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cogstate

Cogstate

The Cogstate is a battery of computerized cognitive tests used in Lifelines to broadly assess cognitive functioning of participants (section: mental health). The test battery was performed in ~68,000 able participants aged 13 years and older during 2A Visit 1, and is used again in the ongoing assessment 3A.
The Cogstate is used in conjunction with other cognition tests in Lifelines, i.e. the RFFT and the MMSE. Raw data of the Cogstate was used to calculate the Cogstate Speed Composite (CSC).

Protocol

Lifelines uses the brief battery of Cogstate tests. Measuring different cognitive function domains which were completed in the following order:

  1. Detection task (psychomotor function / speed of processing) (2 min)
  2. Identification task (visual attention/vigilance) (2 min)
  3. One back (working memory) (2 min)
  4. One Card Learning task (visual learning & memory) (5 min)

NB: The Groton Maze Learning Task, which is part of the full Cogstate battery, was not used in Lifelines.

All subtests are based on playing card formats, with little reliance on assessment of verbal abilities. The Brief Battery can be administered un-supervised.
Written instructions are presented on the screen. Responses are made on a computer keyboard represented on the screen, with responses by using the “k” key for yes and “d” key for no. Outcome measures are:

  1. number of errors/correct responses
  2. reaction time

The participant should be able to use a computer keyboard or mouse with one hand and should be able to see the computer screen (i.e. normal vision observation). If participants use reading glasses, they are recommended to use them during this task.

cogstate_sop_in_dutch.pdf

Validation

Content validity: Content validity of the Cogstate can be considered good because it includes a broad range of cognitive functioning domains. The Cogstate testing method has been validated in international peer-reviewed journals. It targets a wide range of cognitive domains, including simple reaction time, attention, executive function and social-emotional cognition. The tests are designed to maximize the signal and minimize the noise from cognitive recordings taken in research trials. They have a proven ability to detect both improvement and decline in cognition.

Criterion/construct validity: No gold standard is currently available to measure cognitive functioning. However, The MMSE is a widely used screening instrument for cognitive function and measures global cognitive functioning 1). Based on a case control study including 21 subjects with mild cognitive impairment and 98 healthy controls (age > 60 year), the Cogstate had a sensitivity of 78% and specificity of 90%. This was much higher compared to the Mini Mental State examination (MMSE) (sensitivity: 44%, specificity: 69%). The study also investigated the sensitivity and specificity of the Hopkins Verbal Learning Test (HVLT) and this test had a slightly better sensitivity (79%) and specificity (95%) compared to the Cogstate 2). However, the HVLT is based on a paper-and-pencil test, which needs to be conducted under guidance of an assistant which may influence sensitivity and specificity. In this case-control study, participants performing the Cogstate were supervised by one of three psychologists through a practice session on the Cogstate (to maximize good performance), followed by the test battery with minimal supervision/assistance.

The test-retest reliability of different Cogstate subtests has been described in various studies 3) 4) 5).

Responsiveness of the instrument has been assessed by measuring decline in cognitive performance of patients with mild Alzheimer’s Disease on the International Shopping List Test (ISLT); a subtest of the Cogstate6). Results show that compared to controls, patients with Alzheimer’s Disease show deterioration in verbal memory over a period of one year. We would expect similar results on all other subtests of the CogState suggesting that the Cogstate is sensitive to changes in cognitive functioning in persons with Alzheimer’s disease. A longer period of follow-up would be needed to be able to say something about responsiveness among the general population (i.e. persons without cognitive impairments).

Cogstate in Lifelines: correlations between the Cogstate and RFFT scores are described in a paper by Kuiper et al. 7)

Versions

The Cogstate brief battery was measured during 2A Visit 1 and 3A Visit 1. During the third assessment (3A) the test was redesigned by the Cogstate research group. The test and protocol stayed the same for the participants, however more variables were measured during the test.
In 2A Visit 1 around 92.000 participants had valid Cogstate results. In 3A Visit 1 around 15.000 participants had valid results on the original brief battery and 24.000 on the redesigned version. At this moment assessment 3A is still going on, meaning the redesigned version number will increase overtime.

Variable suffixes

  • To reflect the difference between the Cogstate variables and the redesigned Cogstate variables, please pay attention to how the variables are written in the column named 'Code' in the variable table.
  • Most variables listed in the below table are test specific. For this reason a '_XX' will be added to the variable name in data releases. Due to a database variable continuity the '_XX' suffixes per test are different from the order in which the tasks were performed. The suffixes are as followed:
Task in order of completion Suffix
Detection task _02
Identification task _01
One back task _04
One Card Learning task _03


Completion criteria 2A

the Cogstate variables are, just as all other data, presented 'as-is'. Meaning that all available data will be present. The Cogstate research group has a completion criteria for all participants. This criteria determines when according to their standards the test was valid. If a participant scored to low on one of the following variables the results of the test is considered invalid.

