Alternating Reward — Stroop variant (ARS) Pilot

Created by Abs Dey 06-04-2025


Basic Design



Participants go through learning, practice, and baseline blocks of Stroop stimuli. Following this, they go through two types of Stroop blocks:

  1. Reward Blocks — A specific ink color is rewarded

  2. No Reward Blocks — No colors/trials are rewarded.

Participants are given 4 cycles of alternating sequences of 1. and 2. above. Reward blocks always start at the beginning of the cycle.


Preliminaries

Added short IDs to data...
Long and short format IDs match in number(28).

0 checks needed.

Note. For each participant, we plot the RT for every trial during the experimenal phase of the study. That is, all trials excluding those in the Learning and Practice blocks are included. For a given trial, participants’ RT is indicated by the position of the midpoint of a dash. Green dashes indicate congruent trials. Red dashes indicate incongruent trials. The section with white background at the start of each trial series is a baseline block. The turquoise background is a reward block, and the gray background is a no reward block.

Note. For each participant, we plot the RT for every trial during the experimenal phase of the study. That is, all trials excluding those in the Learning and Practice blocks are included. For a given trial, participants’ RT is indicated by the position of the midpoint of a dash. Green dashes indicate congruent trials. Red dashes indicate incongruent trials. The section with white background at the start of each trial series is a baseline block. The turquoise background is a reward block, and the gray background is a no reward block.


Filters

Note: Removed participant ” 6837a5” due to them pressing any button as fast as possible (<100 ms) during non-reward contexts (see QC trial structure checks).

# RT cutoffs based on prior work
# removing  " 6837a5" (note the leading space); 
#   RTs < 100 during non-rewarded blocks; speeding past those blocks
data <- df |>
  filter(Stimulus.RT>200 & Stimulus.RT<3000 & ShortID != " 6837a5")

# reset unique_ids and unique_sids for summaries
unique_ids <- unique(data$ProlificID)
unique_sids <- unique(data$ShortID)


Alternating Blocks

Here we’re inspecting descriptives for only the alternating sequence of reward and no reward blocks. That is, we don’t look at Learning, Practice, or Baseline blocks.


RT Density Plots

Code 
cutoff_rts <- data |>
  filter(Stimulus.ACC == 1) |>
  group_by(ShortID) |>
  summarise(
    cutoff_cong = round(unique(CutoffRTcong.Session.)),
    cutoff_incong = round(unique(CutoffRTincong.Session.))
  ) |>
  pivot_longer(
    cols = c(cutoff_cong, cutoff_incong),
    names_to = "cutoff_type",
    values_to = "rt_value"
  )

p <- data |>
  filter(Stimulus.ACC == 1 & !is.na(AlternatingBlocks)) |>
  ggplot(aes(x = Stimulus.RT)) + 
  geom_histogram(aes(y = ..density..), colour = "black", fill = "white", bins = 50) +
  geom_density(alpha = .2, fill = "grey40") +
  geom_vline(data = cutoff_rts, 
             aes(xintercept = rt_value, color = cutoff_type), 
             linetype = "dashed", linewidth = 0.8) +
  scale_color_manual(
    values = c("cutoff_cong" = "lightgreen", "cutoff_incong" = "lightcoral"),
    labels = c("Congruent Cutoff", "Incongruent Cutoff")
  ) +
  facet_wrap(~ ShortID, scales = "free_y", ncol=3) +
  scale_x_continuous(
    limits = c(150, 3000),
    # expand = c(0.02, 0.02),
    breaks = seq(300, 2800, by = 500)
  ) +
  labs(
    title = "RT by Participant",
    x = "RT (ms)",
    y = "Density"
  ) +
  theme_minimal() +
  theme(
    legend.position = "None",
    strip.text = element_text(size = 12),
    axis.text = element_text(size = 12)
  )

ggsave(
  filename = "participant_rt_dist.svg", 
  plot = p,
  device = "svg",
  width = 18,  
  height = 18,  
  dpi = 300,   
  bg = "white" 
)

rm(p) # clearing space

Note. Only accurate RTs are shown here. Green dashed lines indicate a participant’s cutoff RT for congruent trials. Red dashed lines indicate their cutoff RT for incongruent trials. Cutoffs were based on their performance during a baseline block and were set to their median RT for a congruent/incongruent trial type.

Note. Only accurate RTs are shown here. Green dashed lines indicate a participant’s cutoff RT for congruent trials. Red dashed lines indicate their cutoff RT for incongruent trials. Cutoffs were based on their performance during a baseline block and were set to their median RT for a congruent/incongruent trial type.


Trial Rewarded (collapsed blocks) x Congruency: RT

Overall

Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 640 100 27
No Incongruent 734 118 27
Yes Congruent 468 85 27
Yes Incongruent 506 100 27

55ec49b
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 534 151 348
No Incongruent 633 236 338
Yes Congruent 391 163 69
Yes Incongruent 384 70 67

5dec892
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 710 186 323
No Incongruent 800 238 326
Yes Congruent 508 116 71
Yes Incongruent 550 174 69

6333926
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 705 276 343
No Incongruent 799 333 336
Yes Congruent 479 113 69
Yes Incongruent 505 161 68

66294c6
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 642 325 332
No Incongruent 674 302 331
Yes Congruent 501 187 67
Yes Incongruent 559 244 68

665b7b0
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 588 204 345
No Incongruent 744 304 341
Yes Congruent 401 90 69
Yes Incongruent 491 269 67

66d8045
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 558 142 351
No Incongruent 617 174 346
Yes Congruent 520 121 70
Yes Incongruent 510 129 71

67161c9
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 599 229 328
No Incongruent 708 273 298
Yes Congruent 452 81 69
Yes Incongruent 479 170 68

673e912
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 731 356 305
No Incongruent 874 431 301
Yes Congruent 504 219 69
Yes Incongruent 513 217 67

6766a8b
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 726 224 349
No Incongruent 808 234 334
Yes Congruent 620 318 71
Yes Incongruent 708 219 71

67856a3
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 661 249 324
No Incongruent 786 317 307
Yes Congruent 457 81 68
Yes Incongruent 488 128 70

67856ab
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 637 214 332
No Incongruent 743 236 309
Yes Congruent 478 77 68
Yes Incongruent 526 199 68

678fa79
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 621 213 335
No Incongruent 650 190 325
Yes Congruent 473 87 68
Yes Incongruent 487 104 66

67ab55e
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 687 277 304
No Incongruent 874 360 289
Yes Congruent 482 117 68
Yes Incongruent 522 139 68

67cb6ff
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 644 200 326
No Incongruent 683 209 334
Yes Congruent 512 80 72
Yes Incongruent 581 172 66

67d4841
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 648 183 326
No Incongruent 704 222 320
Yes Congruent 430 126 67
Yes Incongruent 463 125 70

67dac9f
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 745 187 356
No Incongruent 800 230 357
Yes Congruent 381 113 72
Yes Incongruent 384 124 72

67ef477
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 604 257 286
No Incongruent 724 372 256
Yes Congruent 451 292 68
Yes Incongruent 467 253 68

5f16f55
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 518 118 349
No Incongruent 611 198 337
Yes Congruent 392 91 71
Yes Incongruent 400 107 65

63474e6
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 599 179 250
No Incongruent 670 258 254
Yes Congruent 434 135 67
Yes Incongruent 515 237 66

63bc9e8
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 898 500 329
No Incongruent 1054 542 286
Yes Congruent 713 482 62
Yes Incongruent 777 554 60

6526f60
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 619 139 316
No Incongruent 762 252 317
Yes Congruent 440 103 70
Yes Incongruent 454 115 67

65e3323
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 518 157 316
No Incongruent 601 175 276
Yes Congruent 435 84 68
Yes Incongruent 513 126 65

6660ab8
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 498 155 330
No Incongruent 592 244 300
Yes Congruent 348 94 69
Yes Incongruent 361 118 67

66c631b
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 487 166 325
No Incongruent 548 247 307
Yes Congruent 355 80 67
Yes Incongruent 391 252 69

67ab5b2
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 549 163 334
No Incongruent 601 183 331
Yes Congruent 357 67 68
Yes Incongruent 375 101 71

