Modeling the Effects of Hypoglycemia on a Two-Choice Task in Adult Humans

Neuropsychology

Volumn 24, Issue 5, 2010, Pages 652-660

  Geddes, Jacqueline ^a   Ratcliff, Roger ^b   Allerhand, Michael ^c   Childers, Russ ^b   Wright, Rohana J ^a   Frier, Brian M ^a   Deary, Ian J ^c  

^a ROYAL INFIRMARY OF EDINBURGH   (United Kingdom)

^b OHIO STATE UNIVERSITY   (United States)

^c UNIVERSITY OF EDINBURGH   (United Kingdom)

Author keywords

Central processing; Diffusion model; Hypoglycemia; Reaction time

Indexed keywords

ARTICLE; COGNITION; DECISION MAKING; FUNCTION TEST; GLUCOSE BLOOD LEVEL; HYPOGLYCEMIA; MODEL; PERCEPTIVE DISCRIMINATION; PRIORITY JOURNAL; RESPONSE TIME;

ADULT; CEREBRAL CORTEX; CHOICE BEHAVIOR; DATA INTERPRETATION, STATISTICAL; DECISION MAKING; DISCRIMINATION (PSYCHOLOGY); FEMALE; HUMANS; HYPOGLYCEMIA; MALE; MENTAL PROCESSES; MODELS, PSYCHOLOGICAL; REACTION TIME; REFERENCE VALUES; SIGNAL DETECTION, PSYCHOLOGICAL;

EID: 77956519404     PISSN: 08944105     EISSN: 19311559     Source Type: Journal    
DOI: 10.1037/a0020074     Document Type: Article

References (43)

