Testing for Central Auditory Processing Disorders Harvey Dillon With thanks to: Sharon Cameron Helen Glyde Dani Tomlin Pia Gyldenkaerne Mridula Sharma Wayne Wilson 1 On the basis of evidence, what should CAPD testing and remediation services consist of? 2 A clinician’s question • Does this child have a problem hearing or understanding sound that adversely affects him or her, and that I or anyone else can do something about? • What is the specific nature of the problem? • Is there a specific remediation for that problem? • What general management techniques will minimize its effects? • What tests should I use to determine the child’s problems? 4 Problems with current definitions 1. Requirement for modality specificity and absence of other problems. Trauma or failure to develop Auditory processing neurons Deficient auditory skill Life consequences Visual processing neurons Deficient visual skill Life consequences Language processing neurons Deficient language skill Life consequences Consequent disabilities 5 Problems with current definitions 2. Arbitrariness of fail criterion – Which tests to include in battery? – How many tests have to be failed, in how many ears, in what combinations? – What is a fail on each test? 6 Impact of criterion on diagnosis of CAPD 0 Percent of children “with CAPD” 50 100 Fail ≥2 tests [ASHA (2005), AAA (2010)] Fail ≥1 tests [ASHA (2005), AAA (2010)] Fail ≥1 non-speech [McArthur, 2009] Fail ≥1 speech + ≥1 non-speech [BSA(2011)] Reported sympotoms [Ferguson (2011)] Binaural fail Monaural fail Wayne Wilson 7 Problems with a Large Test Battery Impact on child’s attention (The tests are often very boring!!) Relevance of the normative data Statistical implications of presenting multiple tests inflating Type II error rate. So …. how do we solve this problem?? 8 Possible, but not very good, solutions…. 1. Tighten the pass-fail criteria on each test (e.g. 3 SD): have to be very aberrant to fail 2. Require that the individual fail more than one test: Only logical if CAPD is a “generalized disorder” 3. Repeat any test that produces a failed result: Not consistent with normative data An inefficient use of time 9 Current approach to CAPD testing History Audiometry No Exclude CAPD; Refer elsewhere Is there a problem that CAPD might explain? Yes Detailed test battery Test result interpretation Non-specific remediation and management: • Classroom placement • FM use • Instruction style • Soundfield amplification • Auditory training software Dealing with problems in understanding speech Questionnaire / history No Audiometry Is there a problem that CAPD might explain? Measured disability Yes Master test battery Exclude CAPD; Refer elsewhere Detailed test battery Non-specific remediation and management: • Classroom placement • FM use • Instruction style • Soundfield amplification Test result interpretation leading to a disorder-specific diagnosis Disorder-specific remediation Dealing with problems in understanding speech Questionnaire / history No Audiometry Measured disability Is there a problem that CAPD