Definition
This construct measures the breadth of vocabulary known by an individual and is a core measure of crystallized intelligence (Diehl, Willis, and Schaie, 1995). Unlike most cognitive measures, verbal ability has been shown to be greater in older adults relative to the young (Park et al., 2002). A classic paper Horn and Cattell (1967) provides a theoretical conceptualization of verbal ability—in relation to crystallized intelligence—and relevant measures.
References
eDiehl, M., Willis, S.L., Schaie, K.W. (1995). Everyday problem solving in older adults: Observational assessment and cognitive correlates. Psychology and Aging, 10, 478-491. https://doi.org/10.1037/0882-7974.10.3.478
Horn, J., & Cattell, R.B. (1967). Age differences in fluid and crystallized intelligence. Acta Psychologica, 26, 107-129. https://doi.org/10.1016/0001-6918(67)90011-X
Park, D.C., Lautenschlager, G., Hedden, T., Davidson, N.S., Smith, A.D., Smith, P.K. (2002). Models of visuospatial and verbal memory across the adult lif span. Psychology and Aging, 17, 299–320. https://doi.org/10.1037/0882-7974.17.2.299
6.24 Educational Testing Service Advanced Vocabulary
- Description (task duration: self-paced, approximately 10-20 minutes): This a paper and pencil task. Participants compare a target word with five other words and select the one word that means the same or most nearly the same as the target word. The task is divided into 2 sections. Participants are given 4 minutes per section to select 18 synonyms (or 36 trials total).
- Scoring: Participants’ scores are penalized for wrong answers; total score equals total number of items correct – .25*(number of items incorrect). Higher scores indicate better vocabulary.
Primary Reference:
Ekstrom, R. B., French, J. W., Harman, H., & Derman, D. (1976). Kit of factor-referenced
cognitive tests (rev. ed.). Princeton, NJ: Educational Testing Service.
6.25 Shipley Vocabulary
- Description (task duration: self-paced, approximately 10-20 minutes): This a paper and pencil task. Participants compare a target word with four other words and select the one that means the same or most nearly the same as the target word. This task is not timed and there are 40 trials.
- Scoring: Final score is the total number of items correct. Higher scores indicate better vocabulary.
Primary Reference:
Zachary, A. & Shipley, W. C. (1986). Shipley Institute of Living Scale. RevisedManual. Los
Angeles, CA: Western Psychological Services.
6.26 CANTAB Graded Naming Task
- Description (task duration: approximately 10-15 minutes): Thirty-line drawings are present on a computer screen, one at a time, with increasing difficulty. Participants must orally identify the exact name of each drawing (e.g., kangaroo, bellows). This task is not timed.
- Scoring: Final score is the total number of items correct. Higher scores indicate better vocabulary.
Primary Reference:
Robbins, T.W., James, M., Owen, A.M., Sahakian, B.J., McInnes, L., Rabbitt, P. (1994).
Cambridge Neuropsychological Test Automated Battery (CANTAB): A factor analytic
study of a large sample of normal elderly volunteers. Dementia, 5, 266-281. https://doi.org/10.1159/000106735
Software Reference:
CantabEclipse. Cambridge Cognition (2007).
https://www.cambridgecognition.com/cantab/cognitive-tests/graded-naming-test-gnt/
6.27 NIH ToolBox Oral Reading Recognition Test
- Description (task duration: 3 minutes): Participants see a series of letters and words presented one at a time on the computer screen and are to give the correct pronunciation for that series of letters or word. Items are presented in order of difficulty; the iPad adjusts the difficulty level of items depending on the participant’s performance. The number of items presented will depend on age and performance; for most participants, the measure will last approximately 3 minutes and will contain about 25 items. The iPad will administer each item one by one, in an untimed fashion, until the test is completed. The examiner is responsible for recording whether each response is correct.
