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cogstate_speed_sum

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Cogstate Speed Sum

Researchers from University Rostock, Department of Sociology and Demography, developed the Cogstate Speed Sum to reflect all possible Cogstate tasks of the Cogstate Brief Battery, from assesment 2A, in one measurement. Please note, during the third assessment two versions of the Cogstate have been administered making it impossible to copy paste the current results (sections: Mental health (Cogstate) and secondary & linked variables).

The researchers were in contact with the Cogstate Research Group, it was decided to calculate the Cogstate Speed Sum based on the Detection, Identification and One back task. As the Cogstate Research Group stated that speed (or reaction time) is not a primary outcome of the One Card Learning task.

The Cogstate Speed Sum can be requested in the Lifelines catalogue or by email (data@lifelines.nl). When this data has been used in your research, you will have to include a reference to the following paper:


Creation of the Cogstate Speed Sum

1. Mean and standard devation were determined per age group (18-34, 35-49, 50-59, 60-69, 70-79, 80-89 and 90+).
2. The task specific variables were standardized with the extracted age-specific means and standard deviations.
3. Finally the three standardized measurements were summed up to get the Cogstate Speed sum value for each participant.


Remarks from Rostock researchers

The Rostock researchers listed the following points of attention:

  • additional z-standardizing: In some cases it could make sense to additionally z-standardize each of the three measures before you sum them up to one composite score.
  • corrected for accuracy of responses given: We think that it is important to control for accuracy because participants can be fast (= fast processing speed) but producing a lot of wrong answers. Other researchers might use the speed measure “uncontrolled”. From our methodological understanding it is good to include this as a control variable. We tried two different version: 1) The number of total trials in the used tasks of the Cogstate Speed Sum (correct trials + error trials). This is what we used in our final paper due to better model performance. 2) Only the number of error trials.


Variables

Label English Label Dutch Code Variable Assessment Age
Age-group specific z-standardized 'identification task' speed Leeftijdgroep specifieke z-gestandariseerde 'identification task' snelheid cogstate_speedidn_all_c_1 idn_speed_norm 2A 13+
Age-group specific z-standardized 'detection task' speed Leeftijdgroep specifieke z-gestandariseerde 'detection task' snelheid cogstate_speeddet_all_c_1 det_speed_norm 2A 13+
Age-group specific z-standardized 'one back task' speed Leeftijdgroep specifieke z-gestandariseerde 'one back' snelheid cogstate_speedobk_all_c_1 obk_speed_norm 2A 13+
cogstate composite score: sum of cogstate_idnspeed_all_c_1, cogstate_detspeed_all_c_1 and cogstate_obkspeed_all_c_1 cogstate composite score: de som van cogstate_idnspeed_all_c_1, cogstate_detspeed_all_c_1 en cogstate_obkspeed_all_c_1 cogstate_speedsum_all_c_1 composite_speed 2A 13+
sum of all correct and incorrect 'idn', 'det', and 'obt' responses for cogstate_idnspeed_all_c_1, cogstate_detspeed_all_c_1 and cogstate_obkspeed_all_c_1 som van alle correcte en incorrecte 'idn', 'det', en 'obt' responses voor cogstate_idnspeed_all_c_1, cogstate_detspeed_all_c_1 en cogstate_obkspeed_all_c_1 cogstate_trialstotal_all_c_1 cogstate_speed_total_trials 2A 13+
sum of all incorrect 'idn', 'det', and 'obt' responses (errors) for cogstate_idnspeed_all_c_1, cogstate_detspeed_all_c_1 and cogstate_obkspeed_all_c_1 som van alle incorrecte 'idn', 'det', en 'obt' responses (errors) voor cogstate_idnspeed_all_c_1, cogstate_detspeed_all_c_1 en cogstate_obkspeed_all_c_1 cogstate_trialserror_all_c_1 cogstate_speed_error_trials 2A 13+
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cogstate_speed_sum.1674824863.txt.gz · Last modified: 2025/02/05 14:49 (external edit)