Attachment E.6.xlsx

XLSX spreadsheet 461 KB Posted

Attached to
Survey Data Quality Control Services
Solicitation number
951700-25-Q-0009
Issued by

About this file

This file is a quality control data spreadsheet template containing interview data and quality control checks for survey responses. The spreadsheet includes extensive raw survey data with fields for respondent ID, interviewer ID, interview date/time, duration, education level, age, location, household size, and other demographic variables. The template contains multiple sheets for analyzing interviewer performance, including checks for clustering of interviews by day/week, interview duration patterns, age distributions, household size patterns, and entity usage rates.

The quality control checks are designed to flag potential data quality issues such as interviewers conducting 10+ interviews per day, unusual patterns in interview durations, high rates of first-attempt completions, and suspicious clustering of demographic responses. The spreadsheet appears to be a working file containing actual survey response data from March-April 2024, with interview durations ranging from 8-60 minutes and respondent ages from 15-81 years. This template relates to a federal contract opportunity from the US Agency for Global Media (USAGM) for survey data quality control services under solicitation 951700-25-Q-0009, which will be awarded as a firm-fixed price BPA set aside for small businesses.

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File Type Posted
Attachment D - Amendment 00001.pdf PDF
RFQ - 951700-25-Q-0009 - Amendment 00001.pdf PDF
Attachment A - SOW - Amendment 00001.pdf PDF
Attachment E.1.xlsx XLSX spreadsheet
Attachment E.3.xlsx XLSX spreadsheet
RFQ - 951700-25-Q-0009.pdf PDF
Attachment E.2.xlsx XLSX spreadsheet
Attachment E.5.xlsx XLSX spreadsheet
Attachment C - Price Schedule.xlsx XLSX spreadsheet
Attachment B - TC.pdf PDF
Attachment D - QA.xlsx XLSX spreadsheet
Attachment E.4.xlsx XLSX spreadsheet
Attachment A - SOW.pdf PDF
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SheetContent Description
- unique respondent ID [RESPID]
- interviewer ID [INT NR]
- date of interview (dd-mmm-yy) [INT DATE]NOTE: These checks are indicitive of our typical QC checks. It should not be considered exhaustive.
- interview start time [START TIME]
- interview end time [END TIME]
- interview day of week [INTDAY]
- respondent education [EDUC]
- respondent age [AGE]
- respondent location [URBRUR]
- interview duration [DURATION] (derived from "END TIME" minus "START TIME")
- number of people living in the household [HHNUM]
- interview attempts [INT ATTEMPTS]
- is the respondent an Alhurra User [ALHURRA USER] (Yes / No)
- is the respondent a Radio Sawa User [SAWA USER] (Yes / No)
- interview region [REGION]

INT by DAY This sheet shows how many interviews an interviewer has completed per day. Any interviewers with 10 or more interviews in a day are flagged for additional QC.

INT by DURThis sheet shows the frequency of the "same" duration an interviewer has attained across all their interviews. Any interviewer with clustering of interviews is flagged for additional QC. In addition, USAGM would like to see any interviewers who have shorter or longer interview durations.
Pivot Table inputs: Rows=Interviewer ID [INT NR]; Columns=Date of Interview [DURATION]; Values=COUNT of Interviewer ID [INT NR]
INT by DAY of WEEKThis sheet contains a PIVOT TABLE that shows how many times a certain number of interviews were carried out per DAY of WEEK.
We use this sheet to investigate the frequency of interviews over the 7-days of the week.
We are looking for higher or lower numbers of interviews on any given day versus the rest of the days.

AGE This sheet shows the frequency of "AGE" cross-tabbed against Education categories. We look for any clustering of ages by interviewer, as well as look to ensure that no interviews have been conducted with a respondent too young for our sample. Additionally, we check that there is no confusion in coding for respondents aged 98/99, which sometimes get confused with missing/refused coding. See below as well.

INT by AGE This sheet shows the frequency of "AGE" by "INTERVIEWER".

INT by ATTEMPTS This sheet shows the frequency of "Number of interview attempts" per Interviewer. Any interviewer with a significant number of their interviews conducted on a first contact attempt is flagged for additional QC.

INT by HHNUM This sheet shows the frequency of "Number of people in the household" per Interviewer. We are looking for any iterviewer who has a significant number of interviews conducted with 1 and 2 person households.

INT by ENTITY This sheet shows the frequency of "Entity Users" per Interviewer. We are looking for any interviewer that has significantly lower or higher rates of use for our entitities.

DATA

RESPID
(SC1)INT NR
(SC2)INT DATE
(SC3)START TIME
(INTS)END TIME
(INTE)INT DAY
(SC5)EDUC
(DM6)AGE
(DM2)URBRUR
(SUB6)DURATION
(Derived)HHNUM
(SC0)INT ATTEMPTS
(II1)REGION

SC8

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