- Scoring: Participants are given credit for each series of letters or word pronounced correctly. Multiple dependent variables are provided via NIH Toolbox: (1) the NIH Oral Reading Recognition Task Theta score represents the overall ability or performance of the participant, (2) the NIH Oral Reading Recognition Task Standard Error represents the standard error, (3) the NIH Oral Reading Recognition Task Uncorrected Standard Score uses a standard score metric (normative mean=100, SD=15) and compares the participant’s score to the entire NIH Toolbox nationally representative normative sample, (4) the NIH Oral Reading Recognition Task Age-Corrected Standard Score compares the participant’s score to scores of participants of the same age in the NIH Toolbox nationally representative normative sample, (5) the NIH Oral Reading Recognition Task National Percentile (age adjusted) represents the percentage of participants the test-taker scored higher than when being compared to participants of the same age, (6) the NIH Oral Reading Recognition Task Fully-Corrected T-score represents the performance of the participant in comparison to the NIH Toolbox nationally representative normative sample, while adjusting for key demographic values.
Primary Reference:
Gershon, Richard C et al. “NIH toolbox for assessment of neurological and behavioral function.”
Neurology vol. 80,11 Suppl 3 (2013): S2-6. doi:10.1212/WNL.0b013e3182872e5f
Software Reference:
NIH Toolbox for the iPad test ver. 2.1
https://nihtoolbox.force.com/s/article/nih-toolbox-scoring-and-interpretation-guide
Note: Please note the differences in administration for this task across the three waves of data collection. Participants in DLBS Wave 2 performed NIH Toolbox Oral Reading Recognition Task on a desktop computer, whereas participants in DLBS Wave 3 performed the task on an iPad. This change was mandated by developers and standardized scores will differ between the two forms of administration. For additional details, we refer you to the NIH Toolbox website: https://www.healthmeasures.net/explore-measurement-systems/nih-toolbox/obtain-and-administer-measures.
6.28 NIH ToolBox Picture Vocabulary
- Description (task duration: 5 minutes): Participants are presented with four pictures on the iPad screen and an audio recording saying a word. The participant is instructed to touch the picture that most closely shows the meaning of the word. After the participant makes a choice, another set of pictures automatically appears with the next item and associated audio file. The number of items presented depends on age and performance; for most participants, the measure will last approximately five minutes and will contain about 25 items. The iPad administers each item one by one, in an untimed fashion, until the test is completed.
- Scoring: Participants are given credit for each correct pairing of audio recording and picture. Multiple dependent variables are provided via NIH Toolbox: (1) the NIH Picture Vocabulary Task Theta score represents the overall ability or performance of the participant, (2) the NIH Picture Vocabulary Task Standard Error represents the standard error, (3) the NIH Picture Vocabulary Task Uncorrected Standard Score uses a standard score metric (normative mean=100, SD=15) and compares the participant’s score to the entire NIH Toolbox nationally representative normative sample, (4) the NIH Picture Vocabulary Task Age-Corrected Standard Score compares the participant’s score to participants of the same age in the NIH Toolbox nationally representative normative sample, (5) the NIH Picture Vocabulary Task National Percentile (age adjusted) represents the percentage of participants the test-taker scored higher than when being compared to participants of the same age, (6) the NIH Picture Vocabulary Task Fully-Corrected T-score represents the performance of the participant in comparison to the NIH Toolbox nationally representative normative sample, while adjusting for key demographic values.
Primary Reference:
Gershon, Richard C et al. “NIH toolbox for assessment of neurological and behavioral function.”
Neurology vol. 80,11 Suppl 3 (2013): S2-6. https://doi.org/10.1212/WNL.0b013e3182872e5f
Software Reference:
NIH Toolbox for the iPad test ver. 2.1
https://nihtoolbox.force.com/s/article/nih-toolbox-scoring-and-interpretation-guide
Note: Please note the differences in administration for this task across the three waves of data collection. Participants in DLBS Wave 2 performed NIH Toolbox Oral Reading Recognition Task on a desktop computer, whereas participants in DLBS Wave 3 performed the task on an iPad. This change was mandated by developers and standardized scores will differ between the two forms of administration. For additional details, we refer you to the NIH Toolbox website: https://www.healthmeasures.net/explore-measurement-systems/nih-toolbox/obtain-and-administer-measures.