67d1a4f
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 839 475 306
No Incongruent 933 478 312
Yes Congruent 493 107 68
Yes Incongruent 583 265 69

68245db
Rewarded Trial Congruency Mean RT (ms) SD N
No Congruent 714 205 356
No Incongruent 839 260 339
Yes Congruent 630 182 72
Yes Incongruent 671 163 71


Trial Rewarded (collapsed blocks) x Congruency: Errors

Overall

Rewarded Trial Congruency Mean Error SD N
No Congruent 0.084 0.061 27
No Incongruent 0.116 0.070 27
Yes Congruent 0.043 0.028 27
Yes Incongruent 0.053 0.033 27

55ec49b
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.033 0.180 360
No Incongruent 0.061 0.240 360
Yes Congruent 0.042 0.201 72
Yes Incongruent 0.069 0.256 72

5dec892
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.100 0.301 359
No Incongruent 0.094 0.293 360
Yes Congruent 0.014 0.118 72
Yes Incongruent 0.042 0.201 72

6333926
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.042 0.201 358
No Incongruent 0.059 0.236 357
Yes Congruent 0.042 0.201 72
Yes Incongruent 0.056 0.231 72

66294c6
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.078 0.268 360
No Incongruent 0.078 0.269 359
Yes Congruent 0.069 0.256 72
Yes Incongruent 0.056 0.231 72

665b7b0
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.042 0.200 360
No Incongruent 0.053 0.224 360
Yes Congruent 0.042 0.201 72
Yes Incongruent 0.069 0.256 72

66d8045
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.022 0.148 359
No Incongruent 0.039 0.194 360
Yes Congruent 0.028 0.165 72
Yes Incongruent 0.014 0.118 72

67161c9
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.089 0.285 360
No Incongruent 0.170 0.376 359
Yes Congruent 0.042 0.201 72
Yes Incongruent 0.056 0.231 72

673e912
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.121 0.327 347
No Incongruent 0.133 0.340 347
Yes Congruent 0.028 0.167 71
Yes Incongruent 0.043 0.204 70

6766a8b
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.028 0.165 359
No Incongruent 0.059 0.236 355
Yes Congruent 0.000 0.000 71
Yes Incongruent 0.014 0.118 72

67856a3
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.100 0.300 360
No Incongruent 0.147 0.355 360
Yes Congruent 0.056 0.231 72
Yes Incongruent 0.028 0.165 72

67856ab
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.078 0.268 360
No Incongruent 0.142 0.349 360
Yes Congruent 0.056 0.231 72
Yes Incongruent 0.056 0.231 72

678fa79
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.069 0.255 360
No Incongruent 0.095 0.293 359
Yes Congruent 0.056 0.231 72
Yes Incongruent 0.083 0.278 72

67ab55e
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.129 0.336 349
No Incongruent 0.184 0.388 354
Yes Congruent 0.056 0.231 72
Yes Incongruent 0.056 0.231 72

67cb6ff
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.094 0.293 360
No Incongruent 0.072 0.259 360
Yes Congruent 0.000 0.000 72
Yes Incongruent 0.083 0.278 72

67d4841
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.094 0.293 360
No Incongruent 0.111 0.315 360
Yes Congruent 0.069 0.256 72
Yes Incongruent 0.028 0.165 72

67dac9f
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.011 0.105 360
No Incongruent 0.008 0.091 360
Yes Congruent 0.000 0.000 72
Yes Incongruent 0.000 0.000 72

67ef477
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.199 0.400 357
No Incongruent 0.279 0.449 355
Yes Congruent 0.056 0.231 72
Yes Incongruent 0.029 0.168 70

5f16f55
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.031 0.172 360
No Incongruent 0.064 0.245 360
Yes Congruent 0.014 0.118 72
Yes Incongruent 0.097 0.298 72

63474e6
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.304 0.460 359
No Incongruent 0.294 0.456 360
Yes Congruent 0.069 0.256 72
Yes Incongruent 0.083 0.278 72

63bc9e8
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.071 0.257 354
No Incongruent 0.149 0.356 336
Yes Congruent 0.127 0.335 71
Yes Incongruent 0.143 0.352 70

6526f60
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.122 0.328 360
No Incongruent 0.119 0.325 360
Yes Congruent 0.028 0.165 72
Yes Incongruent 0.069 0.256 72

65e3323
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.117 0.322 358
No Incongruent 0.233 0.424 360
Yes Congruent 0.056 0.231 72
Yes Incongruent 0.097 0.298 72

6660ab8
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.081 0.273 359
No Incongruent 0.167 0.373 360
Yes Congruent 0.042 0.201 72
Yes Incongruent 0.069 0.256 72

66c631b
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.061 0.239 346
No Incongruent 0.102 0.304 342
Yes Congruent 0.056 0.232 71
Yes Incongruent 0.028 0.167 71

67ab5b2
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.072 0.259 360
No Incongruent 0.081 0.273 360
Yes Congruent 0.056 0.231 72
Yes Incongruent 0.014 0.118 72

67d1a4f
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.067 0.251 328
No Incongruent 0.093 0.291 344
Yes Congruent 0.056 0.231 72
Yes Incongruent 0.042 0.201 72

68245db
Rewarded Trial Congruency Mean Error SD N
No Congruent 0.011 0.105 360
No Incongruent 0.058 0.235 360
Yes Congruent 0.000 0.000 72
Yes Incongruent 0.014 0.118 72


Color Rewarded (across cycle) x Reward Block x Congruency: RT

Overall

Block Type Color Rewarded (cycle) Congruency Mean RT (ms) SD N se
Reward Block No Congruent 630 104 27 20
Reward Block No Incongruent 726 119 27 23
Reward Block Yes Congruent 468 85 27 16
Reward Block Yes Incongruent 506 100 27 19
No Reward Block No Congruent 670 103 27 20
No Reward Block No Incongruent 769 124 27 24
No Reward Block Yes Congruent 615 101 27 19
No Reward Block Yes Incongruent 687 142 27 27



55ec49b
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 524 162 103
No Reward Block No Incongruent 628 227 99
No Reward Block Yes Congruent 497 159 34
No Reward Block Yes Incongruent 576 274 34
Reward Block No Congruent 544 143 211
Reward Block No Incongruent 644 233 205
Reward Block Yes Congruent 391 163 69
Reward Block Yes Incongruent 384 70 67

5dec892
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 673 174 96
No Reward Block No Incongruent 773 253 98
No Reward Block Yes Congruent 631 125 32
No Reward Block Yes Incongruent 785 304 35
Reward Block No Congruent 742 194 195
Reward Block No Incongruent 816 215 193
Reward Block Yes Congruent 508 116 71
Reward Block Yes Incongruent 550 174 69

6333926
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 729 356 103
No Reward Block No Incongruent 827 367 100
No Reward Block Yes Congruent 710 306 36
No Reward Block Yes Incongruent 831 465 33
Reward Block No Congruent 693 219 204
Reward Block No Incongruent 781 287 203
Reward Block Yes Congruent 479 113 69
Reward Block Yes Incongruent 505 161 68

66294c6
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 728 460 94
No Reward Block No Incongruent 695 318 94
No Reward Block Yes Congruent 590 191 34
No Reward Block Yes Incongruent 622 345 33
Reward Block No Congruent 611 254 204
Reward Block No Incongruent 673 287 204
Reward Block Yes Congruent 501 187 67
Reward Block Yes Incongruent 559 244 68

665b7b0
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 613 244 106
No Reward Block No Incongruent 807 391 103
No Reward Block Yes Congruent 630 291 30
No Reward Block Yes Incongruent 702 229 33
Reward Block No Congruent 569 161 209
Reward Block No Incongruent 718 257 205
Reward Block Yes Congruent 401 90 69
Reward Block Yes Incongruent 491 269 67

66d8045
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 562 105 103
No Reward Block No Incongruent 633 210 106
No Reward Block Yes Congruent 612 316 36
No Reward Block Yes Incongruent 626 176 35
Reward Block No Congruent 547 104 212
Reward Block No Incongruent 607 152 205
Reward Block Yes Congruent 520 121 70
Reward Block Yes Incongruent 510 129 71

