Meta-analysis and psychophysiology: A tutorial using depression and action-monitoring event-related potentials

International Journal of Psychophysiology

Volumn 111, Issue , 2017, Pages 17-32

  Moran, Tim P ^a   Schroder, Hans S ^b   Kneip, Chelsea ^b   Moser, Jason S ^b  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

^b MICHIGAN STATE UNIVERSITY   (United States)

Author keywords

Depression; Error related negativity; Feedback negativity; Meta analysis; Psychophysiology

Indexed keywords

EVENT RELATED POTENTIAL; HUMAN; META ANALYSIS; MONITORING; PSYCHOPHYSIOLOGY; PUBLISHING; QUANTITATIVE STUDY; SCIENTIST; DEPRESSION; EVOKED RESPONSE; MEDICAL RESEARCH; META ANALYSIS (TOPIC); PATHOPHYSIOLOGY; PHYSIOLOGY; PROCEDURES;

BIOMEDICAL RESEARCH; DEPRESSION; EVOKED POTENTIALS; HUMANS; META-ANALYSIS AS TOPIC; PSYCHOPHYSIOLOGY;

EID: 85003848914     PISSN: 01678760     EISSN: 18727697     Source Type: Journal    
DOI: 10.1016/j.ijpsycho.2016.07.001     Document Type: Article

References (76)