Vocabulary Construct Data Set: Key to Names and Data Structure in Data Set
Item Name | S# | Subject Identifier |
Subject Number | S# | Subject identifier | |
Age Interval | AgeInterval | Age at wave recoded into 3-year intervals | 20-100 |
Sex | Sex | Participant’s biological sex. | m = Male f = Female |
Race | Race | Race that the participant self-identifies with. | 1 = Asian American/ Pacific Islander 2 = Black/African American 3 = Multiracial 4 = Native American 5 = White/Caucasian 6 = Other 7 = Unknown |
Ethnicity | Ethnicity | Ethnicity that the participant self-identifies with. | 1=Hispanic/Latin(o/a) 0 = Non-Hispanic |
Handedness Score | HandednessScore | Average score of participant hand preference while completing various tasks. Higher scores indicate preference for the right hand. | Score range: 0-4 0 = Always left 1 = Usually left 2 = No preference 3 = Usually right 4 = Always right |
Mini-Mental State Exam Total | MMSE | Total # of items answered correctly. | Score range: 0-30 |
Cognitive Battery Wave 1-2 Interval | CogW1toW2 | Interval between cognitive testing day 1 for waves 1-2. | # of Years |
Cognitive Battery Wave 2-3 Interval | CogW2toW3 | Interval between cognitive testing day 1 for waves 2-3. | # of Years |
Cognitive Battery Wave 1-3 Interval | CogW1toW3 | Interval between cognitive testing day 1 for waves 1-3. | # of Years |
Take Home Wave 1-2 Interval | TakeHomeW1toW2 | Interval between Take Home for waves 1-2. | # of Years |
Take Home Wave 2-3 Interval | TakeHomeW2toW3 | Interval between Take Home for waves 2-3. | # of Years |
Take Home Wave 1-3 Interval | TakeHomeW1toW3 | Interval between Take Home for waves 1-3. | # of Years |
MRI Wave 1-2 Interval | MRIW1toW2 | Interval between MRI scan for waves 1-2. | # of Years |
MRI Wave 2-3 Interval | MRIW2toW3 | Interval between MRI scan for waves 2-3. | # of Years |
MRI Wave 1-3 Interval | MRIW1toW3 | Interval between MRI scan for waves 1-3. | # of Years |
Amyloid PET Wave 1-2 Interval | PETAmyW1toW2 | Interval between amyloid PET scan for waves 1-2. | # of Years |
Amyloid PET Wave 2-3 Interval | PETAmyW2toW3 | Interval between amyloid PET scan for waves 2-3. | # of Years |
Amyloid PET Wave 1-3 Interval | PETAmyW1toW3 | Interval between amyloid PET scan for waves 1-3. | # of Years |
Highest Level of Education Completed | EduComp5 | This is an ordinal measure of participants’ self-reported highest level of education completed. | 1 = Less than high school graduate 2 = High school graduate/GED 3 = Some college/trade/ technical/business school 4 = Bachelor’s degree 5 = Some graduate work 6 = Master’s degree 7 = MD/JD/PhD/other advanced degree |
Education Estimated Years Capped | EduYrsEstCap5 | This is a conversion of the participant’s self-reported highest level of education into a capped estimated number of years it would take to reach this highest level of education. The “capped” comes into play when someone spend a longer time than usual for a certain degree but did not complete it. In short, someone with a lot of years of education but did not complete a degree will not score higher than someone who did complete the degree. | 11 maximum = Less than High school 12 = High School 15 maximum = Some College 16 = Bachelor’s degree 20 maximum = Some Graduate Work 18 = Master’s degree 21 = MD/JD/PhD/ Advanced degree |
Construct Name | ConstructName | Vocabulary | |
Construct Number | ConstructNumber | Construct 6 | |
Wave | Wave | Denotes the data collection wave. See individual differences data set for more detail, including testing date intervals. | 1 = Wave 1 2 = Wave 2 3 = Wave 3 |
Has Data | HasData | Yes = 1 No = 2 | |
Number of Tasks in Construct | NumTasks | How many tasks make up the Vocabulary construct | 5 tasks for Vocabulary |
Task 24—ETS Vocabulary | Task24 (column: AA) | 1 = Has data 2 = Task data partial 3 = No task data | |
ETS Advanced Vocabulary Total | ETSVocab24 | Dependent Variable: Total # of items correct – .25*(# of items incorrect) | Score range: 0-36 |
Task 25—Shipley Vocabulary | Task25 (column: AC) | 1 = Has data 2 = Task data partial 3 = No task data | |