Task in order of completion cogstate_stimuli_all_m_1 cogstate_hitrate_all_m_1
Detection task < 27 < 80%
Identification task < 23 < 80%
One back task < 24 < 70%
One Card Learning task < 60 < 50%


Variables

Label English Code Variable Assessment Age
Session passed completion criteria? cogstate_completion_all_m_2 SessionCompletionPass 3A Visit 1 13+
Test completion criteria cogstate_completion_all_m_1_XX COMPLETION 3A Visit 1 13+
Test performance criteria cogstate_completion_all_m_2_XX TestCompletionPass 3A Visit 1 13+
Session passed performance criteria? cogstate_performance_all_m_2 SessionPerformancePass 3A Visit 1 13+
Test performance criteria cogstate_performance_all_m_2_XX TestPerformancePass 3A Visit 1 13+
Test integrity criteria cogstate_integrity_all_m_1_XX INTEGRITY 3A Visit 1 13+
Session passed integrity criteria? cogstate_integrity_all_m_2 SessionIntegrityPass 3A Visit 1 13+
Test integrity criteria i cogstate_integrity_all_m_2_XX TestIntegrityPass 3A Visit 1 13+
The total duration of the current session (ms) cogstate_durationtotal_all_m_2 SessionDuration 3A Visit 1 13+
The total time (ms) from test start until the end of the test cogstate_duration_all_m_2_XX TestDuration 3A Visit 1 13+
The score on the primary outcome for this test ii cogstate_primaryoutcome_all_m_2_XX PrimaryOutcome 3A Visit 1 13+
The score on the alternate outcome for this test iii cogstate_outcomealt_all_m_2_XX AlternateOutcome 3A Visit 1 13+
Speed measure - mean of reaction time for correct responses cogstate_speed_all_m_1_XX LMNUNTRANS 2A Visit 1
3A Visit 1
13+
Speed measure - standard deviation of the log10 transformed reaction time for correct responses cogstate_logstdev_all_m_1_XX LSD 2A Visit 1
3A Visit 1
13+
Raw reaction time of performance (ms) cogstate_speed_all_m_2_XX RawReactionTime 3A Visit 1 13+
Speed measure - mean of the log10 transformed reaction time for correct responses cogstate_speedtransf_all_m_1_XX LMNTRANS 2A Visit 1
3A Visit 1
13+
Reaction time of performance (log10 ms) cogstate_speedtransf_all_m_2_XX ReactionTime 3A Visit 1 13+
Raw consistency of performance (ms) cogstate_consistency_m_2_XX RawRTVariability 3A Visit 1 13+
Consistency of performance (log10 ms) cogstate_consistencytransf_m_2_XX RTVariability 3A Visit 1 13+
Raw accuracy of performance cogstate_accuracy_all_m_2_XX RawAccuracy 3A Visit 1 13+
Accuracy measure - arcsine square root transformed - hitrate (correct responses divided by total responses (total includes TPos, TNeg, FPos, FNeg, anticipations and max outs) cogstate_hitratetransf_all_m_1_XX ACCTRANS 2A Visit 1
3A Visit 1
13+
Accuracy measure - hit rate (correct responses divided by total responses (total includes TPos, TNeg, FPos, FNeg, anticipations and max outs) cogstate_hitrate_all_m_1_XX ACCUNTRANS 2A Visit 1
3A Visit 1
13+
Accuracy of performance (arcsine square root proportion correct) cogstate_accuracytransf_all_m_2_XX Accuracy 3A Visit 1 13+
Total presentations or trials. cogstate_presentations_all_m_1_XX PRESNT 2A Visit 1
3A Visit 1
13+
Total correct responses cogstate_correct_all_m_1_XX COR 2A Visit 1
3A Visit 1
13+
Number of correct responses cogstate_correct_all_m_2_XX TotalCorrect 3A Visit 1 13+
Number of correct responses after pant responses have been excluded cogstate_correctexclpant_all_m_2_XX TotalCorrectExclPant 3A Visit 1 13+
Total error responses (includes FPos, FNeg, anticipations and max outs). cogstate_errors_all_m_1_XX ERR 2A Visit 1
3A Visit 1
13+
Number of errors cogstate_errors_all_m_2_XX TotalErrors 3A Visit 1 13+
Number of legal errors cogstate_legalerrors_all_m_2_XX LegalErrors 3A Visit 1 13+
Number of errors that break the rules of the test cogstate_rulebreak_all_m_2_XX RuleBreakErrors 3A Visit 1 13+
Number of anticipatory responses cogstate_anticipatory_all_m_2_XX TotalAnticipatory 3A Visit 1 13+
Number of post responses cogstate_postresponses_all_m_2_XX TotalPost 3A Visit 1 13+
Number of maxout responses iv cogstate_maxout_all_m_2_XX TotalMaxOut 3A Visit 1 13+
number of responses (correct + errors) cogstate_responses_all_m_2_XX TotalResponses 3A Visit 1 13+
CPAL and ISLT specific - “Stimuli”. For CPAL is total filled markers, and for ISLT is total words in the presented list. cogstate_stimuli_all_m_1_XX STI 2A Visit 1
3A Visit 1
13+
Number of stimuli cogstate_stimuli_all_m_2_XX TotalTrials 3A Visit 1 13+
Standardized z-score for the primary outcome measure cogstate_zscore_all_m_2_XX StandardScoreZ 3A Visit 1 13+
Standardized t-score for the primary outcome measure cogstate_tscore_all_m_2_XX StandardScoreT 3A Visit 1 13+
standardized z-score for the alternate outcome measure iii cogstate_zscorealt_all_m_2_XX AltstandardScoreZ 3A Visit 1 13+
Standardized t-score for the alternate outcome measure iii cogstate_tscorealt_all_m_2_XX AltstandardScoreT 3A Visit 1 13+
The score on the psychomotor function/attention composite, incorporating the primary outcome measure for the detection and identification tests, relative to age-matched normative data cogstate_psyattscore_all_m_2_XX PsyAttStdScr 3A Visit 1 13+
The score on the learning/working memory composite, incorporating the primary outcome measures for the one card learning and one back tests (accuracy), relative to age-matched normative data cogstate_learnwmscore_all_m_2_XX LearnWMStdScr 3A Visit 1 13+
The score on the learning/working memory composite, incorporating the primary outcome measure for the ocl test (accuracy) and the alternate outcome measure for the onb test (reaction time), relative to age-matched normative data cogstate_scorealt_all_m_2_XX AltLearnWMStdScr 3A Visit 1 13+
Left- or righthanded cogstate_handedness_all_q_1 HAND 3A Visit 1 13+