67161c9
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 629 276 96
No Reward Block No Incongruent 730 312 89
No Reward Block Yes Congruent 592 198 33
No Reward Block Yes Incongruent 592 162 33
Reward Block No Congruent 585 207 199
Reward Block No Incongruent 718 264 176
Reward Block Yes Congruent 452 81 69
Reward Block Yes Incongruent 479 170 68

673e912
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 769 393 88
No Reward Block No Incongruent 934 516 88
No Reward Block Yes Congruent 625 261 32
No Reward Block Yes Incongruent 703 410 31
Reward Block No Congruent 732 349 185
Reward Block No Incongruent 874 380 182
Reward Block Yes Congruent 504 219 69
Reward Block Yes Incongruent 513 217 67

6766a8b
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 772 278 105
No Reward Block No Incongruent 871 290 100
No Reward Block Yes Congruent 678 191 36
No Reward Block Yes Incongruent 696 146 34
Reward Block No Congruent 712 195 208
Reward Block No Incongruent 796 204 200
Reward Block Yes Congruent 620 318 71
Reward Block Yes Incongruent 708 219 71

67856a3
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 676 321 92
No Reward Block No Incongruent 823 398 92
No Reward Block Yes Congruent 592 211 36
No Reward Block Yes Incongruent 680 270 32
Reward Block No Congruent 666 213 196
Reward Block No Incongruent 787 274 183
Reward Block Yes Congruent 457 81 68
Reward Block Yes Incongruent 488 128 70

67856ab
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 688 311 98
No Reward Block No Incongruent 777 280 91
No Reward Block Yes Congruent 558 94 34
No Reward Block Yes Incongruent 674 265 32
Reward Block No Congruent 625 159 200
Reward Block No Incongruent 738 203 186
Reward Block Yes Congruent 478 77 68
Reward Block Yes Incongruent 526 199 68

678fa79
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 707 270 105
No Reward Block No Incongruent 725 235 99
No Reward Block Yes Congruent 596 150 34
No Reward Block Yes Incongruent 615 119 32
Reward Block No Congruent 579 172 196
Reward Block No Incongruent 618 162 194
Reward Block Yes Congruent 473 87 68
Reward Block Yes Incongruent 487 104 66

67ab55e
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 729 360 75
No Reward Block No Incongruent 991 456 83
No Reward Block Yes Congruent 668 311 30
No Reward Block Yes Incongruent 857 470 30
Reward Block No Congruent 674 232 199
Reward Block No Incongruent 822 264 176
Reward Block Yes Congruent 482 117 68
Reward Block Yes Incongruent 522 139 68

67cb6ff
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 669 193 94
No Reward Block No Incongruent 699 165 98
No Reward Block Yes Congruent 646 233 36
No Reward Block Yes Incongruent 661 270 33
Reward Block No Congruent 631 196 196
Reward Block No Incongruent 680 217 203
Reward Block Yes Congruent 512 80 72
Reward Block Yes Incongruent 581 172 66

67d4841
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 707 229 94
No Reward Block No Incongruent 700 234 96
No Reward Block Yes Congruent 625 173 36
No Reward Block Yes Incongruent 679 248 31
Reward Block No Congruent 623 152 196
Reward Block No Incongruent 710 212 193
Reward Block Yes Congruent 430 126 67
Reward Block Yes Incongruent 463 125 70

67dac9f
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 748 171 108
No Reward Block No Incongruent 846 260 108
No Reward Block Yes Congruent 691 134 36
No Reward Block Yes Incongruent 783 209 36
Reward Block No Congruent 753 201 212
Reward Block No Incongruent 780 215 213
Reward Block Yes Congruent 381 113 72
Reward Block Yes Incongruent 384 124 72

67ef477
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 620 317 73
No Reward Block No Incongruent 736 453 69
No Reward Block Yes Congruent 479 111 27
No Reward Block Yes Incongruent 527 203 25
Reward Block No Congruent 616 241 186
Reward Block No Incongruent 749 347 162
Reward Block Yes Congruent 451 292 68
Reward Block Yes Incongruent 467 253 68

5f16f55
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 532 141 103
No Reward Block No Incongruent 678 285 103
No Reward Block Yes Congruent 511 119 35
No Reward Block Yes Incongruent 627 197 33
Reward Block No Congruent 513 104 211
Reward Block No Incongruent 574 122 201
Reward Block Yes Congruent 392 91 71
Reward Block Yes Incongruent 400 107 65

63474e6
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 634 212 60
No Reward Block No Incongruent 728 332 65
No Reward Block Yes Congruent 597 136 24
No Reward Block Yes Incongruent 693 263 23
Reward Block No Congruent 587 171 166
Reward Block No Incongruent 644 219 166
Reward Block Yes Congruent 434 135 67
Reward Block Yes Incongruent 515 237 66

63bc9e8
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 926 519 97
No Reward Block No Incongruent 1095 614 79
No Reward Block Yes Congruent 968 635 32
No Reward Block Yes Incongruent 1222 717 30
Reward Block No Congruent 874 466 200
Reward Block No Incongruent 1007 466 177
Reward Block Yes Congruent 713 482 62
Reward Block Yes Incongruent 777 554 60

6526f60
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 601 111 92
No Reward Block No Incongruent 734 265 100
No Reward Block Yes Congruent 576 140 36
No Reward Block Yes Incongruent 659 228 30
Reward Block No Congruent 636 148 188
Reward Block No Incongruent 793 244 187
Reward Block Yes Congruent 440 103 70
Reward Block Yes Incongruent 454 115 67

65e3323
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 573 244 94
No Reward Block No Incongruent 622 176 91
No Reward Block Yes Congruent 494 67 34
No Reward Block Yes Incongruent 544 179 32
Reward Block No Congruent 495 95 188
Reward Block No Incongruent 601 172 153
Reward Block Yes Congruent 435 84 68
Reward Block Yes Incongruent 513 126 65

6660ab8
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 516 168 95
No Reward Block No Incongruent 669 337 96
No Reward Block Yes Congruent 528 279 33
No Reward Block Yes Incongruent 597 207 26
Reward Block No Congruent 484 114 202
Reward Block No Incongruent 550 170 178
Reward Block Yes Congruent 348 94 69
Reward Block Yes Incongruent 361 118 67

66c631b
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 545 265 99
No Reward Block No Incongruent 594 343 94
No Reward Block Yes Congruent 469 110 29
No Reward Block Yes Incongruent 450 127 31
Reward Block No Congruent 461 79 197
Reward Block No Incongruent 540 194 182
Reward Block Yes Congruent 355 80 67
Reward Block Yes Incongruent 391 252 69

67ab5b2
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 579 208 98
No Reward Block No Incongruent 627 207 102
No Reward Block Yes Congruent 591 286 32
No Reward Block Yes Incongruent 624 277 31
Reward Block No Congruent 528 96 204
Reward Block No Incongruent 584 147 198
Reward Block Yes Congruent 357 67 68
Reward Block Yes Incongruent 375 101 71

67d1a4f
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 864 570 88
No Reward Block No Incongruent 953 528 89
No Reward Block Yes Congruent 733 395 33
No Reward Block Yes Incongruent 792 425 33
Reward Block No Congruent 846 437 185
Reward Block No Incongruent 949 461 190
Reward Block Yes Congruent 493 107 68
Reward Block Yes Incongruent 583 265 69

68245db
BlockType rewarded_this_cycle Congruency mean_rt sd_rt n
No Reward Block No Congruent 765 268 108
No Reward Block No Incongruent 869 354 104
No Reward Block Yes Congruent 722 280 35
No Reward Block Yes Incongruent 742 199 36
Reward Block No Congruent 687 141 213
Reward Block No Incongruent 842 202 199
Reward Block Yes Congruent 630 182 72
Reward Block Yes Incongruent 671 163 71


Caution: Both Color rewarded and not rewarded trials contaminate incongruent word-identity not rewarded trials

Overall

Block Type Word Identity Rewarded (cycle) Congruency Mean RT (ms) SD N se
Reward Block No Congruent 630 104 27 20
Reward Block No Incongruent 647 103 27 20
Reward Block Yes Congruent 468 85 27 16
Reward Block Yes Incongruent 728 123 27 24
No Reward Block No Congruent 670 103 27 20
No Reward Block No Incongruent 737 125 27 24
No Reward Block Yes Congruent 615 101 27 19
No Reward Block Yes Incongruent 780 150 27 29



