Construct 1: Speed of Processing


Definition

This construct measures how rapidly individuals can perceptually compare and process information (Park, 2000 in D.C. Park & N. Schwartz (Eds.)). It is highly sensitive to cognitive function and is considered a basic core component of cognition. Timothy Salthouse authored a classic paper that fully describes both theoretical importance and empirical measures of speed of processing (Salthouse,1996).

References

Salthouse, T.A. (1996). The processing-speed theory of adult age differences in cognition. Psychological Review, 103, 403-428.

Park, D.C. (2000). The basic mechanisms accounting for age-related decline in cognitive function. In D.C. Park & N. Schwartz (Eds.), Cognitive Aging: A primer, pp. 3 -21.  Psychology Press.

1.1 Digit Comparison Task

Description (task duration: 2.5 minutes): Participants have to decide whether two number strings that are either 3, 6, or 9 digits in length, have identical digits or different digits. The task is divided into 3 separate sets; a set is comprised only of 3-digits, 6-digits, or 9-digits comparisons (ie., a set doesn’t contain a mix of different string lengths).  Subjects are given 45 seconds for each set to try to complete as many comparisons as they can.  The number correctly completed for 3-, 6-, and 9-item strings, as well as total correct, is available. Higher scores are better.

Primary Reference:

Salthouse T. A., Babcock R. L. (1991). Decomposing adult age differences in working memory. Developmental Psychology, 27, 763-776.

Development of Cross-culturally Appropriate Measures

Hedden, T., Park, D. C., Nisbett, R., Ji, LJ, Jing, Q., & Jiao, S. (2002). Cultural variation in verbal versus spatial neuropsychological function across the life span. Neuropsychology, 16, 65-73. 

1.2 WAIS-III Digit Symbol

Description (Task Duration: 1.5 minutes): Participants are shown nine geometric symbols that are each assigned to a digit from 1 to 9. They are then presented with randomized digits and asked to draw the corresponding symbol below each digit as quickly as possible for 90 seconds.

Primary Reference:

Wechsler, D., (1997). WAIS-III: Administration and scoring manual: Wechsler Adult Intelligence Scale. San Antonio, TX: Psychological Corporation.

1.3 NIH Toolbox Pattern Comparison Speed Test

Description (task duration: 1.5 minutes): Participants are shown two pictures side-by-side and are asked to discern whether the pictures are the same or different. If the pictures are the same, the participant presses the “Yes” button. If the pictures are not the same, the participant presses the “No” button. The participant is instructed to only use their index finger on their dominant hand to press either button. Participants’ raw score is the number of 130 items correct in an 85-second period. The items are designed to be simple to most purely measure processing speed. Higher scores reflect faster speeds of processing.

Caution: Participants in DLBS Wave 2 performed the NIH Toolbox Pattern Comparison Speed Test on a desktop computer, whereas, participants in DLBS Wave 3 performed the task on an ipad.  NIH toolbox provides a computed score to equate the different platforms (desktop and ipad) used.  For additional details, we refer you to the the NIH Toolbox website: https://www.healthmeasures.net/explore-measurement-systems/nih-toolbox/obtain-and-administer-measures.

Primary Reference:

Gershon RC, Wagster MV, Hendrie HC, Fox NA, Cook KF, Nowinsky CJ. NIH Toolbox for Assessment of Neurological and Behavioral Function. Neurology. 2013; 80: S1-S92.