Shipley Vocabulary Total | ShipVocab25 | Dependent Variable: Total # of items correct | Score range: 0-40 |
Task 26—Cantab Graded Naming Task | Task26 (column: AE) | 1 = Has data 2 = Task data partial 3 = No task data | |
CANTAB Graded Naming Task Total | CantabGnt26 | Dependent Variable: Total # of items named correctly | Score range: 0-30 |
Task 27—Oral Reading Recognition Task | Task27 (column: AG) | 1 = Has data 2 = Task data partial 3 = No task data | |
NIH Oral Reading Recognition Task Theta | NIHOralReadTheta27 | Item Response Theory (IRT) is used to score ORRT. A score known as a theta score is calculated for each participant; it represents the relative overall ability or performance of the participant. | Mean = 0, Standard Deviation = 1 |
NIH Oral Reading Recognition Task Standard Error | NIHOralReadSE27 | Standard Error | |
NIH Oral Reading Recognition Task Uncorrected Standard Score | NIHOralReadUn27 | It compares the performance of the test-taker to those in the entire NIH Toolbox nationally representative normative sample, regardless of age or any other variable. | Normative Mean = 100, Standard Deviation = 15 |
NIH Oral Reading Recognition Task Age-Corrected Standard Score | NIHOralReadAge27 | This score compares the score of the test-taker to those in the NIH Toolbox nationally representative normative sample at the same age, where a score of 100 indicates performance that was at the national average for the test-taking participant’s age. Age-corrected standard scores were derived for adults (ages 18-85). | Mean = 100, Standard Deviation = 15 |
NIH Oral Reading Recognition Task National Percentile (age adjusted) | NIHOralReadPercent27 | A Percentile represents the percentage of people nationally above whom the participant’s score ranks (the comparison group will be based on whichever normative score is used) | Percentile rank: 0-100 |
NIH Oral Reading Recognition Task Fully-Corrected T-score | NIHOralReadFully27 | This score compares the score of the test-taker to those in the NIH Toolbox nationally representative normative sample, while adjusting for key demographic variables (education, gender, and race/ethnicity) collected during the NIH Toolbox national norming study. | Mean = 50, Standard Deviation = 10 |
Task 28—Picture Vocabulary | Task28 (column: AN) | 1 = Has data 2 = Task data partial 3 = No task data | |
NIH Picture Vocabulary Task Theta | NIHPicVocabTheta28 | Item Response Theory (IRT) is used to score the TPVT. A score known as a theta score is calculated for each participant; it represents the relative overall ability or performance of the participant. | Mean = 0, Standard Deviation = 1 |
NIH Picture Vocabulary Task Standard Error | NIHPicVocabSE28 | Standard Error | |
NIH Picture Vocabulary Task Uncorrected Standard Score | NIHPicVocabUn28 | It compares the performance of the test-taker to those in the entire NIH Toolbox nationally representative normative sample, regardless of age or any other variable. | Normative Mean = 100, Standard Deviation = 15 |
NIH Picture Vocabulary Task Age-Corrected Standard Score | NIHPicVocabAge28 | This score compares the score of the test-taker to those in the NIH Toolbox nationally representative normative sample at the same age, where a score of 100 indicates performance that was at the national average for the test-taking participant’s age. Age-corrected standard scores were derived for adults (ages 18-85). | Mean = 100, Standard Deviation = 15 |
NIH Picture Vocabulary Task National Percentile (age adjusted) | NIHPicVocabPercent28 | A Percentile represents the percentage of people nationally above whom the participant’s score ranks (the comparison group will be based on whichever normative score is used) | Percentile rank: 0-100 |
NIH Picture Vocabulary Task Fully-Corrected T-score | NIHPicVocabFully28 | This score compares the score of the test-taker to those in the NIH Toolbox nationally representative normative sample, while adjusting for key demographic variables (education, gender, and race/ethnicity) collected during the NIH Toolbox national norming study. | Mean = 50, Standard Deviation = 10 |