55ec49b
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 524 162 103
No Reward Block No Incongruent 597 225 98
No Reward Block Yes Congruent 497 159 34
No Reward Block Yes Incongruent 664 273 35
Reward Block No Congruent 544 143 211
Reward Block No Incongruent 560 242 204
Reward Block Yes Congruent 391 163 69
Reward Block Yes Incongruent 642 198 68

5dec892
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 673 174 96
No Reward Block No Incongruent 774 244 99
No Reward Block Yes Congruent 631 125 32
No Reward Block Yes Incongruent 784 328 34
Reward Block No Congruent 742 194 195
Reward Block No Incongruent 728 220 198
Reward Block Yes Congruent 508 116 71
Reward Block Yes Incongruent 803 272 64

6333926
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 729 356 103
No Reward Block No Incongruent 823 395 101
No Reward Block Yes Congruent 710 306 36
No Reward Block Yes Incongruent 843 387 32
Reward Block No Congruent 693 219 204
Reward Block No Incongruent 675 273 202
Reward Block Yes Congruent 479 113 69
Reward Block Yes Incongruent 818 302 69

66294c6
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 728 460 94
No Reward Block No Incongruent 678 304 97
No Reward Block Yes Congruent 590 191 34
No Reward Block Yes Incongruent 667 393 30
Reward Block No Congruent 611 254 204
Reward Block No Incongruent 634 275 204
Reward Block Yes Congruent 501 187 67
Reward Block Yes Incongruent 675 298 68

665b7b0
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 613 244 106
No Reward Block No Incongruent 799 384 102
No Reward Block Yes Congruent 630 291 30
No Reward Block Yes Incongruent 731 277 34
Reward Block No Congruent 569 161 209
Reward Block No Incongruent 646 283 202
Reward Block Yes Congruent 401 90 69
Reward Block Yes Incongruent 710 258 70

66d8045
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 562 105 103
No Reward Block No Incongruent 622 203 107
No Reward Block Yes Congruent 612 316 36
No Reward Block Yes Incongruent 660 197 34
Reward Block No Congruent 547 104 212
Reward Block No Incongruent 574 151 208
Reward Block Yes Congruent 520 121 70
Reward Block Yes Incongruent 606 154 68

67161c9
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 629 276 96
No Reward Block No Incongruent 694 307 93
No Reward Block Yes Congruent 592 198 33
No Reward Block Yes Incongruent 687 204 29
Reward Block No Congruent 585 207 199
Reward Block No Incongruent 620 260 184
Reward Block Yes Congruent 452 81 69
Reward Block Yes Incongruent 747 256 60

673e912
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 769 393 88
No Reward Block No Incongruent 789 445 87
No Reward Block Yes Congruent 625 261 32
No Reward Block Yes Incongruent 1105 571 32
Reward Block No Congruent 732 349 185
Reward Block No Incongruent 738 363 188
Reward Block Yes Congruent 504 219 69
Reward Block Yes Incongruent 896 406 61

6766a8b
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 772 278 105
No Reward Block No Incongruent 829 264 100
No Reward Block Yes Congruent 678 191 36
No Reward Block Yes Incongruent 818 299 34
Reward Block No Congruent 712 195 208
Reward Block No Incongruent 766 218 204
Reward Block Yes Congruent 620 318 71
Reward Block Yes Incongruent 793 190 67

67856a3
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 676 321 92
No Reward Block No Incongruent 795 420 92
No Reward Block Yes Congruent 592 211 36
No Reward Block Yes Incongruent 762 188 32
Reward Block No Congruent 666 213 196
Reward Block No Incongruent 676 287 189
Reward Block Yes Congruent 457 81 68
Reward Block Yes Incongruent 788 228 64

67856ab
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 688 311 98
No Reward Block No Incongruent 746 277 92
No Reward Block Yes Congruent 558 94 34
No Reward Block Yes Incongruent 763 290 31
Reward Block No Congruent 625 159 200
Reward Block No Incongruent 665 235 191
Reward Block Yes Congruent 478 77 68
Reward Block Yes Incongruent 733 169 63

678fa79
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 707 270 105
No Reward Block No Incongruent 684 210 96
No Reward Block Yes Congruent 596 150 34
No Reward Block Yes Incongruent 736 235 35
Reward Block No Congruent 579 172 196
Reward Block No Incongruent 579 170 198
Reward Block Yes Congruent 473 87 68
Reward Block Yes Incongruent 603 122 62

67ab55e
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 729 360 75
No Reward Block No Incongruent 888 434 85
No Reward Block Yes Congruent 668 311 30
No Reward Block Yes Incongruent 1160 489 28
Reward Block No Congruent 674 232 199
Reward Block No Incongruent 697 250 184
Reward Block Yes Congruent 482 117 68
Reward Block Yes Incongruent 864 297 60

67cb6ff
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 669 193 94
No Reward Block No Incongruent 690 206 99
No Reward Block Yes Congruent 646 233 36
No Reward Block Yes Incongruent 686 167 32
Reward Block No Congruent 631 196 196
Reward Block No Incongruent 645 194 199
Reward Block Yes Congruent 512 80 72
Reward Block Yes Incongruent 686 251 70

67d4841
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 707 229 94
No Reward Block No Incongruent 690 234 96
No Reward Block Yes Congruent 625 173 36
No Reward Block Yes Incongruent 710 248 31
Reward Block No Congruent 623 152 196
Reward Block No Incongruent 628 225 201
Reward Block Yes Congruent 430 126 67
Reward Block Yes Incongruent 697 203 62

67dac9f
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 748 171 108
No Reward Block No Incongruent 836 254 108
No Reward Block Yes Congruent 691 134 36
No Reward Block Yes Incongruent 813 235 36
Reward Block No Congruent 753 201 212
Reward Block No Incongruent 637 254 213
Reward Block Yes Congruent 381 113 72
Reward Block Yes Incongruent 806 240 72

67ef477
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 620 317 73
No Reward Block No Incongruent 665 438 67
No Reward Block Yes Congruent 479 111 27
No Reward Block Yes Incongruent 719 342 27
Reward Block No Congruent 616 241 186
Reward Block No Incongruent 645 324 177
Reward Block Yes Congruent 451 292 68
Reward Block Yes Incongruent 735 406 53

5f16f55
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 532 141 103
No Reward Block No Incongruent 665 218 103
No Reward Block Yes Congruent 511 119 35
No Reward Block Yes Incongruent 666 385 33
Reward Block No Congruent 513 104 211
Reward Block No Incongruent 525 156 194
Reward Block Yes Congruent 392 91 71
Reward Block Yes Incongruent 551 81 72

63474e6
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 634 212 60
No Reward Block No Incongruent 685 284 62
No Reward Block Yes Congruent 597 136 24
No Reward Block Yes Incongruent 800 371 26
Reward Block No Congruent 587 171 166
Reward Block No Incongruent 597 238 173
Reward Block Yes Congruent 434 135 67
Reward Block Yes Incongruent 638 207 59

63bc9e8
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 926 519 97
No Reward Block No Incongruent 1166 659 82
No Reward Block Yes Congruent 968 635 32
No Reward Block Yes Incongruent 1020 587 27
Reward Block No Congruent 874 466 200
Reward Block No Incongruent 934 520 177
Reward Block Yes Congruent 713 482 62
Reward Block Yes Incongruent 990 431 60

6526f60
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 601 111 92
No Reward Block No Incongruent 700 232 94
No Reward Block Yes Congruent 576 140 36
No Reward Block Yes Incongruent 760 315 36
Reward Block No Congruent 636 148 188
Reward Block No Incongruent 669 240 190
Reward Block Yes Congruent 440 103 70
Reward Block Yes Incongruent 807 303 64

65e3323
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 573 244 94
No Reward Block No Incongruent 584 144 93
No Reward Block Yes Congruent 494 67 34
No Reward Block Yes Incongruent 657 255 30
Reward Block No Congruent 495 95 188
Reward Block No Incongruent 566 162 166
Reward Block Yes Congruent 435 84 68
Reward Block Yes Incongruent 602 173 52

