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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:
Creating 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.
Related papers
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+ |