This document contains the codebooks for the categorization and similarity judgment experiments by Seitz, von Helversen, Albrecht, Rieskamp, and Jarecki, investigating how the time pressure that people experience affects their similarity-based inferences from multiple attributes. The codebooks explain the variables and labels of the data files categorization.csv and similarity.csv in the folder data/processed.

Categorization Study (Study 1)

Metadata

Description

Dataset name: categorization

Response data from Study 1 by Seitz, von Helversen, Albrecht, Rieskamp, & Jarecki, which examined the effect of time pressure on similarity-based categorizations.

Metadata for search engines
  • Temporal Coverage: NA

  • Spatial Coverage: laboratory

  • Citation: Seitz, von Helversen, Albrecht, Rieskamp, & Jarecki

  • Date published: 2022-12-05

  • Creator:

name value
@type Person
givenName Florian I.
familyName Seitz
email
affiliation Organization , University of Basel, Switzerland
@type Person
givenName Bettina
familyName von Helversen
affiliation Organization , University of Bremen, Germany
@type Person
givenName Rebecca
familyName Albrecht
affiliation Organization , University of Basel, Switzerland
@type Person
givenName Jörg
familyName Rieskamp
affiliation Organization , University of Basel, Switzerland
@type Person
givenName Jana B.
familyName Jarecki
affiliation Organization , University of Basel, Switzerland
x
time pressure
similarity
categorization
multi-attribute inference
cognitive modelling

Codebook table

JSON-LD metadata

The following JSON-LD can be found by search engines, if you share this codebook publicly on the web.

{
  "citation": "Seitz, von Helversen, Albrecht, Rieskamp, & Jarecki",
  "creator": {
    "@type": "Person",
    "givenName": "Florian I.",
    "familyName": "Seitz",
    "email": "florian.seitz@unibas.ch",
    "affiliation": {
      "@type": "Organization",
      "name": "University of Basel, Switzerland"
    },
    "@type.1": "Person",
    "givenName.1": "Bettina",
    "familyName.1": "von Helversen",
    "affiliation.1": {
      "@type": "Organization",
      "name": "University of Bremen, Germany"
    },
    "@type.2": "Person",
    "givenName.2": "Rebecca",
    "familyName.2": "Albrecht",
    "affiliation.2": {
      "@type": "Organization",
      "name": "University of Basel, Switzerland"
    },
    "@type.3": "Person",
    "givenName.3": "Jörg",
    "familyName.3": "Rieskamp",
    "affiliation.3": {
      "@type": "Organization",
      "name": "University of Basel, Switzerland"
    },
    "@type.4": "Person",
    "givenName.4": "Jana B.",
    "familyName.4": "Jarecki",
    "affiliation.4": {
      "@type": "Organization",
      "name": "University of Basel, Switzerland"
    }
  },
  "spatialCoverage": "laboratory",
  "temporalCoverage": "NA",
  "keywords": ["time pressure", "similarity", "categorization", "multi-attribute inference", "cognitive modelling"],
  "name": "categorization",
  "description": "Response data from Study 1 by Seitz, von Helversen, Albrecht, Rieskamp, & Jarecki, which examined the effect of time pressure on similarity-based categorizations.\n\n\n## Table of variables\nThis table contains variable names, labels, and number of missing values.\nSee the complete codebook for more.\n\n|name      |label                                                            | n_missing|\n|:---------|:----------------------------------------------------------------|---------:|\n|subj      |Participant identifier                                           |         0|\n|cond      |Between-subjects time pressure condition                         |         0|\n|phase     |Within-subjects experimental phase                               |         0|\n|trial     |Trial number for each participant                                |         0|\n|type      |Stimulus type                                                    |         0|\n|stimulus  |Stimulus identifier (e.g., 002-0 for stimulus 002 of category 0) |         0|\n|f1        |Feature 1                                                        |         0|\n|f2        |Feature 2                                                        |         0|\n|f3        |Feature 3                                                        |         0|\n|c         |Binary category label                                            |      5124|\n|resp      |Participants' category response                                  |       387|\n|time      |Participants' response time                                      |       387|\n|tp        |Time pressure in ms                                              |     19693|\n|col_order |Color order during stimulus presentation                         |         0|\n|f_order   |Feature order during stimulus presentation                       |         0|\n|c_key     |Key-label association                                            |         0|\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.9.2).",
  "datePublished": "2022-12-05",
  "@context": "http://schema.org/",
  "@type": "Dataset",
  "variableMeasured": [
    {
      "name": "subj",
      "description": "Participant identifier",
      "@type": "propertyValue"
    },
    {
      "name": "cond",
      "description": "Between-subjects time pressure condition",
      "value": "1. no_tp,\n2. tp",
      "@type": "propertyValue"
    },
    {
      "name": "phase",
      "description": "Within-subjects experimental phase",
      "value": "1. learning,\n2. transfer",
      "@type": "propertyValue"
    },
    {
      "name": "trial",
      "description": "Trial number for each participant",
      "@type": "propertyValue"
    },
    {
      "name": "type",
      "description": "Stimulus type",
      "value": "1. new,\n2. old",
      "@type": "propertyValue"
    },
    {
      "name": "stimulus",
      "description": "Stimulus identifier (e.g., 002-0 for stimulus 002 of category 0)",
      "@type": "propertyValue"
    },
    {
      "name": "f1",
      "description": "Feature 1",
      "@type": "propertyValue"
    },
    {
      "name": "f2",
      "description": "Feature 2",
      "@type": "propertyValue"
    },
    {
      "name": "f3",
      "description": "Feature 3",
      "@type": "propertyValue"
    },
    {
      "name": "c",
      "description": "Binary category label",
      "@type": "propertyValue"
    },
    {
      "name": "resp",
      "description": "Participants' category response",
      "@type": "propertyValue"
    },
    {
      "name": "time",
      "description": "Participants' response time",
      "@type": "propertyValue"
    },
    {
      "name": "tp",
      "description": "Time pressure in ms",
      "@type": "propertyValue"
    },
    {
      "name": "col_order",
      "description": "Color order during stimulus presentation",
      "value": "1. 012,\n2. 021,\n3. 102,\n4. 120,\n5. 201,\n6. 210",
      "@type": "propertyValue"
    },
    {
      "name": "f_order",
      "description": "Feature order during stimulus presentation",
      "value": "1. 012,\n2. 021,\n3. 102,\n4. 120,\n5. 201,\n6. 210",
      "@type": "propertyValue"
    },
    {
      "name": "c_key",
      "description": "Key-label association",
      "value": "1. 0-left,\n2. 0-right",
      "@type": "propertyValue"
    }
  ]
}`