6660ab8
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 516 168 95
No Reward Block No Incongruent 631 286 91
No Reward Block Yes Congruent 528 279 33
No Reward Block Yes Incongruent 722 383 31
Reward Block No Congruent 484 114 202
Reward Block No Incongruent 480 169 184
Reward Block Yes Congruent 348 94 69
Reward Block Yes Incongruent 553 194 61

66c631b
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 545 265 99
No Reward Block No Incongruent 564 343 94
No Reward Block Yes Congruent 469 110 29
No Reward Block Yes Incongruent 542 180 31
Reward Block No Congruent 461 79 197
Reward Block No Incongruent 482 213 194
Reward Block Yes Congruent 355 80 67
Reward Block Yes Incongruent 557 239 57

67ab5b2
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 579 208 98
No Reward Block No Incongruent 629 229 99
No Reward Block Yes Congruent 591 286 32
No Reward Block Yes Incongruent 618 210 34
Reward Block No Congruent 528 96 204
Reward Block No Incongruent 516 173 203
Reward Block Yes Congruent 357 67 68
Reward Block Yes Incongruent 570 130 66

67d1a4f
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 864 570 88
No Reward Block No Incongruent 877 495 94
No Reward Block Yes Congruent 733 395 33
No Reward Block Yes Incongruent 1016 535 28
Reward Block No Congruent 846 437 185
Reward Block No Incongruent 820 444 193
Reward Block Yes Congruent 493 107 68
Reward Block Yes Incongruent 944 449 66

68245db
BlockType rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No Congruent 765 268 108
No Reward Block No Incongruent 798 286 104
No Reward Block Yes Congruent 722 280 35
No Reward Block Yes Incongruent 946 404 36
Reward Block No Congruent 687 141 213
Reward Block No Incongruent 776 195 200
Reward Block Yes Congruent 630 182 72
Reward Block Yes Incongruent 855 226 70



Color-Word Identity Rewarded (across cycle) x Reward Block x Congruency: RT


55ec49b
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 524 162 103
No Reward Block No No Incongruent 608 196 64
No Reward Block No Yes Incongruent 664 273 35
No Reward Block Yes No Incongruent 576 274 34
No Reward Block Yes Yes Congruent 497 159 34
Reward Block No No Congruent 544 143 211
Reward Block No No Incongruent 646 250 137
Reward Block No Yes Incongruent 642 198 68
Reward Block Yes No Incongruent 384 70 67
Reward Block Yes Yes Congruent 391 163 69

5dec892
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 673 174 96
No Reward Block No No Incongruent 768 206 64
No Reward Block No Yes Incongruent 784 328 34
No Reward Block Yes No Incongruent 785 304 35
No Reward Block Yes Yes Congruent 631 125 32
Reward Block No No Congruent 742 194 195
Reward Block No No Incongruent 823 180 129
Reward Block No Yes Incongruent 803 272 64
Reward Block Yes No Incongruent 550 174 69
Reward Block Yes Yes Congruent 508 116 71

6333926
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 729 356 103
No Reward Block No No Incongruent 819 360 68
No Reward Block No Yes Incongruent 843 387 32
No Reward Block Yes No Incongruent 831 465 33
No Reward Block Yes Yes Congruent 710 306 36
Reward Block No No Congruent 693 219 204
Reward Block No No Incongruent 762 278 134
Reward Block No Yes Incongruent 818 302 69
Reward Block Yes No Incongruent 505 161 68
Reward Block Yes Yes Congruent 479 113 69

66294c6
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 728 460 94
No Reward Block No No Incongruent 707 279 64
No Reward Block No Yes Incongruent 667 393 30
No Reward Block Yes No Incongruent 622 345 33
No Reward Block Yes Yes Congruent 590 191 34
Reward Block No No Congruent 611 254 204
Reward Block No No Incongruent 672 282 136
Reward Block No Yes Incongruent 675 298 68
Reward Block Yes No Incongruent 559 244 68
Reward Block Yes Yes Congruent 501 187 67

665b7b0
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 613 244 106
No Reward Block No No Incongruent 845 434 69
No Reward Block No Yes Incongruent 731 277 34
No Reward Block Yes No Incongruent 702 229 33
No Reward Block Yes Yes Congruent 630 291 30
Reward Block No No Congruent 569 161 209
Reward Block No No Incongruent 723 258 135
Reward Block No Yes Incongruent 710 258 70
Reward Block Yes No Incongruent 491 269 67
Reward Block Yes Yes Congruent 401 90 69

66d8045
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 562 105 103
No Reward Block No No Incongruent 620 217 72
No Reward Block No Yes Incongruent 660 197 34
No Reward Block Yes No Incongruent 626 176 35
No Reward Block Yes Yes Congruent 612 316 36
Reward Block No No Congruent 547 104 212
Reward Block No No Incongruent 607 152 137
Reward Block No Yes Incongruent 606 154 68
Reward Block Yes No Incongruent 510 129 71
Reward Block Yes Yes Congruent 520 121 70

67161c9
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 629 276 96
No Reward Block No No Incongruent 751 352 60
No Reward Block No Yes Incongruent 687 204 29
No Reward Block Yes No Incongruent 592 162 33
No Reward Block Yes Yes Congruent 592 198 33
Reward Block No No Congruent 585 207 199
Reward Block No No Incongruent 703 269 116
Reward Block No Yes Incongruent 747 256 60
Reward Block Yes No Incongruent 479 170 68
Reward Block Yes Yes Congruent 452 81 69

673e912
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 769 393 88
No Reward Block No No Incongruent 836 459 56
No Reward Block No Yes Incongruent 1105 571 32
No Reward Block Yes No Incongruent 703 410 31
No Reward Block Yes Yes Congruent 625 261 32
Reward Block No No Congruent 732 349 185
Reward Block No No Incongruent 863 368 121
Reward Block No Yes Incongruent 896 406 61
Reward Block Yes No Incongruent 513 217 67
Reward Block Yes Yes Congruent 504 219 69

6766a8b
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 772 278 105
No Reward Block No No Incongruent 898 285 66
No Reward Block No Yes Incongruent 818 299 34
No Reward Block Yes No Incongruent 696 146 34
No Reward Block Yes Yes Congruent 678 191 36
Reward Block No No Congruent 712 195 208
Reward Block No No Incongruent 798 212 133
Reward Block No Yes Incongruent 793 190 67
Reward Block Yes No Incongruent 708 219 71
Reward Block Yes Yes Congruent 620 318 71

67856a3
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 676 321 92
No Reward Block No No Incongruent 856 472 60
No Reward Block No Yes Incongruent 762 188 32
No Reward Block Yes No Incongruent 680 270 32
No Reward Block Yes Yes Congruent 592 211 36
Reward Block No No Congruent 666 213 196
Reward Block No No Incongruent 786 297 119
Reward Block No Yes Incongruent 788 228 64
Reward Block Yes No Incongruent 488 128 70
Reward Block Yes Yes Congruent 457 81 68

67856ab
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 688 311 98
No Reward Block No No Incongruent 785 278 60
No Reward Block No Yes Incongruent 763 290 31
No Reward Block Yes No Incongruent 674 265 32
No Reward Block Yes Yes Congruent 558 94 34
Reward Block No No Congruent 625 159 200
Reward Block No No Incongruent 741 219 123
Reward Block No Yes Incongruent 733 169 63
Reward Block Yes No Incongruent 526 199 68
Reward Block Yes Yes Congruent 478 77 68

678fa79
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 707 270 105
No Reward Block No No Incongruent 719 236 64
No Reward Block No Yes Incongruent 736 235 35
No Reward Block Yes No Incongruent 615 119 32
No Reward Block Yes Yes Congruent 596 150 34
Reward Block No No Congruent 579 172 196
Reward Block No No Incongruent 625 178 132
Reward Block No Yes Incongruent 603 122 62
Reward Block Yes No Incongruent 487 104 66
Reward Block Yes Yes Congruent 473 87 68

67ab55e
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 729 360 75
No Reward Block No No Incongruent 905 417 55
No Reward Block No Yes Incongruent 1160 489 28
No Reward Block Yes No Incongruent 857 470 30
No Reward Block Yes Yes Congruent 668 311 30
Reward Block No No Congruent 674 232 199
Reward Block No No Incongruent 800 243 116
Reward Block No Yes Incongruent 864 297 60
Reward Block Yes No Incongruent 522 139 68
Reward Block Yes Yes Congruent 482 117 68