might explain? Yes LiSN-S FPT Verbal SPIN Master test battery High Cue Hi Cont Exclude CAPD; Refer elsewhere FPT Hum Non-specific remediation and management: • Classroom placement • FM use • Instruction style • Soundfield amplification ? ? SPIN LiSN-S Detailed test battery Lo Cont Low Cue LiSN-S Spatial Advantage UndiagClosure Test result interpretation leadingSPD to nosed skill deficit a disorder-specific diagnosis deficits Top-down LiSN Disorder-specific remediation training & Learn LiSN-S Talker Advantage Pitch deficit Proportion of children What is a fail on one test? 40 -4 60 80 -2 100 120 Test score 0 Z-score 140 2 160 4 13 Test score sensitivity relative to functional listening ability • Can estimate from correlation between test scores and functional ability Functional listening ability – Questionnaire scores of listening ability – Educational attainment scores 150 100 50 0 -3 -2 -1 0 1 CAPD test z-score 2 3 14 Test score sensitivity relative to functional ability: Functional listening ability • Sensitivity = ∆ 𝐹𝑢𝑛𝑐𝑡𝑖𝑜𝑛𝑎𝑙 𝑧−𝑠𝑐𝑜𝑟𝑒 ∆ 𝐶𝐴𝑃𝐷 𝑧−𝑠𝑐𝑜𝑟𝑒 150 100 50 0 -3 -2 -1 0 1 CAPD test z-score 2 3 15 Criteria for adopting a CAPD test • Test is associated with variation in functional ability ∆ 𝐹𝑢𝑛𝑐𝑡𝑖𝑜𝑛𝑎𝑙 𝑧−𝑠𝑐𝑜𝑟𝑒 – High sensitivity (= ) ∆ 𝐶𝐴𝑃𝐷 𝑧−𝑠𝑐𝑜𝑟𝑒 – Deviant results common in clinical population – Attributes tested minimally shared with other tests in battery • Test result indicates specific remediation necessary (and remediation affects real life) • Time taken is small • Test is minimally affected by attention, intelligence, motivation, working memory • Associated with a known anatomical site and neural mechanism 16 Experiment 1 Dani Tomlin current PhD study • Two subject recruitment groups: – Children referred to Uni of Melbourne Audiology Clinic due to suspected APD (n=65) • Teachers, parent, speech pathologist referral – Normative group (n=47) • School enrolment, open invitation • Age range of 7–12 years • Both groups to complete full test battery • Results converted to Z scores (derived using age specific norms) 17 Measures obtained • • • • • Dichotic Digits Test (DDT): Binaural integration (Musiek, 1993) Frequency Pattern Test (FPT): Temporal sequencing (Musiek et al, 1990) Gaps in Noise (GIN): Temporal resolution (Musiek et al, 2005) MLD: Binaural interaction (Bellis, 2003) LiSN-S: Binaural integration – spatial listening ability (Cameron & Dillon, 2006) • • • Memory CELF-4: Forward and reverse digits Attention: BrainTrain®: Continuous Performance Test: Sustained auditory and visual attention Cognition -TONI-4: Nonverbal cognitive assessment • Questionnaires and interview: – Child completed LIFE questionnaire & recorded interview – Parent completed Fisher checklist & written interview – Teacher Evaluation of Auditory Performance (TEAP) & written interview • Academic Performance - NAPLAN & WARP (reading fluency) 18 Relations between questionnaires Life (children) Fisher (parents) TEAP (teachers) Listening Capabilities Score 19 Relations between outcome variables Listening Capability Score NAPLAN Literacy