1. Aarts, K., Vanderhasselt, M.-A., Otte, G., Baeken, C., Pourtois, G., Electrical brain imaging reveals the expression and timing of altered error monitoring in major depression. J. Abnorm. Psychol. 122 (2013), 939–950.
2. Alexopoulos, G.S., Murphy, C.F., Gunning-Dixon, F.M., Kalayam, B., Katz, R., Kanellopoulos, D., Etwaroo, G.R., Klimstra, S., Foxe, J.J., Event-related potentials in an emotional go/no-go task and remission if geriatric depression. Cog. Neurosci. Neuropsychol. 18 (2007), 217–221.
3. Birge, R.T., Probable values of the general physical constants. Physiol. Rev. Suppl. 1 (1929), 1–73.
4. Birge, R.T., The calculation of errors by the method of least squares. Phys. Rev. 40 (1932), 207–227.
5. Borenstein, M., Hedges, L., Higgins, J., Rothstein, H., Introduction to Meta-Analysis. 2009, John Wiley & Sons, Ltd., West Sussex, UK.
6. Bress, J.N., Smith, E., Foti, D., Klein, D.N., Hajcak, G., Neural response to reward and depressive symptoms in late childhood to early adolescence. Biol. Psychol. 89 (2012), 156–162.
7. Bress, J.N., Foti, D., Kotov, R., Klein, D.N., Hajcak, G., Blunted neural response to rewards prospectively predicts depression in adolescent girls. Psychophysiology 50 (2013), 74–81.
8. Bress, J.N., Meyer, A., Hajcak, G., Differentiating anxiety and depression in children and adolescents: evidence from event-related potentials. J. Clin. Child Adolesc. Psychol. 44 (2015), 238–249.
9. Carter, C.S., van Veen, V., Anterior cingulate cortex and conflict detection: an update of theory and data. Cogn. Affect. Behav. Neurosci. 7 (2007), 367–379.
10. Chang, W.-P., Davies, P.L., Gavin, W.J., Individual differences in error monitoring in healthy adults: psychological symptoms and antisocial personality characteristics. Eur. J. Neurosci. 32 (2010), 1388–1396.
11. Chiu, P.H., Deldin, P.J., Neural evidence for enhanced error detection in major depressive disorder. Am. J. Psychiatr. 164 (2007), 608–616.
12. Cohen, J., Statistical Power Analysis for the Behavioral Sciences. second ed., 1988, Lawrence Erlbaum Associates.
13. Compton, R.J., Lin, M., Vargas, G., Carp, J., Fineman, S.L., Quandt, L.C., Error detection and posterior behavior in depressed undergraduates. Emotion 8 (2008), 58–67.
14. Cooper, H.M., Research Synthesis and Meta-Analysis: A Step-by-Step Approach. 2010, Sage Publications, Inc., Thousand Oaks, CA.
15. Cooper, H., Hedges, L.V., The Handbook of Research Synthesis. 1994, Russell Sage Foundation, New York.
16. Cumming, G., Understanding the New Statistics: Effect Sizes, Confidence Intervals, and Meta-Analysis. 2012, Taylor & Francis Group, LLC., New York, NY.
17. Dywan, J., Wathewson, K.J., Choma, B.L., Rosenfeld, B., Segalowitz, S.J., Autonomic and electrophysiological correlates of emotional intensity in older and younger adults. Psychophysiology 45 (2008), 389–397.
18. Eddy, D.M., Hasselblad, V., Shachter, R., Meta-Analysis by the Confidence Profile Method. The Statistical Synthesis of Evidence. 1992, Academic Press, Boston, MA.
19. Egger, M., Smith, G.D., Schneider, M., Minder, S., Bias in meta-analysis detected by a simple, graphical test. Br. Med. J. 315 (1997), 629–634.
20. Endrass, T., Riesel, A., Kathmann, N., Buhlmann, U., Performance monitoring in obsessive-compulsive disorder and social anxiety disorder. J. Abnorm. Psychol. 123 (2014), 705–714.
21. Foti, D., Hajcak, G., Depression and reduced sensitivity to non-rewards versus rewards: evidence from event-related potentials. Biol. Psychol. 81 (2009), 1–8.
22. Foti, D., Weinberg, A., Dien, J., Hajcak, G., Event-related potential activity in the basal ganglia differentiates rewards from nonrewards: temporospatial principal components analysis and source localization of the feedback negativity. Hum. Brain Mapp. 32 (2011), 2207–2216.
23. Foti, D., Carlson, J.M., Sauder, C.L., Proudfit, G.H., Reward dysfunction in major depression: multimodal neuroimaging evidence for refining the melancholic phenotype. NeuroImage 101 (2014), 50–58.
24. Gehring, W.J., Liu, Y., Orr, J.M., Carp, J., The error-related negativity (ERN/Ne). Luck, S.J., Kappenman, E., (eds.) Oxford Handbook of Event-Related Potential Components, 2012, Oxford University Press, New York, NY, 231–291.
25. Georgiadi, E., Liotti, M., Nixon, N.L., Liddle, P.F., Electrophysiological evidence for abnormal error monitoring in recurrent major depression. Psychophysiology 48 (2011), 1192–1202.
26. Glass, G.V., Primary, secondary and meta-analysis of research. Educ. Res. 5 (1976), 3–8.