67cb6ff
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 669 193 94
No Reward Block No No Incongruent 705 165 66
No Reward Block No Yes Incongruent 686 167 32
No Reward Block Yes No Incongruent 661 270 33
No Reward Block Yes Yes Congruent 646 233 36
Reward Block No No Congruent 631 196 196
Reward Block No No Incongruent 676 197 133
Reward Block No Yes Incongruent 686 251 70
Reward Block Yes No Incongruent 581 172 66
Reward Block Yes Yes Congruent 512 80 72

67d4841
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 707 229 94
No Reward Block No No Incongruent 695 228 65
No Reward Block No Yes Incongruent 710 248 31
No Reward Block Yes No Incongruent 679 248 31
No Reward Block Yes Yes Congruent 625 173 36
Reward Block No No Congruent 623 152 196
Reward Block No No Incongruent 716 217 131
Reward Block No Yes Incongruent 697 203 62
Reward Block Yes No Incongruent 463 125 70
Reward Block Yes Yes Congruent 430 126 67

67dac9f
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 748 171 108
No Reward Block No No Incongruent 862 271 72
No Reward Block No Yes Incongruent 813 235 36
No Reward Block Yes No Incongruent 783 209 36
No Reward Block Yes Yes Congruent 691 134 36
Reward Block No No Congruent 753 201 212
Reward Block No No Incongruent 766 200 141
Reward Block No Yes Incongruent 806 240 72
Reward Block Yes No Incongruent 384 124 72
Reward Block Yes Yes Congruent 381 113 72

67ef477
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 620 317 73
No Reward Block No No Incongruent 746 516 42
No Reward Block No Yes Incongruent 719 342 27
No Reward Block Yes No Incongruent 527 203 25
No Reward Block Yes Yes Congruent 479 111 27
Reward Block No No Congruent 616 241 186
Reward Block No No Incongruent 756 315 109
Reward Block No Yes Incongruent 735 406 53
Reward Block Yes No Incongruent 467 253 68
Reward Block Yes Yes Congruent 451 292 68

5f16f55
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 532 141 103
No Reward Block No No Incongruent 683 226 70
No Reward Block No Yes Incongruent 666 385 33
No Reward Block Yes No Incongruent 627 197 33
No Reward Block Yes Yes Congruent 511 119 35
Reward Block No No Congruent 513 104 211
Reward Block No No Incongruent 588 138 129
Reward Block No Yes Incongruent 551 81 72
Reward Block Yes No Incongruent 400 107 65
Reward Block Yes Yes Congruent 392 91 71

63474e6
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 634 212 60
No Reward Block No No Incongruent 680 299 39
No Reward Block No Yes Incongruent 800 371 26
No Reward Block Yes No Incongruent 693 263 23
No Reward Block Yes Yes Congruent 597 136 24
Reward Block No No Congruent 587 171 166
Reward Block No No Incongruent 647 226 107
Reward Block No Yes Incongruent 638 207 59
Reward Block Yes No Incongruent 515 237 66
Reward Block Yes Yes Congruent 434 135 67

63bc9e8
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 926 519 97
No Reward Block No No Incongruent 1134 629 52
No Reward Block No Yes Incongruent 1020 587 27
No Reward Block Yes No Incongruent 1222 717 30
No Reward Block Yes Yes Congruent 968 635 32
Reward Block No No Congruent 874 466 200
Reward Block No No Incongruent 1015 484 117
Reward Block No Yes Incongruent 990 431 60
Reward Block Yes No Incongruent 777 554 60
Reward Block Yes Yes Congruent 713 482 62

6526f60
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 601 111 92
No Reward Block No No Incongruent 719 233 64
No Reward Block No Yes Incongruent 760 315 36
No Reward Block Yes No Incongruent 659 228 30
No Reward Block Yes Yes Congruent 576 140 36
Reward Block No No Congruent 636 148 188
Reward Block No No Incongruent 785 208 123
Reward Block No Yes Incongruent 807 303 64
Reward Block Yes No Incongruent 454 115 67
Reward Block Yes Yes Congruent 440 103 70

65e3323
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 573 244 94
No Reward Block No No Incongruent 605 118 61
No Reward Block No Yes Incongruent 657 255 30
No Reward Block Yes No Incongruent 544 179 32
No Reward Block Yes Yes Congruent 494 67 34
Reward Block No No Congruent 495 95 188
Reward Block No No Incongruent 600 173 101
Reward Block No Yes Incongruent 602 173 52
Reward Block Yes No Incongruent 513 126 65
Reward Block Yes Yes Congruent 435 84 68

6660ab8
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 516 168 95
No Reward Block No No Incongruent 644 312 65
No Reward Block No Yes Incongruent 722 383 31
No Reward Block Yes No Incongruent 597 207 26
No Reward Block Yes Yes Congruent 528 279 33
Reward Block No No Congruent 484 114 202
Reward Block No No Incongruent 548 156 117
Reward Block No Yes Incongruent 553 194 61
Reward Block Yes No Incongruent 361 118 67
Reward Block Yes Yes Congruent 348 94 69

66c631b
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 545 265 99
No Reward Block No No Incongruent 620 399 63
No Reward Block No Yes Incongruent 542 180 31
No Reward Block Yes No Incongruent 450 127 31
No Reward Block Yes Yes Congruent 469 110 29
Reward Block No No Congruent 461 79 197
Reward Block No No Incongruent 533 170 125
Reward Block No Yes Incongruent 557 239 57
Reward Block Yes No Incongruent 391 252 69
Reward Block Yes Yes Congruent 355 80 67

67ab5b2
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 579 208 98
No Reward Block No No Incongruent 631 206 68
No Reward Block No Yes Incongruent 618 210 34
No Reward Block Yes No Incongruent 624 277 31
No Reward Block Yes Yes Congruent 591 286 32
Reward Block No No Congruent 528 96 204
Reward Block No No Incongruent 592 155 132
Reward Block No Yes Incongruent 570 130 66
Reward Block Yes No Incongruent 375 101 71
Reward Block Yes Yes Congruent 357 67 68

67d1a4f
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 864 570 88
No Reward Block No No Incongruent 924 526 61
No Reward Block No Yes Incongruent 1016 535 28
No Reward Block Yes No Incongruent 792 425 33
No Reward Block Yes Yes Congruent 733 395 33
Reward Block No No Congruent 846 437 185
Reward Block No No Incongruent 951 468 124
Reward Block No Yes Incongruent 944 449 66
Reward Block Yes No Incongruent 583 265 69
Reward Block Yes Yes Congruent 493 107 68

68245db
BlockType rewarded_this_cycle rewarded_distractor_identity Congruency mean_rt sd_rt n
No Reward Block No No Congruent 765 268 108
No Reward Block No No Incongruent 828 321 68
No Reward Block No Yes Incongruent 946 404 36
No Reward Block Yes No Incongruent 742 199 36
No Reward Block Yes Yes Congruent 722 280 35
Reward Block No No Congruent 687 141 213
Reward Block No No Incongruent 834 187 129
Reward Block No Yes Incongruent 855 226 70
Reward Block Yes No Incongruent 671 163 71
Reward Block Yes Yes Congruent 630 182 72