Z score WARP Z SCORE 20 Test score sensitivity relative to functional abilities Listening capabilities Dichotic digits - left Listening Capability Score = 0.2085+0.2417*x 2.0 1.5 1.0 0.5 0.0 -0.5 -1.0 -1.5 Listening Capa -2.0 -2.5 -10 Dani Tomlin -8 -6 -4 -2 LDD Z Score 0 2 4 Test score sensitivity relative to functional abilities Listening Capability Score = 0.2085+0.2417*x 2.0 1.5 1.0 0.5 0.0 -0.5 -1.0 -1.5 Listening Capability Score Listening capabilities Dichotic digits - left -2.0 -2.5 -10 -8 Dani Tomlin -6 -4 -2 LDD Z Score 0 2 4 Test score sensitivity relative to functional abilities Freq pattern - right Freq pattern - left Listening Capability Score = -0.0343+0.2005*x Listening Capability Score = -0.068+0.1102*x Listening Capability Score = -0.0218+0.1664*x 2.0 2.0 2.0 2.0 1.5 1.5 1.5 1.5 1.0 1.0 1.0 1.0 0.5 0.5 0.5 0.5 0.0 0.0 0.0 0.0 -0.5 -0.5 -0.5 -0.5 -1.0 -1.0 -1.0 -1.0 -1.5 -1.5 -1.5 -1.5 -6 -4 -2 0 2 4 LDD ASIN Z Score Literacy Average NAPLAN Literacy Z score = 0.6834+0.2485*x -2.5 -10 -8 -6 -4 -2 0 2 4 RDD ASIN Z Score Average NAPLAN Literacy Z score = 0.4145+0.1672*x -2.0 -2.5 -10 -8 -6 -4 -2 0 2 4 LFPT ASIN Z SCORE Average NAPLAN Literacy Z score = 0.5726+0.265*x Listening Capability Score -8 -2.0 Listening Capability Score -2.5 -10 Listening Capability Score -2.0 -2.0 -2.5 -10 2 2 1 1 1 1 0 0 0 0 -1 -1 -1 -1 -2 -2 -2 -2 -4 -2 0 2 4 LDD ASIN Z Score WARP Z SCORE = 0.2969+0.2647*x -8 -6 -4 -2 0 2 4 RDD ASIN Z Score WARP Z SCORE = 0.0602+0.205*x 2 2 1 1 -3 -10 -8 -6 -4 -2 0 2 4 LFPT ASIN Z SCORE WARP Z SCORE = 0.1039+0.2143*x 2 1 Average NAPLAN Literacy Z score -6 Average NAPLAN Literacy Z score -8 -3 -10 -3 -10 -1 -1 -1 -1 -2 0 2 4 -3 -10 -8 -6 -4 -2 RDD ASIN Z Score 0 2 4 -3 -10 -8 -6 -4 -2 LFPT ASIN Z SCORE 0 2 WARP Z SCORE Dani Tomlin -4 LDD ASIN Z Score WARP Z SCORE -6 WARP Z SCORE WARP Z SCORE -8 2 4 -8 -6 -4 -2 0 2 4 2 4 1 0 -3 -10 0 WARP Z SCORE = 0.0871+0.2002*x 0 -2 -2 2 0 -2 -4 R FPT ASIN Z SCORE 0 -2 -6 Average NAPLAN Literacy Z score = 0.5054+0.1976*x 2 -3 -10 -8 R FPT ASIN Z SCORE 2 Average NAPLAN Literacy Z score Average NAPLAN Literacy Z score Reading fluency Dichotic digits - right Listening Capability Score = 0.2085+0.2417*x Listening Capability Score Listening capabilities Dichotic digits - left -2 -3 -10 -8 -6 -4 -2 0 R FPT ASIN Z SCORE 23 Test score sensitivity relative to functional abilities Listening Capability Score = -0.0312+0.4149*x Listening Capability Score = -0.1261+0.2162*x Listening Capability Score = -0.0199+0.5467*x 2.0 2.0 2.0 1.5 1.5 1.5 1.5 1.0 1.0 1.0 1.0 0.5 0.5 0.5 0.5 0.0 0.0 0.0 0.0 -0.5 -0.5 -0.5 -0.5 -1.0 -1.0 -1.0 -1.0 -1.5 -1.5 -1.5 -1.5 -2.5 -1.6 -1.2 -1.4 -0.8 -1.0 -0.4 -0.6 0.0 -0.2 0.4 0.2 0.8 0.6 1.2 1.0 L Gin Z score Average NAPLAN Literacy Z score = 0.3754-0.2565*x 2.0 -2.0 -2.5 -3.0 -2.5 -2.0 -1.5 -1.0 -0.5 0.0 0.5 1.0 1.5 R Gin Z score -2.0 -2.5 -2.5 -2.0 -1.5 -1.0 -0.5 0.0 0.5 1.0 1.5 2.0 DS FW Z SCORE Average NAPLAN Literacy Z score = 0.454+0.5643*x 2.0 Average NAPLAN Literacy Z score = 0.3701-0.1306*x 2.0 Listening Capability Score -2.0 Listening