1. Busemeyer J.R., Townsend J.T. Decision field theory: A dynamic-cognitive approach to decision making in an uncertain environment. Psychological Review 1993, 100:432-459.
2. Cox D.J., Gonder-Frederick L., Kovatchev B.P., Julian D.M., Clarke W.L. Progressive hypoglycemia's impact on driving simulation performance: Occurrence, awareness and correction. Diabetes Care 2000, 23:163-170.
3. Deary I.J., Hepburn D.A., MacLeod K.M., Frier B.M. Partitioning the symptoms of hypoglycaemia using multi-sample confirmatory factor analysis. Diabetologia 1993, 36:771-777.
4. De Fronzo R., Tobin J.D., Andres R. Glucose clamp technique: A method for quantifying insulin secretion and resistance. American Journal of Physiology 1979, 273:E214-E223.
5. Dejgaard A., Gale A., Larsson H., Balle V., Parving A., Parring H.H. Evidence for diabetic encephalopathy. Diabetic Medicine 1991, 8:162-167.
6. Ewing F.M., Deary I.J., McCrimmon R.J., Strachan M.W., Frier B.M. Effect of acute hypoglycemia on visual information processing in adults with Type 1 diabetes mellitus. Physiology & Behavior 1998, 64:653-660.
7. Ferguson S.C., Blane A., Perros P., McCrimmon R.J., Best J.J., Wardlaw J., Frier B.M. Cognitive ability and brain structure in Type 1 diabetes: Relation to microangiopathy and preceding severe hypoglycemia. Diabetes 2003, 52:149-156.
8. Geddes J., Deary I.J., Frier B.M. Effects of acute insulin-induced hypoglycaemia on psychomotor function: People with Type 1 diabetes are less affected than non-diabetic adults. Diabetologia 2008, 51:1814-1821.
9. Harrison Y., Horne J.A., Rothwell A. Prefrontal neuropsychological effects of sleep deprivation in young adults: A model for healthy aging?. Sleep 2000, 23:1067-1073.
10. Herold K.C., Polonsky K.S., Cohen R.M., Levy J., Douglas F. Variable deterioration in cortical function during insulin-induced hypoglycemia. Diabetes 1985, 34:677-685.
11. MacLeod K.M., Hepburn D.A., Deary I.J., Goodwin G.M., Dougall N., Ebmeier K.P., Frier B.M. Regional cerebral blood flow in IDDM patients: Effects of diabetes and of recurrent severe hypoglycaemia. Diabetologia 1994, 37:257-263.
12. McAulay V., Deary I.J., Ferguson S.C., Frier B.M. Acute hypoglycemia in humans causes attentional dysfunction while non-verbal intelligence is preserved. Diabetes Care 2001, 24:1745-1750.
13. McAulay V., Deary I.J., Sommerfield A.J., Frier B.M. Attentional functioning is impaired during acute hypoglycaemia in people with Type 1 diabetes. Diabetic Medicine 2005, 23:26-31.
14. McCrimmon R.J., Deary I.J., Frier B.M. Auditory information processing during acute insulin induced hypoglycaemia in non-diabetic human subjects. Neuropsychologia 1997, 35:1547-1553.
15. McCrimmon R.J., Deary I.J., Huntly B.J.P., MacLeod K.J., Frier B.M. Visual information processing during controlled hypoglycaemia in humans. Brain 1996, 119:1277-1287.
16. Nelson H.E., Willison J.R. National Adult Reading Test (NART) test manual (Pt. 2) 1991, NFER-Nelson, Windsor, England.
17. Palmer J., Huk A.C., Shadlen M.N. The effect of stimulus strength on the speed and accuracy of a perceptual decision. Journal of Vision 2005, 5:376-404.
18. Pedersen-Bjergaard U., Pramming S., Thorsteinsson B. Recall of severe hypoglycemia and self-estimated state of awareness in Type 1 diabetes. Diabetes and Metabolism Research and Reviews 2003, 19:232-240.
19. Pramming S., Thorsteinsson B., Bendtson I., Binder C. Symptomatic hypoglycaemia in 411 Type 1 diabetic patients. Diabetic Medicine 1991, 8:217-222.
20. Ratcliff R. A theory of memory retrieval. Psychological Review 1978, 85:59-108.
21. Ratcliff R. A theory of order relations in perceptual matching. Psychological Review 1981, 88:552-572.
22. Ratcliff R. Continuous versus discrete information processing modeling accumulation of partial information. Psychological Review 1988, 95:238-255.
23. Ratcliff R. Modeling response signal and response time data. Cognitive Psychology 2006, 53:195-237.
24. Ratcliff R. Modeling aging effects on two-choice tasks: Response signal and response time data. Psychology and Aging 2008, 23:900-916.
25. Ratcliff R., Cherian A., Segraves M. A comparison of macaque behavior and superior colliculus neuronal activity to predictions from models of two-choice decisions. Journal of Neurophysiology 2003, 90:1392-1407.
26. Ratcliff R., McKoon G. The diffusion decision model: Theory and data for two-choice decision tasks. Neural Computation 2008, 20:873-922.
27. Ratcliff R., Rouder J.N. A diffusion model account of masking in two-choice letter identification. Journal of Experimental Psychology: Human Perception and Performance 2000, 26:127-140.
28. Ratcliff R., Smith P.L. A comparison of sequential sampling models for two-choice reaction time. Psychological Review 2004, 111:333-367.
29. Ratcliff R., Thapar A., Gomez P., McKoon G. A diffusion model analysis of the effects of aging in the lexical-decision task. Psychology and Aging 2004, 19:278-289.
30. Ratcliff R., Thapar A., McKoon G. The effects of aging on reaction time in a signal detection task. Psychology and Aging 2001, 16:323-341.
31. Ratcliff R., Thapar A., McKoon G. Aging and individual differences in rapid two-choice decisions. Psychonomic Bulletin & Review 2006, 13:626-635.
32. Ratcliff R., Tuerlinckx F. Estimating parameters of the diffusion model: Approaches to dealing with contaminant reaction times and parameter variability. Psychonomic Bulletin & Review 2002, 9:438-481.
33. Ratcliff R., Van Dongen H.P.A. Sleep deprivation affects multiple distinct cognitive processes. Psychonomic Bulletin & Review 2009, 16:742-751.
34. Ratcliff R., Van Zandt T., McKoon G. Connectionist and diffusion models of reaction time. Psychological Review 1999, 106:261-300.
35. Smith P.L., Ratcliff R., Wolfgang B.J. Attention orienting and the time course of perceptual decisions: Response time distributions with masked and unmasked displays. Vision Research 2004, 44:1297-1320.
36. Sokaloff L. Circulation and energy metabolism of the brain. Basic neurochemistry 1989, 565-590. Raven Press, New York. G. Siegal, B. Agranoff, R.W. Albers, P. Molinoff (Eds.).
37. Sommerfield A.J., Deary I.J., McAulay V., Frier B.M. Moderate hypoglycemia impairs multiple memory functions in healthy humans. Neuropsychology 2003, 17:125-132.
38. Sommerfield A.J., Deary I.J., McAulay V., Frier B.M. Short-term, delayed and working memory are impaired during hypoglycemia in people with Type 1 diabetes. Diabetes Care 2003, 26:390-396.
39. Strachan M.W.J., Deary I.J., Ewing F.M.E., Ferguson S.S.C., Young M.J., Frier B.M. Acute hypoglycemia impairs functions of the central but not the peripheral nervous system. Physiology & Behavior 2001, 72:83-92.
40. Strachan M.W.J., Ewing F.M.E., Frier B.M., McCrimmon R.J., Deary I.J. Effects of acute hypoglycaemia on auditory information processing in adults with Type 1 diabetes. Diabetologia 2003, 46:97-105.
41. Warren R.E., Zammitt N.N., Deary I.J., Frier B.M. The effects of acute hypoglycaemia on memory acquisition and recall and prospective memory in Type 1 diabetes. Diabetologia 2007, 50:178-185.
42. Widom B., Simonson D.C. Glycemic control and neuropsychologic function during hypoglycemia in patients with insulin-dependent diabetes mellitus. Annals of Internal Medicine 1990, 112:904-912.
43. Wirsen A., Tollroth G., Lindgren M., Agardh C.D. Neuropsychological performance differs between Type 1 diabetic and normal men during insulin-induced hypoglycaemia. Diabetic Medicine 1992, 9:156-165.