Similarity Judgment Studies (Studies 2 and 3)

Metadata

Description

Dataset name: study2

Response data from Study 1 by Seitz, von Helversen, Albrecht, Rieskamp, & Jarecki, which examined the effect of time pressure on similarity judgments.

Metadata for search engines
  • Temporal Coverage: NA

  • Spatial Coverage: laboratory

  • Citation: Seitz, von Helversen, Albrecht, Rieskamp, & Jarecki

  • Date published: 2022-12-05

  • Creator:

name value
@type Person
givenName Florian I.
familyName Seitz
email
affiliation Organization , University of Basel, Switzerland
@type Person
givenName Bettina
familyName von Helversen
affiliation Organization , University of Bremen, Germany
@type Person
givenName Rebecca
familyName Albrecht
affiliation Organization , University of Basel, Switzerland
@type Person
givenName Jörg
familyName Rieskamp
affiliation Organization , University of Basel, Switzerland
@type Person
givenName Jana B.
familyName Jarecki
affiliation Organization , University of Basel, Switzerland
x
time pressure
similarity
categorization
multi-attribute inference
cognitive modelling

Codebook table

JSON-LD metadata

The following JSON-LD can be found by search engines, if you share this codebook publicly on the web.

{
  "citation": "Seitz, von Helversen, Albrecht, Rieskamp, & Jarecki",
  "creator": {
    "@type": "Person",
    "givenName": "Florian I.",
    "familyName": "Seitz",
    "email": "florian.seitz@unibas.ch",
    "affiliation": {
      "@type": "Organization",
      "name": "University of Basel, Switzerland"
    },
    "@type.1": "Person",
    "givenName.1": "Bettina",
    "familyName.1": "von Helversen",
    "affiliation.1": {
      "@type": "Organization",
      "name": "University of Bremen, Germany"
    },
    "@type.2": "Person",
    "givenName.2": "Rebecca",
    "familyName.2": "Albrecht",
    "affiliation.2": {
      "@type": "Organization",
      "name": "University of Basel, Switzerland"
    },
    "@type.3": "Person",
    "givenName.3": "Jörg",
    "familyName.3": "Rieskamp",
    "affiliation.3": {
      "@type": "Organization",
      "name": "University of Basel, Switzerland"
    },
    "@type.4": "Person",
    "givenName.4": "Jana B.",
    "familyName.4": "Jarecki",
    "affiliation.4": {
      "@type": "Organization",
      "name": "University of Basel, Switzerland"
    }
  },
  "spatialCoverage": "laboratory",
  "temporalCoverage": "NA",
  "keywords": ["time pressure", "similarity", "categorization", "multi-attribute inference", "cognitive modelling"],
  "name": "study2",
  "description": "Response data from Study 1 by Seitz, von Helversen, Albrecht, Rieskamp, & Jarecki, which examined the effect of time pressure on similarity judgments.\n\n\n## Table of variables\nThis table contains variable names, labels, and number of missing values.\nSee the complete codebook for more.\n\n|name               |label                                                                            | n_missing|\n|:------------------|:--------------------------------------------------------------------------------|---------:|\n|subj               |Participant identifier                                                           |         0|\n|cond               |Between-subjects time pressure condition                                         |         0|\n|phase              |Within-subjects time pressure phase                                              |         0|\n|trial              |Trial number for each participant                                                |         0|\n|type               |Stimulus type                                                                    |         0|\n|stimulus           |Stimulus identifier (e.g., 111-555 for left stimulus 111 and right stimulus 555) |         0|\n|f1l                |Feature 1, left stimulus                                                         |         0|\n|f2l                |Feature 2, left stimulus                                                         |         0|\n|f3l                |Feature 3, left stimulus                                                         |         0|\n|f1r                |Feature 1, right stimulus                                                        |         0|\n|f2r                |Feature 2, right stimulus                                                        |         0|\n|f3r                |Feature 3, right stimulus                                                        |         0|\n|raw                |Participants' raw response (from 0 to 500)                                       |      3508|\n|resp               |Participants' rescaled response (from 0 to 1)                                    |      3508|\n|contemplation_time |Participants' contemplation time                                                 |      2744|\n|contemplation_tp   |Contemplation time pressure in ms                                                |      5950|\n|resp_time          |Participants' response time                                                      |      3352|\n|resp_tp            |Response time pressure in ms                                                     |      5950|\n|col_order          |Color order during stimulus presentation                                         |         0|\n|shape_order        |Shape order during stimulus presentation                                         |         0|\n|tp_first           |Time pressure condition comes first                                              |         0|\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.9.2).",
  "datePublished": "2022-12-05",
  "@context": "http://schema.org/",
  "@type": "Dataset",
  "variableMeasured": [
    {
      "name": "subj",
      "description": "Participant identifier",
      "@type": "propertyValue"
    },
    {
      "name": "cond",
      "description": "Between-subjects time pressure condition",
      "value": "1. tp_15,\n2. tp_30,\n3. tp_50",
      "@type": "propertyValue"
    },
    {
      "name": "phase",
      "description": "Within-subjects time pressure phase",
      "value": "1. no_tp,\n2. tp",
      "@type": "propertyValue"
    },
    {
      "name": "trial",
      "description": "Trial number for each participant",
      "@type": "propertyValue"
    },
    {
      "name": "type",
      "description": "Stimulus type",
      "value": "1. all-different,\n2. all-equal,\n3. all-small,\n4. familiarization,\n5. one-large,\n6. two-large,\n7. two-small",
      "@type": "propertyValue"
    },
    {
      "name": "stimulus",
      "description": "Stimulus identifier (e.g., 111-555 for left stimulus 111 and right stimulus 555)",
      "@type": "propertyValue"
    },
    {
      "name": "f1l",
      "description": "Feature 1, left stimulus",
      "@type": "propertyValue"
    },
    {
      "name": "f2l",
      "description": "Feature 2, left stimulus",
      "@type": "propertyValue"
    },
    {
      "name": "f3l",
      "description": "Feature 3, left stimulus",
      "@type": "propertyValue"
    },
    {
      "name": "f1r",
      "description": "Feature 1, right stimulus",
      "@type": "propertyValue"
    },
    {
      "name": "f2r",
      "description": "Feature 2, right stimulus",
      "@type": "propertyValue"
    },
    {
      "name": "f3r",
      "description": "Feature 3, right stimulus",
      "@type": "propertyValue"
    },
    {
      "name": "raw",
      "description": "Participants' raw response (from 0 to 500)",
      "@type": "propertyValue"
    },
    {
      "name": "resp",
      "description": "Participants' rescaled response (from 0 to 1)",
      "@type": "propertyValue"
    },
    {
      "name": "contemplation_time",
      "description": "Participants' contemplation time",
      "@type": "propertyValue"
    },
    {
      "name": "contemplation_tp",
      "description": "Contemplation time pressure in ms",
      "@type": "propertyValue"
    },
    {
      "name": "resp_time",
      "description": "Participants' response time",
      "@type": "propertyValue"
    },
    {
      "name": "resp_tp",
      "description": "Response time pressure in ms",
      "@type": "propertyValue"
    },
    {
      "name": "col_order",
      "description": "Color order during stimulus presentation",
      "value": "1. 012,\n2. 021,\n3. 102,\n4. 120,\n5. 201,\n6. 210",
      "@type": "propertyValue"
    },
    {
      "name": "shape_order",
      "description": "Shape order during stimulus presentation",
      "value": "1. 012,\n2. 021,\n3. 102,\n4. 120,\n5. 201,\n6. 210",
      "@type": "propertyValue"
    },
    {
      "name": "tp_first",
      "description": "Time pressure condition comes first",
      "value": "1. FALSE,\n2. TRUE",
      "@type": "propertyValue"
    }
  ]
}`