Capability Score Literacy Digit span - Reversed Digit span - Forward 2.0 Listening Capability Score -2.0 -2.5 -2.0 1.5 1.5 1.0 1.0 1.0 0.5 0.5 0.5 0.5 0.0 0.0 0.0 0.0 -0.5 -0.5 -0.5 -0.5 -1.0 -1.0 -1.0 -1.0 -1.5 -1.5 -1.5 -1.5 -0.2 0.0 0.2 0.4 0.6 L Gin Z score WARP Z SCORE = -0.006+0.5397*x 3 2 1 -2.5 -2.0 -1.5 -1.0 -0.5 0.0 0.5 1.0 R Gin Z score WARP Z SCORE = 0.0099+0.3944*x 3 2 1 1.5 Average NAPLAN Literacy Z score -0.4 -2.0 -2.0 -1.5 -1.0 -0.5 0.0 0.5 1.0 1.5 DS FW Z SCORE WARP Z SCORE = 0.0673+0.541*x 3 NAPLAN Literacy Z score 1.5 -2.0 -3.0 -2.0 -2.0 2 1 1 0 0 -1 -1 -1 -1 Dani Tomlin -0.4 -0.6 0.0 -0.2 L Gin Z score 0.4 0.2 0.8 0.6 1.2 1.0 -3 -3.0 -2.5 -2.0 -1.5 -1.0 -0.5 R Gin Z score 0.0 0.5 1.0 1.5 -3 -2.5 -2.0 -1.5 -1.0 -0.5 0.0 0.5 DS FW Z SCORE 1.0 1.5 2.0 WARP Z SCORE -0.8 -1.0 WARP Z SCORE -1.2 -1.4 WARP Z SCORE WARP Z SCORE -3 -1.6 0.5 1.0 1.5 2.0 -1.5 -1.0 -0.5 0.0 0.5 1.0 1.5 2.0 WARP Z SCORE = 0.0897+0.7375*x 2 -2 0.0 3 0 -2 -0.5 DS Rev Z Score 0 -2 -1.0 Average NAPLAN Literacy Z score = 0.4358+0.6129*x 2.0 1.0 -2.0 -0.6 -1.5 DS Rev Z Score 1.5 Average NAPLAN Literacy Z score Average NAPLAN Literacy Z score Reading fluency Gaps in noise - right Listening Capability Score = -0.124+0.2894*x Listening Capability Score Listening capabilities Gaps in noise - left -2 -3 -2.0 -1.5 -1.0 -0.5 0.0 0.5 DS Rev Z Score 1.0 24 1.5 2.0 Test score sensitivity relative to functional abilities MLD z score attention Listening Capability Score = -0.0792-0.0256*x Listening Capability Score = 0.0332+0.3098*x Listening Capability Score = 0.188+0.2352*x 2.0 2.0 2.0 2.0 1.5 1.5 1.5 1.5 1.0 1.0 1.0 1.0 0.5 0.5 0.5 0.5 0.0 0.0 0.0 0.0 -0.5 -0.5 -0.5 -0.5 -1.0 -1.0 -1.0 -1.0 -1.5 -1.5 -1.5 -1.5 Literacy -3 -2 -1 0 1 2 3 LC Sdev from avg -2.5 -5 -4 -3 -2 -1 0 1 2 3 HC Sdev from avg -2.0 -2.5 -3 -2 -1 0 1 2 3 4 5 MLD Z score Average NAPLAN Literacy Z score = 0.3523+0.0132*x 2.0 Listening Capability Score -4 -2.0 Listening Capability Score -2.5 -5 Listening Capability Score -2.0 -2.0 -2.5 -6 Average NAPLAN Literacy Z score = 0.4454+0.3003*x 2.0 1.5 1.5 1.5 1.5 1.0 1.0 1.0 1.0 0.5 0.5 0.5 0.5 0.0 0.0 0.0 0.0 -0.5 -0.5 -0.5 -0.5 -1.0 -1.0 -1.0 -1.0 -1.5 -1.5 -1.5 -1.5 -3 -2 -1 0 1 2 3 LC Sdev from avg WARP Z SCORE = 0.0719+0.2626*x 2 1 0 -2.0 -5 -3 -2 -1 0 1 2 3 HC Sdev from avg WARP Z SCORE = 0.1186+0.3258*x 2 1 0 -1 -2.0 -3 -1 0 LC Sdev from avg 1 2 3 1 2 3 -2.0 5 -6 4 2 1 0 -4 -3 -2 -1 0 HC Sdev from avg 1 2 3 -2 -1 0 1 2 -5 -4 -3 -2 -1 0 1 2 WARP Z SCORE = 0.2157+0.2121*x 2 1 0 -1 -2 -3 -3 -3 Attention Quotient Z score -1 -2 -3 -5 0 -2 -1 0 1 MLD Z score 2 3 4 5 WARP Z SCORE Dani Tomlin -2 -1 WARP Z SCORE = 0.0107+0.0001*x WARP Z SCORE -3 WARP Z SCORE WARP Z SCORE -4 -2 MLD Z score -1 -2 -3 -5 -4 -4 Average NAPLAN Literacy Z score = 0.4196+0.274*x 2.0 Average NAPLAN Literacy Z score -4 Average NAPLAN Literacy Z score -2.0 -5 -5 Attention Quotient Z score Average NAPLAN Literacy Z score = 0.4274+0.3453*x 2.0 Average NAPLAN Literacy Z score Average NAPLAN Literacy Z score Reading fluency LiSN-S High cue Listening Capability