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Use of EpiData (questionnaire design and entry)
Jurgita Bagdonaite Jurmala, Latvia, 2006 Based on EPIET material
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Introduction to EpiData
Data entry and documentation Free program Based on EpiInfo Windows format No limit on No of observation (tested with > )
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EpiData (I) Creating questionnaire Controlled data entry
Documenting and printing data Correction of questionnaires, records Comparing of 2 data files Importing and exporting data Simple analysis
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EpiData (II) Simple surveys – one questionnaire
Complicated surveys – few questionaires If there is ID – possible to merge data
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EpiData files .QES file .REC file .CHK file Other notes or log files
Questionnaire .REC file Actual data .CHK file Any defined checks Other notes or log files
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EpiData workflow 1. Define Data 2. Make Data File 3. Set up Checks
4. Enter Data 5. Document 6. Export Data
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Creating Questionnaire
Define Data Can either open .QES file or create one
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New questionnaire Type in window Cut and paste from Word documents
Preview questionnaire (click Make data file > preview data form)
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Structure of questionnaire
Three sections: Field name (variable) Text describing field Input definition (number/ letters/ date)
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Field name (variable) No more than 10 characters Begin with a letter
No spaces or punctuation marks
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Field Name (II) First word Automatic Uses first word of line
EpiData generates field names based on question Uses first 10 letters Childquest Child questionnaire <Y>
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Automatic field names Text in curly brackets { } used in preference
Common words skipped (what, the, and, etc.) If question starts with number, “N” is inserted before the number
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Automatic field names, examples
Question: Field name: Did you {eat ice cream} EATICECREAM What is your name? ISYOURNAME 2. Age N2AGE
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Variable type Define variables using “Pick List” or “Code writer”
Choose type of variable: Numeric Text Date Soundex Boolean (Yes/No) Autonumber
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Text variables Information of text and/or numbers
Holding information (e.g. names, addresses) UPPER CASE Can only hold upper case (capital) letters Lower case variable automatically converted into upper case text (ex: Egypt converted into EGYPT) No mathematical operations Length (How many characters) <_>
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Numeric variables Numerical information
Hold integers (whole numbers) or numbers with a decimal point Length (digits, decimals after the comma) <#>, <##.#>
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Other variables Boolean variables (s. logical variables s. YES/NO variables) only two possible answers: Yes or No <Y> Date variables: Hold information on dates Data in american <MM/DD/YYYY> European <DD/MM/YYYY> Soundex: Coding of words (anonymous, eg. A-123) Code to limit orthographic errors (eg. Rome and Roma) <S >
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System variables Values generated automatically
Today date: date of the data entry <Today-dmy> <Today-mdy> Auto identification number: Counts the records entered <IDNUM>
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Save Questionnaire Preview data Save questionnaire Creates .QES file
Create Data file Click Make Data file button > Make Data file Creates .REC file Questionnaire and Data file ready But……
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Errors in data entry Tranposition (ex: 39 becomes 93)
Copying errors (0 copy as an “o” letter) Consistency errors: two or more responses are contradictory (sex: man, pregnancy=Yes) Range errors: answers outside of probable or possible values (ex: heigh = 3 metres)
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Preventing errors Standardised and previously tested questionnaire
Training the interviewers and data entry clerck Checking and validating paper forms of the questionnaires Checking during the data entry (Check module Epi-Data) Validation: entering twice data by different operators Checking after data entry (Analysis module Epi-Info)
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Checks (I) Reduce errors in input Checks help with data entry
Many different types Examples: Limit entry of numbers to specific range Forcing entry to be made in field Conditional jumps Copying the data from the previous record Help messages Conditional operations (ex if….then operations)
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Checks (II) Once Data file is created:
Click Checks button > choose .REC file
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Checks (III) Range, legal: 1-3, 9 First range then individual numbers
Tallinn, Riga, Vilnius Fixing only min or max value -INF-5 (all numbers inferior or equal 5) 0-INF (all positive numbers superior or equal to 0) Jumps: Field: AGEYEARS 0>AGEMONTHS 0>AGEMONTHS, 1>ADDRESS 1>END MustEnter: Data must be entered in Field
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Checks (IV) Repeat: Value Label Show data from previous record
Add text to explain values Click + to add label Format as shown Press F9 during data entry to see labels
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Data Entry (I) Click Enter data button > choose .REC file Dates:
15/5/2006 – type or 15/5/06 Value Labels: Press F9 to view
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Data Entry (II) Record navigation: Delete records:
Click cross to delete Record marked for deletion, but can be recovered
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Document Tools File Structure Data entry notes ( .NOT file) View Data
Use to write comments during data entry eg: difficult to read handwriting etc View Data List Data Codebook Basic descriptive statistics on all variables Validate duplicate files Check consistency after double entry
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Export to other programs
Click Export data button Choose program Including Excel, Stata, SPSS For Epi-info open .REC file directly
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References Lauritsen JM & Bruus M. EpiData (version 3.1). A comprehensive tool for validated entry and documentation of data. The EpiData Association, Odense Denmark, 2004. Lauritsen JM, Bruus M. EpiTour - An introduction to validated dataentry and documentation of data by use of EpiData. The EpiData Association, Odense Denmark, 2005.
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