey-data-documentation.Rmd @@ -94,7 +94,7 @@ Some observations in a dataset may have missing data. This can be due to design The survey documentation, often the codebook, represents the missing data with a code. The codebook may list different codes depending on why certain data points are missing. In the example of variable `V202066` from the ANES (Figure \@ref(fig:understand-codebook-examp)), `-9` represents "Refused," `-7` means that the response was deleted due to an incomplete interview, `-6` means that there is no response because there was no follow-up interview, and `-1` means "Inapplicable" (due to a designed skip pattern.) -As another example, there may be a summary variable that describes the missingness of a set of variables - particularly with "select all that apply" or "multiple response" questions. In the National Crime Victimization Survey (NCVS), respondents who are victims of a crime and saw the offender are asked if the offender had a weapon and then asked what the type of weapon was. This part of the questionnaire from 2021 is shown in Figure \@ref(fig:understand-ncvs-weapon-q). +As another example, there may be a summary variable that describes the missingness of a set of variables - particularly with "select all that apply" or "multiple response" questions. In the National Crime Victimization Survey (NCVS), respondents who are victims of a crime and saw the offender are asked if the offender had a weapon and then asked what the type of weapon was. This part of the questionnaire from 2021 is shown in Figure \@ref(fig:understand-ncvs-weapon-q) [@ncvs_survey_2020]. ```{r} #| label: understand-ncvs-weapon-q @@ -105,7 +105,7 @@ As another example, there may be a summary variable that describes the missingne knitr::include_graphics(path="images/questionnaire-ncvs-weapon.jpg") ``` -The NCVS codebook includes coding for all multiple response variables of a "lead in" variable that summarizes the individual options. For question 23a on the weapon type, the lead-in variable is V4050, which is shown in \@ref(fig:understand-ncvs-weapon-cb). This variable is then followed by a set of variables for each weapon type. An example of one of the individual variables from the codebook, the handgun, is shown in \@ref(fig:understand-ncvs-weapon-cb-hg). We will dive into how to analyze this variable in Chapter \@ref(c11-missing-data). +The NCVS codebook includes coding for all multiple response variables of a "lead in" variable that summarizes the individual options. For question 23a on the weapon type, the lead-in variable is V4050, which is shown in Figure \@ref(fig:understand-ncvs-weapon-cb) [@ncvs_cb_2020]. This variable is then followed by a set of variables for each weapon type. An example of one of the individual variables from the codebook, the handgun, is shown in Figure \@ref(fig:understand-ncvs-weapon-cb-hg) [@ncvs_cb_2020]. We will dive into how to analyze this variable in Chapter \@ref(c11-missing-data). ```{r} #| label: understand-ncvs-weapon-cb diff --git a/book.bib b/book.bib index a466ba30..bc9eae34 100644 --- a/book.bib +++ b/book.bib @@ -111,7 +111,7 @@ @book{deming1991sample } @misc{ncvs_data_2021, title = {National {Crime} {Victimization} {Survey}, [{United} {States}], 2021}, - author = {{United States. Bureau of Justice Statistics}}, + author = {{U.S. Bureau of Justice Statistics}}, year = 2022, publisher = {Inter-university Consortium for Political and Social Research [distributor]}, doi = {10.3886/ICPSR38429.v1}, @@ -122,16 +122,29 @@ @misc{ncvs_user_guide title = {Users' guide to the {National} {Crime} {Victimization} {Survey} ({NCVS}) direct variance estimation}, author = {{Shook-Sa, Bonnie} and {Couzens, G. Lance} and {Berzofsky, Marcus}}, year = 2015, - publisher = {Bureau of Justice Statistics}, + publisher = {U. S. Bureau of Justice Statistics}, howpublished = {\url{https://bjs.ojp.gov/sites/g/files/xyckuh236/files/media/document/ncvs_variance_user_guide_11.06.14.pdf}} } @misc{ncvs_tech_2016, title = {National {Crime} {Victimization} {Survey}, 2016: {Technical} {Documentation}}, - author = {{Bureau of Justice Statistics}}, + author = {{U. S. Bureau of Justice Statistics}}, year = 2017, month = dec, howpublished = {\url{https://bjs.ojp.gov/sites/g/files/xyckuh236/files/media/document/ncvstd16.pdf}} } +@misc{ncvs_survey_2020, + title = {National {Crime} {Victimization} {Survey} NCVS-2 CRIME INCIDENT REPORT}, + author = {{U. S. Bureau of Justice Statistics}}, + year = 2020, + howpublished = {\url{https://bjs.ojp.gov/content/pub/pdf/ncvs20_cir.pdf}} +} +@misc{ncvs_cb_2020, + title = {{National Crime Victimization Survey}, [{United States}], 2021}, + author = {{U. S. Bureau of Justice Statistics}}, + year = 2022, + howpublished = {\url{https://www.icpsr.umich.edu/web/NACJD/studies/38429/datadocumentation}}, + note = {Download - DS0 Study-Level Files - Codebook [{PDF}]} +} @article{gelman2007weights, title = {{Struggles with Survey Weighting and Regression Modeling}}, author = {Andrew Gelman},