Color-Word Identity Rewarded (across cycle) x Reward Block x Congruency: Error


Trial Series: RT and Stroop

Color Item that was rewarded or previously rewarded in the last reward block


Code 
rtc_series_summary <- data |>
  filter(!is.na(AlternatingBlocks) & Stimulus.ACC==1 & !is.na(rtc_trialnum)) |>
  droplevels() |>
  group_by(ShortID) |>
  mutate(scaled_rt = scale(Stimulus.RT)) |>
  ungroup() |>
  group_by(Congruency, rtc_trialnum) |>
  summarise(
    mean = round(mean(scaled_rt, na.rm = TRUE), 3),
    sd = round(sd(scaled_rt, na.rm = TRUE), 3),
    n = n(), 
    .groups = "drop"
  ) |>
  mutate(se = round(sd/sqrt(n), 3))

shade_regions <- data.frame(
  xmin = c(1, 36.51, 54.51, 90.51, 108.51, 144.51, 162.51, 198.51),
  xmax = c(36.49, 54.49, 90.49, 108.49, 144.49, 162.49, 198.49, 216),
  fill = c("paleturquoise1", "grey", "paleturquoise1", "grey",
           "paleturquoise1", "grey", "paleturquoise1", "grey")
)

p <- ggplot(data = rtc_series_summary,
            aes(x = rtc_trialnum, y = mean,
                color = Congruency, group = Congruency)) +
  geom_rect(data = shade_regions,
            aes(xmin = xmin, xmax = xmax,
                ymin = -Inf, ymax = Inf,
                fill = fill),
            inherit.aes = FALSE,
            alpha = 0.2) +
  scale_fill_identity() +  # Use the fill colors as specified
  geom_point(size = 3) +
  geom_line(size = 1) +
  geom_errorbar(aes(ymin = mean - se, 
                    ymax = mean + se),
                width = 0.2) +
  scale_color_manual(values = c("Congruent" = "lightgreen",
                               "Incongruent" = "lightcoral")) +
  scale_x_continuous(breaks = seq(0, max(rtc_series_summary$rtc_trialnum),
                                  by = 5), expand = c(0,0)) +
  labs(x = "Rewarded Trial Number",
       y = "Reaction Time (scaled)",
       title = "RT Series for only Rewarded Colors by Congruency") +
  ylim(c(-2.5, 2.5)) +
  theme_classic() +
  theme(axis.title.x = element_text(size = 20),
        axis.title.y = element_text(size = 20),
        axis.text.x = element_text(size = 14),
        axis.text.y = element_text(size = 14),
        legend.title = element_text(size = 18),
        legend.text = element_text(size = 16),
        legend.background = element_blank(),
        legend.key = element_blank(),
        legend.position = c(.96, .15),
        plot.title = element_text(size = 28))

ggsave(
  filename = "rewarded_color_series.svg", 
  plot = p,
  device = "svg",
  width = 30,  
  height = 6,  
  dpi = 300,   
  bg = "white" 
)

rm(p) # clearing space

Note. We z-scored within participants since, for a given trial, a participant can only encounter either a congurent stimulus or an incongruent stimulus. Because trial order effects may vary based on general processing speed RT, scaling allows for a more representative trial series when collapsing across partcipants.

Note. We z-scored within participants since, for a given trial, a participant can only encounter either a congurent stimulus or an incongruent stimulus. Because trial order effects may vary based on general processing speed RT, scaling allows for a more representative trial series when collapsing across partcipants.


Code 
rtc_stroop_summary <- data |>
  filter(!is.na(AlternatingBlocks) & Stimulus.ACC==1 & !is.na(rtc_trialnum)) |>
  droplevels() |>
  group_by(ShortID) |>
  mutate(scaled_rt = scale(Stimulus.RT)) |>
  ungroup() |>
  group_by(Congruency, rtc_trialnum)|>
  summarise(
    mean_rt = round(mean(scaled_rt, na.rm=TRUE), 3),
    .groups = "drop"
  ) |>
  pivot_wider(
    id_cols = rtc_trialnum,
    names_from = Congruency,
    values_from = mean_rt
  ) |>
  mutate(stroop_scaled = Incongruent - Congruent)

p <- ggplot(data = rtc_stroop_summary, aes(x = rtc_trialnum, y = stroop_scaled)) +
  geom_rect(data = shade_regions,
            aes(xmin = xmin, xmax = xmax,
                ymin = -Inf, ymax = Inf,
                fill = fill),
            inherit.aes = FALSE,
            alpha = 0.2) +
  scale_fill_identity() +  # Use the fill colors as specified
  geom_point(size = 3) +
  geom_line(size = 1) +
  geom_hline(yintercept=0, linetype=2, size=1, color = "tomato3") +
  scale_x_continuous(breaks = seq(0, max(rtc_stroop_summary$rtc_trialnum),
                                  by = 5), expand = c(0,0)) +
  labs(x = "Rewarded Trial Number",
       y = "Stroop (scaled)",
       title = "Stroop Series for only Rewarded Colors") +
  ylim(c(-2.5, 2.5)) +
  theme_classic() +
  theme(axis.title.x = element_text(size = 20),
        axis.title.y = element_text(size = 20),
        axis.text.x = element_text(size = 14),
        axis.text.y = element_text(size = 14),
        plot.title = element_text(size = 28))

ggsave(
  filename = "stroop_series.svg", 
  plot = p,
  device = "svg",
  width = 30,  
  height = 6,  
  dpi = 300,   
  bg = "white" 
)

rm(p)

Note. We take the difference between incongruent and congruent z-scored RTs. A within-participant difference at a given trial cannot be computed due to the reason noted in the raw RT series. As such the “Stroop” effect here is a between-participant difference at each trial. Values above the the dashed line indicate a (positive) “Stroop” effect. Values below the dashed line indicate a reverse (negative) “Stroop” effect.

Note. We take the difference between incongruent and congruent z-scored RTs. A within-participant difference at a given trial cannot be computed due to the reason noted in the raw RT series. As such the “Stroop” effect here is a between-participant difference at each trial. Values above the the dashed line indicate a (positive) “Stroop” effect. Values below the dashed line indicate a reverse (negative) “Stroop” effect.


Trial Series: Error and Error-Stroop

Color Item that was rewarded or previously rewarded in the last reward block

Code 
rtc_series_err_summary <- data |>
  filter(!is.na(AlternatingBlocks) & !is.na(rtc_trialnum)) |>
  mutate(error=1-Stimulus.ACC) |>
  group_by(Congruency, rtc_trialnum) |>
  summarise(
    mean = round(mean(error, na.rm = TRUE), 3),
    sd = round(sd(error, na.rm = TRUE), 3),
    n = n(), 
    .groups = "drop"
  ) |>
  mutate(se = round(sd/sqrt(n), 3))

shade_regions <- data.frame(
  xmin = c(1, 36.51, 54.51, 90.51, 108.51, 144.51, 162.51, 198.51),
  xmax = c(36.49, 54.49, 90.49, 108.49, 144.49, 162.49, 198.49, 216),
  fill = c("paleturquoise1", "grey", "paleturquoise1", "grey",
           "paleturquoise1", "grey", "paleturquoise1", "grey")
)

p <- ggplot(data = rtc_series_err_summary,
            aes(x = rtc_trialnum, y = mean,
                color = Congruency, group = Congruency)) +
  geom_rect(data = shade_regions,
            aes(xmin = xmin, xmax = xmax,
                ymin = -Inf, ymax = Inf,
                fill = fill),
            inherit.aes = FALSE,
            alpha = 0.2) +
  scale_fill_identity() +  # Use the fill colors as specified
  geom_point(size = 3) +
  geom_line(size = 1) +
  geom_errorbar(aes(ymin = mean - se, 
                    ymax = mean + se),
                width = 0.2) +
  scale_color_manual(values = c("Congruent" = "lightgreen",
                               "Incongruent" = "lightcoral")) +
  scale_x_continuous(breaks = seq(0, max(rtc_series_err_summary$rtc_trialnum),
                                  by = 5), expand = c(0,0)) +
  labs(x = "Rewarded Trial Number",
       y = "Error Rate",
       title = "Error Rate Series for only Rewarded Colors by Congruency") +
  ylim(c(-0.03, 0.63)) +
  theme_classic() +
  theme(axis.title.x = element_text(size = 20),
        axis.title.y = element_text(size = 20),
        axis.text.x = element_text(size = 14),
        axis.text.y = element_text(size = 14),
        legend.title = element_text(size = 18),
        legend.text = element_text(size = 16),
        legend.background = element_blank(),
        legend.key = element_blank(),
        legend.position = c(.96, .90),
        plot.title = element_text(size = 28))

ggsave(
  filename = "rewarded_color_error_series.svg", 
  plot = p,
  device = "svg",
  width = 30,  
  height = 6,  
  dpi = 300,   
  bg = "white" 
)

