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A good data definition provides ALL the characteristics forms (questionnaires, CRFs) and associated variables.  What is needed is good old "TLV".


Stands For..Overview

T

Type of Variable

The most common types are dates, number, coded variables (e.g., 0 = No, 1 = Yes;  Tell us if more than one option can be selected).

L

Layout and LogicIndicate the look and feel of the variable, and when it should be displayed (e.g., only show if subject is a male).

V

ValidationIndicate the rules that govern the acceptable variable values (acceptable range, units)

T - Type of Variable

Use A Spreadsheet

Document your data definition using the spreadsheet here

Mark It UP

When sending us a form, mark it up with the data definition.

Example Marked Up Form

L - Layout and Logic 

Keep Layout Simple

One row per variable (other examples here) is standard practice.

 

Visual Validation

A form's spatial and visual layout can be it's most important validation (see examples here).

Connect Forms And Variables

The standard loo

Connect Forms and Variables

df

Form (CRF/Questionnaire/Measure) Information


Attribute

What’s Needed

History

Is the form (or similar form) in another StudyTRAX project?

Formatting and Layout

Will subjects enter the data?  (i.e, need multi-device format)


Does the format / layout matter? (easiest/simplest electronic user-experience)


Describe any special formatting

Skip Patterns

When is the variable/form either shown / hidden?


Example: Skip Pattern logic


Form

Skip logic / condition

Pregnancy Test

Hide form for males

Demographic Data

Show text box if ‘other’ is selected for Race


Variable Standards and Defaults


Attribute

What’s Needed

Our Default

Variable Name

Descriptive Name



Unique code (no spaces/special characters [underscore ok])


Variable Type

Numeric – What is the range (min / max)?  Units?


No range, no unit


Calculation - How calculated? What if missing some values?


All values required for a calculation


Text - How many characters needed?

  • Text variables require a limit (can range from 1 to 255 characters)
  • Memo variables do not have a limit

Unlimited for questions like Describe, Comments



Date – What is acceptable range?

Any valid date can be entered


Document – How many files and how large?



Coded list (e.g., 0 = Male…)

· What are the values and labels for all options?

- do you want values displayed for data entry?

· Can more than one option be selected?


0=No, 1=Yes

Other lists would start with 0 and increment by 1

Values are not displayed

Only one option can be selected

Definition

Export – Can values be exported in dataset?

Exportable


Missing Values – Will values be assigned as “Missing” (e.g., Missing = -9)?

 

No missing value definition set up if not specified

Required

Must a value be entered?

Yes

Example: Data Collection Forms Schedule


Time

-10d

Day 0

Day 7

Month 3

 Month 6

Protocol Deviation

Adverse Event

Windows

±10dys


±1day

±2wks

±1mth

N/A

N/A

Visit

Screening

Baseline

Visit 1

Visit 2

Visit 3

*Protocol Deviation

*AE

Visit Overview

X

X

X

X

X



Study Eligibility

X







Physical Exam

X

X

X

X

X


X

Demographic Data

X







Complete Blood Count (CBC)

X


X

X

X



Electrocardiogram (ECG)

X

X



X



Pregnancy Test

X

X



X



Tuberculosis Test

X







Vital Signs

X

X

X

X

X


X

Adverse Event (AE) form







X

Protocol Deviation






X


 X = forms required to be filled out for visit

*Event created and forms completed as needed 

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