Score = 0.0843+0.56*x Listening Capability Score Listening capabilities LiSN-S Low Cue -2 -3 -6 -5 -4 -3 -2 -1 0 Attention Quotient Z score 25 1 2 Sensitivity: Effect on outcome variable of being 1 SD below the mean on test score -0.2 0 0.2 0.4 0.6 0.8 1 TONI Digit Span Rev Digit Span Fwd LiSN-S Low cue L GIN Lisn-S High cue L DD R GIN Attention L FPT Listening capabilities R DD Literacy R FPT Reading ability MLD 26 FPT results highly correlated between ears 2 0 -2 clinic school -4 -6 Rpp Z Score -8 -10 -12 -12 -10 -8 -6 -4 LPP Z score -2 0 2 27 Dichotic digit results less correlated 2 0 -2 -4 -6 RDD Z score -8 -10 Clinic School -12 -12 -10 -8 -6 LDD Zscore -4 -2 0 2 28 P<0.01 Correlations – outcomes and test scores Liter WAR acy P Literacy WARP Listening Cap L DD Liste n L DD R DD L FPT Cap R R LiSN LiSN LiSN DS MLD L GIN FPT GIN LC HC SA Fwd DS TONI Att Rev - 0.60 0.77 0.66 0.41 0.49 0.46 0.03 -0.12 -0.07 0.39 0.34 -0.03 0.56 0.67 0.62 0.49 0.60 - 0.64 0.47 0.33 0.34 0.37 0.00 0.25 0.22 0.21 0.34 0.09 0.44 0.56 0.51 0.32 0.77 0.64 - 0.47 0.37 0.34 0.26 -0.04 0.14 0.13 0.43 0.32 0.15 0.34 0.43 0.53 0.35 0.66 0.47 0.47 - 0.47 0.46 0.37 -0.12 0.08 0.14 0.28 0.25 0.13 0.53 0.48 0.49 0.27 R DD 0.41 0.33 0.37 0.47 - 0.27 0.35 -0.17 0.09 0.11 0.22 0.14 0.14 0.33 0.33 0.30 0.22 L FPT 0.49 0.34 0.34 0.46 0.27 - 0.87 -0.12 0.00 -0.03 0.12 0.07 0.17 0.29 0.42 0.38 0.19 R FPT 0.46 0.37 0.26 0.37 0.35 0.87 - -0.12 0.11 0.12 0.11 0.22 0.26 0.36 0.37 0.08 MLD 0.03 0.00 -0.04 -0.12 -0.17 -0.12 -0.12 0.03 -0.08 0.06 0.05 -0.07 -0.02 -0.03 L GIN -0.12 0.25 0.14 0.08 0.09 0.00 0.11 -0.17 - 0.73 -0.02 0.02 0.12 0.04 0.04 -0.04 -0.09 R GIN -0.07 0.22 0.13 0.14 0.11 -0.03 0.01 -0.19 0.73 - -0.05 0.02 0.18 0.05 0.09 0.08 -0.04 LiSN LC 0.39 0.21 0.43 0.28 0.22 0.12 0.12 0.26 -0.04 0.30 0.21 0.28 0.08 LiSN HC 0.34 0.34 0.32 0.25 0.14 0.07 0.11 -0.08 0.02 0.02 0.26 - 0.43 0.09 0.16 0.24 0.06 LiSN SA -0.03 0.09 0.15 0.13 0.14 0.17 0.22 0.06 0.12 0.18 -0.04 0.43 - 0.02 0.08 0.14 -0.02 DS Fwd 0.56 0.44 0.34 0.53 0.33 0.29 0.26 0.05 0.04 0.05 0.30 0.09 0.02 - 0.59 0.30 0.11 DS Rev 0.67 0.56 0.43 0.48 0.33 0.42 0.36 -0.07 0.04 0.09 0.21 0.16 0.08 0.59 - 0.38 0.31 TONI 0.62 0.51 0.53 0.49 0.30 0.38 0.37 -0.02 -0.04 0.08 0.28 0.24 0.14 0.30 0.38 - Attention 0.49 0.32 0.35 0.27 0.22 0.19 0.08 -0.03 -0.09 -0.04 0.08 0.06 -0.02 0.11 0.31 0.01 - -0.17 -0.19 0.03 -0.02 -0.05 - 0.23 30 0.23 - NAPLAN literacy 1 L DD 2 3 4 5 6 7 8 9 10 11 12 * * * * * * * * * * * * * * * * * R DD L FPT R FPT * * * * * * * * * * * * * * * * * MLD * L GIN R GIN * * * * * * * * * * * * * * * * DS Fwd DS Rev * * * * * LiSN LC * * * * * LiSN HC * * * * * * * * LiSN SA * * * * * * * * * 31 What is affecting listening capabilities? TONI 0.27 DS Fwd 0.10 DS Rev Listening capabilities 0.19 LDD 0.10 0.20 Att N=59 Adj R2 = 0.31 32 What is affecting literacy? TONI 0.24 DS Fwd 0.30 0.18 LDD DS Rev But only 14 clinic participants with NAPLAN so far. NAPLAN Literacy 0.16 0.29 Att N=35 Adj R2 = 0.64 33 Importance of the presenting symptoms? Spelling/W Primary Concern LANGUAGE READING