Human Connectome Project's Penn Progressive Matrices Fluid Intelligence Assessment

Source: R/hcp-penn-matrix.R

Trial data from Form A of an abbreviated version of the Raven’s Progressive Matrices developed by Gur and colleagues (Bilker et al. 2012). Participants are presented with patterns made up of 2x2, 3x3 or 1x5 arrangements of squares, with one of the squares missing. The participant must pick one of five response choices that best fits the missing square on the pattern. The task has 24 items and 3 bonus items, arranged in order of increasing difficulty. However, the task discontinues if the participant makes 5 incorrect responses in a row.

items_hcp_penn_matrix

items_hcp_penn_matrix_missing

Format

An object of class matrix (inherits from array) with 1201 rows and 24 columns.

An object of class matrix (inherits from array) with 1201 rows and 24 columns.

Details

The subjects answered the following assessment items:

  • item01

  • item02

  • item03

  • item04

  • item05

  • item06

  • item07

  • item08

  • item09

  • item11

  • item12

  • item13

  • item14

  • item15

  • item16

  • item17

  • item18

  • item19

  • item20

  • item21

  • item22

  • item23

  • item24

Data Cleaning

The items_hcp_penn data set includes \(N = 1,201\) observations. However, the observation count was calculated after removing participants that did not respond to any questions (Subject ID's: 117728, 137431, 145531, 236130, and 614439). From there, we generated the items_hcp_penn_missing data set that retains a missing data structure after the participant makes 5 incorrect responses in a row.

References

Data originated from:

Data were provided in part by the Human Connectome Project, WU-Minn Consortium (Principal Investigators: David Van Essen and Kamil Ugurbil; 1U54MH091657) funded by the 16 NIH Institutes and Centers that support the NIH Blueprint for Neuroscience Research; and by the McDonnell Center for Systems Neuroscience at Washington University.

Data used in:

  • TBA