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Analysis Data

This is a list of columns included in /data/assessments.csv, which we used in our analyses and is a cleaned version of the original CPRA response.

column description
Unique_client_ID From the LAHSA CPRA response. A unique number, though unclear if this actually corresponds to an actual client ID.
Race/Ethnicity Based on Race and Ethnicity in the original LAHSA CPRA response.
Veteran status From the LAHSA CPRA response.
SPA From the LAHSA CPRA response. A service planning area.
Gender From the LAHSA CPRA response.
Age_group_at_assessment Based on Age_at_assessment in the original LAHSA CPRA response.
Intervention From the LAHSA CPRA response.
InterventionYear Based on Intervention_Date in the original LAHSA CPRA response. The year the intervention occurred. In some cases, no intervention date was given.
AssessmentPredatesIntervention Based on AssessmentDate and Intervention_Date in the original LAHSA CPRA response. A boolean flag that is True if the given AssessmentDate is before or the same date as Intervention_Date, and False if either that is not the case or if Intervention_Date is blank.
AssessmentName From the LAHSA CPRA response. Either CES for Individuals - CES Survey Part 1 or CES for Youth - Next Step Tool.
AssessmentYear Based on AssessmentDate in the original LAHSA CPRA response. The year the assessment occurred.
Acuity Based on TOTAL_SCORE in the original LAHSA CPRA response. For a more detailed explanation of how we categorized scores for each assessment type, see the “Acuity Group” Categorization section in the methodology.
AcuityScore From the LAHSA CPRA response.
TOTAL_SCORE From the LAHSA CPRA response.
GENERAL_SUB_SCORE From the LAHSA CPRA response.
HISTORY_SUB_SCORE From the LAHSA CPRA response.
RISKS_SUB_SCORE From the LAHSA CPRA response.
SOCIALIZATION_SUB_SCORE From the LAHSA CPRA response.
WELLNESS_SUB_SCORE From the LAHSA CPRA response.
CALC_TOTAL_SCORE The sum of CALC_HISTORY_SUB_SCORE, CALC_RISK_SUB_SCORE, CALC_SOCIALIZATION_SUB_SCORE, CALC_WELLNESS_SUB_SCORE and GENERAL_SUB_SCORE.
CALC_HISTORY_SUB_SCORE The sum of CALC_HISTORY_SLEEPING_LOCATION and CALC_HISTORY_HISTORY_OF_HOMELESSNESS for both assessments.
CALC_HISTORY_SLEEPING_LOCATION Based on Where do you and your family sleep most frequently? and 5. Where do you sleep most frequently? (NST) from the LAHSA CPRA response.
CALC_HISTORY_HISTORY_OF_HOMELESSNESS Based on How long has it been since you and your family lived in permanent stable housing? and In the last three years, how many times have you and your family been homeless? from the LAHSA CPRA response.
CALC_RISKS_SUB_SCORE The sum of CALC_RISKS_EMERGENCY_SERVICE_USE, CALC_RISKS_RISK_OF_HARM, CALC_RISKS_LEGAL_ISSUES and CALC_RISKS_RISK_OF_EXPLOITATION for both assessments.
CALC_RISKS_EMERGENCY_SERVICE_USE Based on In the past six months, how many times have you or anyone in your family received health care at an emergency department/room?, In the past six months, how many times have you or anyone in your family taken an ambulance to the hospital?, In the past six months, how many times have you or anyone in your family been hospitalized as an inpatient?, In the past six months, how many times have you or anyone in your family used a crisis service, including sexual assault?, In the past six months, how many times have you or anyone in your family talked to police because they witnessed a crime,? and In the past six months, how many times have you or anyone in your family stayed one or more nights in a holding cell,jail...? in the LAHSA CPRA response.
CALC_RISKS_RISK_OF_HARM Based on Have you or anyone in your family been attacked or beaten up since theyve become homeless? and Have you or any family member threatened to or tried to harm themself or anyone else in the last year? from the LAHSA CPRA response.
CALC_RISKS_LEGAL_ISSUES Based on Do you or any member of the family have any legal stuff going on right now that may result in them being locked up...? and 18. Were you ever incarcerated when younger than age 18? (NST) from the LAHSA CPRA response.
CALC_RISKS_RISK_OF_EXPLOITATION Based on Does anybody force or trick you or anyone in your family to do things that you do not want to do, Do you or anyone in your family ever do things that may be considered to be risky like exchange sex for money, run drugs...? from the LAHSA CPRA response.