27. Greden, J.F., The burden of recurrent depression: causes, consequences, andfuture prospects. J. Clin. Psychiatry 62 (2001), 5–9.
28. Grundler, T.O.J., Cavanagh, J.F., Figueroa, C.M., Frank, M.J., Allen, J.J.B., Task-related dissociation in ERN amplitude as a function of obsessive-compulsive symptoms. Neuropsychologia 47 (2009), 1978–1987.
29. Haidich, A.B., Meta-analysis in medical research. Hippokratia 14 (2010), 29–37.
30. Hedges, L., Distribution theory for Glass's estimator of effect size and related estimators. J. Educ. Stat. 6 (1981), 107–128.
31. Hedges, L., Pigott, T.D., The power of statistical tests in meta-analysis. Psychol. Methods 6 (2001), 203–217.
32. Hedges, L., Pigott, T.D., The power of statistical tests for moderators in meta-analysis. Psychol. Methods 9 (2004), 426–445.
33. Higgins, J.P.T., Thompson, S.G., Deeks, J.J., Altman, D.G., Measuring inconsistency in meta-analyses. Br. Med. J. 327 (2003), 557–560.
34. Holmes, A.J., Pizzagalli, D.A., Spatiotemporal dynamics of error processing dysfunctions in major depressive disorder. Arch. Gen. Psychiatry 65 (2008), 179–188.
35. Holmes, A.J., Pizzagalli, D.A., Effects of task-relevant incentives on the electrophysiological correlates of error processing in major depression. Cogn. Affect. Behav. Neurosci. 10 (2010), 119–128.
36. Holroyd, C.B., Coles, M.G., The neural basis of human error processing: reinforcement learning, dopamine, and the error-related negativity. Psychol. Rev. 109 (2002), 679–709.
37. Hunter, J.E., Schmidt, F.L., Methods of Meta-Analysis: Correcting Error and Bias in Research Findings. second ed., 2004, Sage Publications Inc., Newbury Park, CA.
38. Ioannidis, J.P.A., Trikalinos, T.A., An exploratory test for an excess of significant findings. Clin. Trials 4 (2007), 245–253.
39. Kalayam, B., Alexopoulos, G.S., A preliminary study of left frontal region error negativity and symptom improvement in geriatric depression. Am. J. Psychiatr. 160 (2003), 2054–2056.
40. Ladouceur, C.D., Slifka, J.S., Dahl, R.E., Birmaher, B., Axelson, D.A., Ryan, N.D., Altered error-related brain activity in youth with major depression. Dev. Cog. Neurosci. 2 (2012), 351–362.
41. Lai, C.-H., Major depressive disorder: gender differences in symptoms, life quality, and sexual function. J. Clin. Psychopharmacol. 31 (2011), 39–44.
42. Liu, W.-H., Wang, L.-Z., Shang, H.-R., Shen, Y., Li, Z., Cheung, E.F.C., Chan, R.C.K., The influence of anhedonia on feedback negativity in major depressive disorder. Neuropsychologia 53 (2014), 213–220.
43. Larson, M.J. & Carbine, K.A. (in press). Sample size calculations in human electrophysiology (EEG and ERP) studies: A systematic review and recommendations for increased rigor. Int. J. Psychol.
44. Lopez, A.D., Mathers, C.D., Ezzati, M., Jamison, D.T., Murray, C.J., Global and regional burden of disease and risk factors, 2001: systemic analysis of population health data. Lancet 367 (2006), 1747–1757.
45. Mies, G.W., van der Veen, F.M., Tulen, J.H.M., Birkenhager, T.K., Hengeveld, M.W., van der Molen, M.W., Drug-free patients with major depression show an increased electrophysiological response to valid and invalid feedback. Psychol. Med. 41 (2011), 2515–2525.
46. Moran, T.P., Anxiety and working memory capacity: a meta-analysis and narrative review. Psychol. Bull., 2016 (in press).
47. Moran, T.P., Taylor, D., Moser, J.S., Sex moderates the relationship between worry and performance monitoring brain activity in undergraduates. Int. J. Psychophysiol. 85 (2012), 188–194.
48. Morris, S.B., DeShon, R.P., Combining effect size estimates in meta-analysis with repeated measures and independent-groups designs. Psychol. Methods 7 (2002), 105–125.
49. Mueller, E.M., Pechtel, P., Cohen, A.L., Douglas, S.R., Pizzagalli, D.A., Potentiated processing of negative feedback in depression is attenuated by anhedonia. Depress. Anxiety 32 (2015), 296–305.
50. Olvet, D.M., Hajcak, G., The error-related negativity (ERN) and psychopathology: toward and endophenotypes. Clin. Psychol. Rev. 28 (2008), 1343–1354.
51. Olvet, D.M., Klein, D.N., Hajcak, G., Depression symptom severity and error-related brain activity. Psychiatry Res. 179 (2010), 30–37.
52. Padrao, G., Mallorqui, A., Cucurell, D., Marco-Pallares, J., Rodriguez-Fornells, A., Neurophysiological differences in reward processing in anhedonics. Cogn. Affect. Behav. Neurosci. 13 (2013), 102–115.