rm(p) # clearing space


Code 
rtc_err_stroop_summary <- data |>
  filter(!is.na(AlternatingBlocks) & !is.na(rtc_trialnum)) |>
  mutate(error=1-Stimulus.ACC) |>
  group_by(Congruency, rtc_trialnum)|>
  summarise(
    mean_err = round(mean(error, na.rm=TRUE), 3),
    .groups = "drop"
  ) |>
  pivot_wider(
    id_cols = rtc_trialnum,
    names_from = Congruency,
    values_from = mean_err
  ) |>
  mutate(err_stroop = Incongruent - Congruent)

p <- ggplot(data = rtc_err_stroop_summary, aes(x = rtc_trialnum, y = err_stroop)) +
  geom_rect(data = shade_regions,
            aes(xmin = xmin, xmax = xmax,
                ymin = -Inf, ymax = Inf,
                fill = fill),
            inherit.aes = FALSE,
            alpha = 0.2) +
  scale_fill_identity() +  # Use the fill colors as specified
  geom_point(size = 3) +
  geom_line(size = 1) +
  geom_hline(yintercept=0, linetype=2, size=1, color = "tomato3") +
  scale_x_continuous(breaks = seq(0, max(rtc_err_stroop_summary$rtc_trialnum),
                                  by = 5), expand = c(0,0)) +
  labs(x = "Rewarded Trial Number",
       y = "Error Stroop",
       title = "Error Rate Stroop Series for only Rewarded Colors") +
  ylim(c(-.5, .5)) +
  theme_classic() +
  theme(axis.title.x = element_text(size = 20),
        axis.title.y = element_text(size = 20),
        axis.text.x = element_text(size = 14),
        axis.text.y = element_text(size = 14),
        plot.title = element_text(size = 28))

ggsave(
  filename = "err_stroop_series.svg", 
  plot = p,
  device = "svg",
  width = 30,  
  height = 6,  
  dpi = 300,   
  bg = "white" 
)
rm(p)


Response Key Summaries

Stimulus.RESP means sd n
h 654 98 27
j 650 109 27
k 660 125 27
l 643 96 27

55ec49b
Stimulus.RESP mean_rt sd n
h 573 220 206
j 529 178 199
k 571 222 206
l 527 197 211
Note. Congruent trial RT cutoff = 548 Incongruent trial RT cutoff = 756 .


5dec892
Stimulus.RESP mean_rt sd n
h 685 170 207
j 689 203 195
k 749 282 194
l 740 227 193
Note. Congruent trial RT cutoff = 732 Incongruent trial RT cutoff = 892 .


6333926
Stimulus.RESP mean_rt sd n
h 781 331 201
j 705 264 203
k 712 317 205
l 638 282 207
Note. Congruent trial RT cutoff = 703 Incongruent trial RT cutoff = 775 .


66294c6
Stimulus.RESP mean_rt sd n
h 617 310 207
j 660 336 189
k 646 264 200
l 624 301 202
Note. Congruent trial RT cutoff = 679 Incongruent trial RT cutoff = 886 .


665b7b0
Stimulus.RESP mean_rt sd n
h 630 284 205
j 620 287 208
k 705 296 199
l 564 196 210
Note. Congruent trial RT cutoff = 527 Incongruent trial RT cutoff = 730 .


66d8045
Stimulus.RESP mean_rt sd n
h 558 128 207
j 576 151 210
k 611 189 210
l 555 152 211
Note. Congruent trial RT cutoff = 608 Incongruent trial RT cutoff = 719 .


67161c9
Stimulus.RESP mean_rt sd n
h 629 266 191
j 623 251 184
k 657 285 181
l 567 182 207
Note. Congruent trial RT cutoff = 572 Incongruent trial RT cutoff = 861 .


673e912
Stimulus.RESP mean_rt sd n
h 727 358 181
j 835 410 183
k 760 424 186
l 675 352 192
Note. Congruent trial RT cutoff = 945 Incongruent trial RT cutoff = 1101 .


6766a8b
Stimulus.RESP mean_rt sd n
h 800 259 204
j 685 207 206
k 725 210 202
l 783 273 213
Note. Congruent trial RT cutoff = 1051 Incongruent trial RT cutoff = 1272 .


67856a3
Stimulus.RESP mean_rt sd n
h 683 250 194
j 686 294 196
k 663 277 185
l 677 312 194
Note. Congruent trial RT cutoff = 590 Incongruent trial RT cutoff = 730 .


67856ab
Stimulus.RESP mean_rt sd n
h 685 222 192
j 642 235 194
k 647 241 198
l 648 222 193
Note. Congruent trial RT cutoff = 610 Incongruent trial RT cutoff = 746 .


678fa79
Stimulus.RESP mean_rt sd n
h 587 139 207
j 655 238 195
k 594 172 190
l 601 221 202
Note. Congruent trial RT cutoff = 619 Incongruent trial RT cutoff = 704 .


67ab55e
Stimulus.RESP mean_rt sd n
h 714 336 181
j 772 290 175
k 682 272 182
l 741 378 191
Note. Congruent trial RT cutoff = 642 Incongruent trial RT cutoff = 739 .


67cb6ff
Stimulus.RESP mean_rt sd n
h 642 211 199
j 625 176 201
k 666 176 198
l 639 231 200
Note. Congruent trial RT cutoff = 770 Incongruent trial RT cutoff = 933 .


67d4841
Stimulus.RESP mean_rt sd n
h 675 211 197
j 620 220 188
k 610 200 202
l 637 213 196
Note. Congruent trial RT cutoff = 676 Incongruent trial RT cutoff = 791 .


67dac9f
Stimulus.RESP mean_rt sd n
h 775 278 213
j 655 205 215
k 752 244 215
l 647 228 214
Note. Congruent trial RT cutoff = 764 Incongruent trial RT cutoff = 863 .


67ef477
Stimulus.RESP mean_rt sd n
h 642 334 161
j 644 342 170
k 588 326 178
l 609 285 169
Note. Congruent trial RT cutoff = 631 Incongruent trial RT cutoff = 775 .


5f16f55
Stimulus.RESP mean_rt sd n
h 539 140 202
j 518 128 209
k 537 180 202
l 551 220 209
Note. Congruent trial RT cutoff = 520 Incongruent trial RT cutoff = 590 .


63474e6
Stimulus.RESP mean_rt sd n
h 630 250 134
j 583 219 181
k 547 176 179
l 666 258 143
Note. Congruent trial RT cutoff = 750 Incongruent trial RT cutoff = 968 .


63bc9e8
Stimulus.RESP mean_rt sd n
h 819 419 193
j 920 495 185
k 1102 605 173
l 907 558 186
Note. Congruent trial RT cutoff = 808 Incongruent trial RT cutoff = 996 .


6526f60
Stimulus.RESP mean_rt sd n
h 635 193 200
j 644 249 175
k 674 255 188
l 636 186 207
Note. Congruent trial RT cutoff = 589 Incongruent trial RT cutoff = 718 .


65e3323
Stimulus.RESP mean_rt sd n
h 510 191 184
j 554 131 158
k 576 176 189
l 528 144 194
Note. Congruent trial RT cutoff = 523 Incongruent trial RT cutoff = 908 .


6660ab8
Stimulus.RESP mean_rt sd n
h 503 232 190
j 484 187 195
k 498 163 196
l 554 232 185
Note. Congruent trial RT cutoff = 523 Incongruent trial RT cutoff = 686 .


66c631b
Stimulus.RESP mean_rt sd n
h 516 265 190
j 437 114 191
k 494 138 191
l 517 279 196
Note. Congruent trial RT cutoff = 479 Incongruent trial RT cutoff = 534 .


67ab5b2
Stimulus.RESP mean_rt sd n
h 527 155 206
j 576 232 196
k 497 102 208
l 559 204 194
Note. Congruent trial RT cutoff = 510 Incongruent trial RT cutoff = 579 .


67d1a4f
Stimulus.RESP mean_rt sd n
h 844 471 193
j 811 449 190
k 830 402 180
l 809 517 192
Note. Congruent trial RT cutoff = 735 Incongruent trial RT cutoff = 828 .


68245db
Stimulus.RESP mean_rt sd n
h 724 248 212
j 801 251 205
k 732 221 210
l 761 216 211

Note. Congruent trial RT cutoff = 836 Incongruent trial RT cutoff = 1038 .