CALC_SOCIALIZATION_SUB_SCORE The sum of CALC_SOCIALIZATION_MONEY_MANAGEMENT, CALC_SOCIALIZATION_MEANINGFUL_DAILY_ACTIVITY, CALC_SOCIALIZATION_SELFCARE, CALC_SOCIALIZATION_SOCIAL_RELATIONSHIPS and CALC_SOCIALIZATION_USE_TRAUMA.
CALC_SOCIALIZATION_MONEY_MANAGEMENT Based on Is there any person, past landlord, business, bookie, dealer, or government group like the IRS that thinks you or anyone...? and Do you or anyone in your family get any money from the government, a pension, an inheritance, working under the table,...? from the LAHSA CPRA response
CALC_SOCIALIZATION_MEANINGFUL_DAILY_ACTIVITY Based on Does everyone in your family have planned activities, other than just surviving, that make them f from the LAHSA CPRA response.
CALC_SOCIALIZATION_SELFCARE Based on Is everyone in your family currently able to take care of basic needs like bathing, changing clothes, using a restroom...? from the LAHSA CPRA response.
CALC_SOCIALIZATION_SOCIAL_RELATIONSHIPS Based on Is your familys current homelessness in any way caused by a relationship that broke down, an unhealthy or abusive rel...?, Is lack of stable housing...25. Because you ran away from your family home, a group home or a foster home? (NST), Is lack of stable housing...26. Because of a difference in religious or cultural beliefs from your parents, ...? (NST), Is lack of stable housing...27. Because your family or friends caused you to become homeless? (NST), and Is lack of stable housing...28. Because of conflicts around gender identity or sexual orientation? (NST) from the LAHSA CPRA response.
CALC_SOCIALIZATION_USE_TRAUMA Based on Is lack of stable housing...29. Because of violence at home between family members? (NST) and Is your familys current homelessness in any way caused by a relationship that broke down, an unhealthy or abusive rel...? from the LAHSA CPRA response. Only calculated if AssessmentName is CES for Youth - Next Step Tool.
CALC_WELLNESS_SUB_SCORE The sum of CALC_WELLNESS_PHYSICAL_HEALTH, CALC_WELLNESS_SUBSTANCE_USE, CALC_WELLNESS_MENTAL_HEALTH, CALC_WELLNESS_TRIMORBIDITY, CALC_WELLNESS_MEDICATIONS and CALC_WELLNESS_ABUSE_AND_TRAUMA.
CALC_WELLNESS_PHYSICAL_HEALTH Based on Has your family ever had to leave an apartment, shelter program, or other place you were staying because of the physi...?, Do you or anyone in your family have any chronic health issues with your liver, kidneys, stomach, lungs or heart?, If there was space available in a program that specifically assists people that live with HIV or AIDS, would that be of ...?, Does anyone in your family have any physical disabilities that would limit the type of housing you could access, , When someone in your family is sick or not feeling well, does your family avoid getting medical help? and 37. Are you currently pregnant, have you ever been pregnant, or have you ever gotten someone pregnant? (NST)? from the LAHSA CPRA response.
CALC_WELLNESS_SUBSTANCE_USE Based on Has drinking or drug use by you or anyone in your family led your family to being kicked out of an apartment , Will drinking or drug use make it difficult for your family to stay housed or afford your housing? and 41. If youve ever used marijuana, did you ever try it at age 12 or younger? (NST) from the LAHSA CPRA response.
CALC_WELLNESS_MENTAL_HEALTH Based on Trouble Maintaining Housing because: A mental health issue or concern?, Trouble Maintaining Housing because: A past head injury?, Trouble Maintaining Housing because: A learning disability, developmental disability, or other impairment?, Do you or anyone in your family have any mental health or brain issues that would make it hard for your family to live ind...? from the LAHSA CPRA response.
CALC_WELLNESS_TRIMORBIDITY Based on CALC_WELLNESS_PHYSICAL_HEALTH, CALC_WELLNESS_SUBSTANCE_USE, and CALC_WELLNESS_MENTAL_HEALTH.
CALC_WELLNESS_MEDICATIONS Based on Are there any medications that a doctor said you or anyone in your family should be taking that, for whatever reason, they...? and Are there any medications like painkillers that you or anyone in your family dont take the way the doctor prescribed or ...? from the LAHSA CPRA response.
CALC_WELLNESS_ABUSE_AND_TRAUMA Based on Has your familys current period of homelessness been caused by an experience of emotional, physical psychological sexual...? from the LAHSA CPRA response. Only calculated if AssessmentName is CES for Individuals - CES Survey Part 1.