53. Peng, L., Xinxin, S., Jing, W., Xiaoran, Z., Jiayi, L., Fengtong, L., Zhonghua, H., Xinxin, Z., Hewei, C., Wenmiao, W., Hong, L., Fengyu, C., Roberson, D., Reduced sensitivity to neutral feedback versus negative feedback in subjects with mild depression: evidence from event-related potentials study. Brain Cogn. 100 (2015), 15–20.
54. Petticrew, M., Systematic reviews from astronomy to zoology: myths and misconceptions. Br. Med. J. 322 (2001), 98–101.
55. Proudfit, G.H., The reward positivity: from basic research on reward to a biomarker for depression. Psychophysiology 52 (2015), 449–459.
56. Ruchsow, M., Herrnberger, B., Wiesend, C., Gron, G., Spitzer, M., Kiefer, M., The effect of erroneous responses on response monitoring in patients with major depressive disorder: a study with event-related potentials. Psychophysiology 41 (2004), 833–840.
57. Ruchsow, M., Herrnberger, B., Beschoner, P., Gron, G., Spitzer, M., Kiefer, M., Error processing in major depressive disorder: evidence from event-related potentials. J. Psychiatr. Res. 40 (2006), 37–46.
58. Sambrook, T.D., Goslin, J., A neural reward prediction error revealed by a meta-analysis of ERPs using great grand averages. Psychol. Bull. 141 (2014), 213–235.
59. Santesso, D.L., Steele, K.T., Bogdan, R., Holmes, A.J., Deveney, C.M., Meites, T.M., Pizzagalli, D.A., Enhanced negative feedback responses in remitted depression. Cog. Neurosci. Neuropsychol. 19 (2008), 1045–1048.
60. Schmid, C.H., Mengersen, K., Bayesian Meta-Analysis. Koricheva, J., Gurevitch, J., Mengersen, K., (eds.) Handbook of Meta-Analysis in Ecology and Evolution, 2013, Princeton University Press. Princeton, NJ.
61. Schoenberg, P.L.A., The error processing system in major depressive disorder: cortical phenotypal marker hypothesis. Biol. Psychol. 99 (2014), 100–114.
62. Schooler, J., Unpublished results hide the decline effect. Nature, 470, 2011, 437.
63. Schrijvers, D., de Bruijn, E.R.A., Maas, Y., De Grave, C., Sabbe, B.G.C., Hulstijn, W., Action monitoring in major depressive disorder with psychomotor retardation. Cortex 44 (2008), 569–579.
64. Schrijvers, D., de Bruijn, E.R.A., Maas, Y., Vancoille, P., Hulstijn, W., Sabbe, B.G.C., Action monitoring and depressive symptom reduction in major depressive disorder. Int. J. Psychophysiol. 71 (2009), 218–224.
65. Smith, T.C., Spiegelhalter, D.J., Thomas, A., Bayesian approaches to random-effects meta-analysis: a comparative study. Stat. Med. 14 (1995), 2699–2865.
66. Tang, Y., Zhang, X., Simmonite, M., Li, H., Zhang, T., Guo, Q., Li, C., Fang, Y., Xu, Y., Wang, J., Hyperactivity within an extensive cortical distribution associated with excessive sensitivity in error processing in unmedicated depression: a combined event-related potential and sLORETA study. Int. J. Psychophysiol. 90 (2013), 282–289.
67. Tucker, D., Luu, P., Frishkoff, F., Quiring, J., Poulsen, C., Frontolimbic response to negative feedback in clinical depression. J. Abnorm. Psychol. 112 (2003), 667–678.
68. van Veen, V., Carter, C.S., The timing of action-monitoring processes in the anterior cingulate cortex. J. Cogn. Neurosci. 14 (2002), 593–602.
69. Weinberg, A., Shankman, S.A., Blunted reward processing in remitted melancholic depression. Clin. Psychol. Sci., 2016 (in press).
70. Weinberg, A., Olvet, D.M., Hajcak, G., Increased error-related brain activity in generalized anxiety. Biol. Psychol. 85 (2010), 472–480.
71. Weinberg, A., Klein, D.N., Hajcak, G., Increased error-related brain activity distinguishes generalized anxiety disorder with and without comorbid major depressive disorder. J. Abnorm. Psychol. 121 (2012), 885–896.
72. Weinberg, A., Kotov, R., Proudfit, G.H., Neural indicators of error processing in generalized anxiety disorder, obsessive-compulsive disorder, and major depressive disorder. J. Abnorm. Psychol. 124 (2015), 172–185.
73. Weinberg, A., Meyer, A., Hale-Rude, E., Perlman, G., Kotov, R., Klein, D.N., Hajcak, G., Error-related negativity (ERN) and sustained threat: conceptual framework and empirical evaluation in an adolescent sample. Psychophysiology 53 (2016), 372–385.
74. Weinberg, A., Liu, H., Shankman, S.A., Blunted neural response to errors as a trait marker or melancholic depression. Biol. Psychol. 113 (2016), 100–107.
75. World Health Organization (Switzerland), Global Burden of Mental Disorders and the Need for a Comprehensive, Coordinated Response from Health and Social Sectors at the Country Level. 2011, Who Press, Geneva.
76. Yeung, N., Botvinick, M.M., Cohen, J.D., The neural basis of error detection: conflict monitoring and the error-related negativity. Psychol. Rev. 111 (2004), 931–959.