LEARN FOLLO ATTN/CONC Attention none No of observations 50 45 40 35 30 25 20 15 10 5 0 34 Importance of presenting symptoms 1.5 MANOVA analysis: p=0.94 1.0 0.5 0.0 -0.5 -1.0 -1.5 -2.0 -2.5 -3.0 -3.5 -4.0 FOLLOWING INST ATTN/CONC LEARNING DIFFIC. Primary Concern READING LDD ASIN Z Score LFPT ASIN Z SCORE L Gin Z score DS FW Z SCORE DS Rev Z Score LC Sdev f rom avg 35 TONI Z Score Importance of presenting symptoms Event Response by child Acts (inappropriately) based on what was heard Child fails to understand an instruction Asks for repetition of instruction Does nothing Misbehaves Interpretation by observer Is not very smart Can’t follow instructions Poor concentration Daydreams Badly behaved 36 Experiment 2 Pia Gyldenkaerne current PhD study • Children referred to Macquarie Uni Audiology Clinic due to suspected APD (n=119) • Teachers, parent, speech pathologist referral • Age range of 7–13 years 37 Measures obtained • • • • Dichotic Digits Test (DDT): Binaural integration (Musiek, 1993) Frequency Pattern Test (FPT): Temporal sequencing (Musiek et al, 1990) Gaps in Noise (GIN): Temporal resolution (Musiek et al, 2005) MLD: Binaural interaction (Bellis, 2003) • Memory CELF-4: Forward and reverse digits • Attention: BrainTrain®: Continuous Performance Test: Sustained auditory and visual attention • Cognition -TONI-4: Nonverbal cognitive assessment • Questionnaire: – Purpose designed – yes/no answers to 18 questions asking about difficulties in listening and its possible consequences • Academic Performance: WARP (reading fluency) 38 Test score sensitivity relative to functional ability: Reported difficulties and reading fluency -2 -2 -2 0 0 0 0 2 2 2 2 4 4 4 4 6 6 6 6 8 8 8 8 12 14 -7 -6 -5 -4 -3 -2 -1 0 10 12 14 2 -5 1 -4 -3 DDT_L_SD -1 0 10 12 14 2 -12 1 -10 -8 -6 DDT_R_SD Dichotic digits - left -4 -2 10 12 14 2-12 0 220 200 200 180 180 180 180 160 160 160 160 140 140 140 140 120 120 120 120 100 100 100 100 80 80 80 80 60 40 20 0 0 3 -7 -6 -5 -4 -3 -2 -1 0 1 2 WARP Average 220 200 WARP Average 220 20 60 40 DDT_L_SD Pia Gyldenkaerne and Mridula Sharma -4 -2 DDT_R_SD 0 2 0 4-12 -4 -2 0 2 60 40 20 20 -6 -6 Freq pattern - right Freq pattern - left 200 40 -8 FPT_R_SD 220 60 -10 FPT_L_SD Dichotic digits - right WARP Average WARP Average Reading speed -2 Reported Difficulties 10 Reported Difficulties Reported Difficulties Reported Difficulties Reported difficulties -2 -10 -8 -6 -4 FPT_L_SD -2 0 0 -12 2 -10 -8 -6 -4 -2 0 FPT_R_SD 39 2 4 -2 -2 -2 -2 0 0 0 0 2 2 2 2 4 4 4 4 6 6 6 6 8 8 12 14 11 10 9 8 7 6 5 4 12 14 2 3 0 20 40 GIN Right 60 80 100 120 10 12 14 140 10 12 14 0 20 BT Attention Quotient Gaps in noise right 40 60 80 100 120 -7 Brain Train response control quotient 220 200 200 180 180 180 180 160 160 160 160 140 140 140 140 120 120 120 120 100 100 100 100 80 80 80 80 0 11 10 9 8 7 6 5 4 3 60 40 60 40 20 20 0 2 0 140 0 20 GIN Right Pia Gyldenkaerne and Mridula Sharma 40 60 80 BT Attention Quotient 100 120 WARP Average 220 200 WARP Average 220 20 -4 -3 -2 -1 0 1 2 1 2 Binaural masking level difference 200 40 -5 MLD_SD 