Table 2 Activity distribution of learning behavior.

From: Driving STEM learning effectiveness: dropout prediction and intervention in MOOCs based on one novel behavioral data analysis approach

Activity_type

Description

DDD

EEE

FFF

DtP

Data plus

    

√

20

DlP

Dual pane

  

√

3

√

17

xQz

External quiz

√

26

    

Fdr

Folder

    

√

2

FrD

Forum discussion

√

53

√

15

√

25

Gly

Glossary

√

5

  

√

4

HPg

Home page

√

4

√

3

√

4

Hty

HTML activity

    

√

4

Cbt

Collaborate

√

14

√

7

√

47

Ctt

Content

√

45

√

139

√

419

Lnt

Illuminate

    

√

16

Wki

Wiki

√

16

√

7

√

26

WPg

Web page

√

1

√

11

√

86

Qtr

Questionnaire

    

√

57

Quz

Quiz

  

√

6

√

44

Rty

Repeated activity

    

√

5

Rsc

Resource

√

706

√

103

√

454

SSP

Shared sub-page

      

SPG

Sub-page

√

611

√

21

√

215

URL

Universal resource locator

√

223

√

21

√

522

Distribution scale

1708

336

1967