i Only calculated on test _02 (Identification task)
ii Primary outcome is reaction time (Detection/Identification task) or accuracy (One Back/One Card Learning task)
iii Only calculated on test _04 (One Back task)
iv Calculated on tests _01,_02 and _04 (Detection, One back and One Card Learning task)

1)
Folstein, M. F., Folstein, S. E., & McHugh, P. R. (1975). “Mini-mental state”. A practical method for grading the cognitive state of patients for the clinician. Journal of Psychiatric Research, 12(3), 189-198
2)
de Jager, C. A., Schrijnemaekers, A. C., Honey, T. E., & Budge, M. M. (2009). Detection of MCI in the clinic: Evaluation of the sensitivity and specificity of a computerised test battery, the hopkins verbal learning test and the MMSE. Age and Ageing, 38(4), 455-460
3)
Darby, D., Maruff, P., Collie, A., & McStephen, M. (2002). Mild cognitive impairment can be detected by multiple assessments in a single day. Neurology, 59(7), 1042-1046
4)
Lim, Y. Y., Jaeger, J., Harrington, K., Ashwood, T., Ellis, K. A., Stoffler, A., . . . Maruff, P. (2013). Three-month stability of the Cogstate brief battery in healthy older adults, mild cognitive impairment, and alzheimer's disease: Results from the australian imaging, biomarkers, and lifestyle-rate of change substudy (AIBL-ROCS). Archives of Clinical Neuropsychology : The Official Journal of the National Academy of Neuropsychologists, 28(4), 320-330
5)
Falleti, M. G., Maruff, P., Collie, A., & Darby, D. G. (2006). Practice effects associated with the repeated assessment of cognitive function using the Cogstate battery at 10-minute, one week and one month test-retest intervals. Journal of Clinical and Experimental Neuropsychology, 28(7), 1095-1112
6)
Lim, Y. Y., Pietrzak, R. H., Snyder, P. J., Darby, D., & Maruff, P. (2012). Preliminary data on the effect of culture on the assessment of alzheimer's disease-related verbal memory impairment with the international shopping list test. Archives of Clinical Neuropsychology : The Official Journal of the National Academy of Neuropsychologists, 27(2), 136-147
7)
Kuiper, J.S., Oude Voshaar, R.C., Verhoeven, F.E.A., Zuidema, S.U., and Smidt, N. (2017). Comparison of cognitive functioning as measured by the Ruff Figural Fluency Test and the Cogstate computerized battery within the LifeLines Cohort Study. BMC Psychol. 5, 15
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cogstate.txt · Last modified: 2023/09/26 15:20 by flip