Software Reference:

NIH Toolbox for the iPad test ver. 2.1

https://nihtoolbox.force.com/s/article/nih-toolbox-scoring-and-interpretation-guide

Speed of Processing Ability Construct: Key to Names and Data Structure in Data Set

Item NameAbbreviationDescriptionMeasurement
Subject NumberS#Subject identifier 
Age IntervalAgeIntervalAge at wave recoded into 3-year intervals20-100
SexSexParticipant’s biological sex.m = Male
f = Female
RaceRaceRace 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
EthnicityEthnicityEthnicity that the participant self-identifies with.1=Hispanic/Latin(o/a)
0 = Non-Hispanic
Handedness ScoreHandednessScoreAverage 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 TotalMMSETotal # of items answered correctly.Score range: 0-30
Cognitive Battery Wave 1-2 IntervalCogW1toW2Interval between cognitive testing day 1 for waves 1-2.# of Years
Cognitive Battery Wave 2-3 IntervalCogW2toW3Interval between cognitive testing day 1 for waves 2-3.# of Years
Cognitive Battery Wave 1-3 IntervalCogW1toW3Interval between cognitive testing day 1 for waves 1-3.# of Years
Take Home Wave 1-2 IntervalTakeHomeW1toW2Interval between Take Home for waves 1-2.# of Years
Take Home Wave 2-3 IntervalTakeHomeW2toW3Interval between Take Home for waves 2-3.# of Years
Take Home Wave 1-3 IntervalTakeHomeW1toW3Interval between Take Home for waves 1-3.# of Years
MRI Wave 1-2 IntervalMRIW1toW2Interval between MRI scan for waves 1-2.# of Years
MRI Wave 2-3 IntervalMRIW2toW3Interval between MRI scan for waves 2-3.# of Years
MRI Wave 1-3 IntervalMRIW1toW3Interval between MRI scan for waves 1-3.# of Years
Amyloid PET Wave 1-2 IntervalPETAmyW1toW2Interval between amyloid PET scan for waves 1-2.# of Years
Amyloid PET Wave 2-3 IntervalPETAmyW2toW3Interval between amyloid PET scan for waves 2-3.# of Years
Amyloid PET Wave 1-3 IntervalPETAmyW1toW3Interval between amyloid PET scan for waves 1-3.# of Years
Highest Level of Education CompletedEduComp5This 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 CappedEduYrsEstCap5This 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 NameConstructNameSpeed of Processing 
Construct NumberConstructNumberConstruct 1 
WaveWaveDenotes 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 DataHasData1 = Yes, returned for wave 2 = No, did not return for wave 
Number of Tasks in ConstructNumTasksHow many tasks make up the speed of processing construct3 Tasks for Speed of Processing
Task 1—Digit ComparisonTask1 (column: AA)1 = Has data 2 = Task data partial 3 = No task data 
Digit Comparison 3DigComp3_1Total correct for 3-digit stringsScore Range: 0-64
Digit Comparison 6DigComp6_1Dependent Variable: total correct for 6-digit stringsScore Range: 0-64
Digit Comparison 9DigComp9_1Dependent Variable: total correct for 9-digit stringsScore Range: 0-64
Digit Comparison TotalDigCompTotal1Dependent Variable: Total correct summed across T3, T6, and T9 trialsScore Range: 0-192
Task 2—Digit SymbolTask2 (column: AF)1 = Has data 2 = Task data partial 3 = No task data 
Digit Symbol TotalDigSymTotal2Number of items matched correctly in 90 secScore Range: 0-93
Task 3—NIH Toolbox Pattern Comparison Speed TestTask3 (column: AH)1 = Has data 2 = Task data partial 3 = No task data 
NIH Toolbox Pattern Comparison Speed TestNIHSpeedRaw3The participant’s raw score is the number of items answered correctly in 85 seconds of response time, with a range of 0-130. This score is then converted to the NIH Toolbox normative standard scores.Score Range: 0-130
NIH Toolbox Pattern Comparison Speed TestNIHSpeedComp3The computed score is a conversion between the desktop and iPad data present in wave 3.Score Range: 0-130
NIH Toolbox Pattern Comparison Speed TestNIHSpeedUn3   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,
SD = 15
NIH Toolbox Pattern Comparison Speed TestNIHSpeedAge3This 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 Toolbox Pattern Comparison Speed TestNIHSpeedPercent3           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 Toolbox Pattern Comparison Speed TestNIHSpeedFully3This 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