220 60 -6 BT Response Control Quotient Brain Train attention quotient WARP Average WARP Average Reading speed 8 8 10 Reported Difficulties 10 Reported Difficulties Reported Difficulties Reported Difficulties Reported difficulties Test score sensitivity relative to functional ability: Reported difficulties and reading speed 60 40 20 0 20 40 60 80 BT Response Control Quotient 100 120 0 140 -7 -6 -5 -4 -3 -2 -1 0 MLD_SD 40 Simple correlation matrix – outcome scores and test scores P<0.01 BT TONI Attention Quotient Reported Difficulties WARP L DDT R DD L FPT R FPT R GIN MLD - -0.57 -0.49 -0.24 -0.42 -0.44 0.28 0.11 -0.55 -0.35 -0.57 - 0.41 0.20 0.35 0.41 -0.33 -0.07 0.35 0.50 -0.49 0.41 - 0.43 0.42 0.49 -0.20 0.01 0.31 0.36 R DDT -0.24 0.20 0.43 - 0.22 0.23 -0.11 -0.00 0.07 0.27 L FPT -0.42 0.35 0.42 0.22 - 0.86 -0.28 -0.05 0.34 0.22 R FPT -0.44 0.41 0.49 0.23 0.86 - -0.33 -0.06 0.33 0.26 R GIN 0.28 -0.33 -0.20 -0.11 -0.28 -0.33 - 0.01 -0.05 -0.02 MLD 0.11 -0.07 0.01 -0.00 -0.05 -0.06 0.01 - 0.12 0.04 TONI -0.55 0.35 0.31 0.07 0.34 0.33 -0.05 0.12 - 0.41 BT Attention Quotient -0.35 0.50 0.36 0.27 0.22 0.26 -0.02 0.04 0.41 Reported Difficulties WARP L DDT 42 - DDT_L_SD 1 2 3 4 5 6 7 * * * * * * * * * * * * * * * * * * * * * * * * * * * * 1 2 3 4 5 6 7 8 * * * * * * * * * * * * * * * * * * * * * * * * * * * * * 43 * * TONI.Quot BT.AttQuot * * * * * GIN_R MLD_SD FPT_L_SD FPT_R_SD DDT_R_SD DDT_L_SD No. of predictors BT.AttQuot GIN_R MLD_SD FPT_R_SD FPT_L_SD DDT_R_SD No. of predictors Reported Difficulties Criteria for adopting a CAPD test • Test is associated with variation in functional ability – High sensitivity (= ∆ 𝐹𝑢𝑛𝑐𝑡𝑖𝑜𝑛𝑎𝑙 𝑧−𝑠𝑐𝑜𝑟𝑒 ) ∆ 𝐶𝐴𝑃𝐷 𝑧−𝑠𝑐𝑜𝑟𝑒 – Deviant results common in clinical population – Attributes tested minimally shared with other tests in battery • Leads to a specific diagnosis, for which remediation exists, and remediation affects real life functional ability • Time taken is small • Test is minimally affected by attention, intelligence, motivation, working memory, and language ability • Known high reliability and critical differences • Associated with a known anatomical site and/or neural mechanism 44 Comparison of tests against criteria LiSN-S LC/SA Dichotic digits Sens: slope re functional 4 3 2 3 5 6 0 Sens: deviant results common 2 7 5 2 2 2 0 Uniqueness re other tests 3 6.5 2 2.5 0 12 0 0/10 4 0 0 0 0 0 5/15 3 3 16 3 5 25 Known high reliability and small critical differences 10 ? ? ? ? ? ? Known anatomical site and neural mechanism 0 1 0 0 0 0 5 Specific diagnosis leading to effective proven remediation Freq Patt Test GIN Digit span fwd Digit MLD span reverse Time taken Minimal effect of attention, working memory, intelligence, motivation, language ability 45 Diagnosis and intervention • Spatial processing disorder LiSN & Learn • Auditory working memory (digit span fwd and reverse) Memory booster or Cog Med • Any other disorder causing speech in noise difficulties dichotic digits Remote microphone hearing aids (Hornickel and Krauss), dichotic training (DIID or ARIA) 46 http://capd.nal.gov.au/ 47