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creating sound valueTM
Effectiveness of Early Intervention in
Improving Child Outcomes – current results
of a Longitudinal Population Study
Robert Cowan
Teresa YC Ching and the LOCHI Team
The HEARing Cooperative Research Centre, Australia
Depts of Otolaryngology & Audiology, The University of Melbourne, Australia
National Acoustic Laboratories, Sydney, Australia
www.hearingcrc.orgcreating sound valueTM
www.hearingcrc.org
creating sound valueTM T Ching, NAL, CRC HEAR
We gratefully acknowledge funding support from:
NIH/NIDCD Grant: R01DC008080
Commonwealth Government of Australia,
OHS, Department of Health, Australia; Australian Hearing,
NSW Department of Health, Australia;
Phonak Ltd, Oticon Foundation.
From left to right: Linda Cupples, Louise Martin, Paola Incerti, Megan Gilliver, Kirst Gardner-Berry, Vicky
Zhang, Sanna Hou, Vivienne Marnane, Teresa Ching, Miriam Gunnourie, Jessica Sjahalam-King,
Lauren Burns, Harvey Dillon, Julia Day, Laura Street, Patricia Van Buynder, Jessica Thompson,
Christopher Flynn. www.outcomes.nal.gov.au
creating sound valueTM
Background ~ Why LOCHI?
• Congenital hearing loss greatly reduces
children’s language, psychosocial skills,
academic attainment and life chances
(Thompson et al, 2001; Moeller et al, 2007; Nelson et al,
2008).
• UNHS aims to alleviate huge burden of
disability
• 2008 US Preventive Services Task Force
– “Moderate certainty that net benefit of screening
all newborn infants for hearing loss is moderate”
– Based on a single quasi-randomised trial
• Research on population outcomes scant
creating sound valueTM
Longitudinal
Outcomes of
Children with
Hearing
Impairment …
NSW
QLD
VIC
YOB: 2002 – 2007
Recruitment 2005-2007
No prospective study that directly compared outcomes of
early- and late-identified children on a population basis.
creating sound valueTM
Aims
• Does UNHS and early intervention improve
language outcomes, at a population level?
• What factors influence outcomes?
• Does early performance predict later
outcomes?
creating sound valueTM
Participants (n = 451)
T Ching, NAL, HEARing CRC
• Gender: 55% M
• Add disabilities: ~24%
• Aud Neuropathy: ~ 10%
• Parents with no hearing
impairment: ~78%
• English used at home:
~79%
• Maternal education
(university): ~33%
• Enrolled in educational
intervention: ~89%
• Oral communication mode:
~75%
creating sound valueTM
YOB: 2002 – 2007
New South Wales (NSW), Queensland (QLD) and
Victoria (VIC).
Age at fitting (months)
N
0 5 10 15 20 25 30 35 40 45
0
50
100
0 5 10 15 20 25 30 35 40 45
0 5 10 15 20 25 30 35 40 45
0
50
100
State: Vic
State: NSW State: Qld
Fit < 6 months: 53%
Participants
NSW
51%
QLD -
21%
VIC
28%
First fit < 6 months: 53 %
creating sound valueTM
Language and Communication Mode
English
81%
Arabic
7%
Auslan
4%
Italian
2%
Cantonese
1%
Vietnamese
1%
Spanish
1%
Greek
1%
Polish
1%
Persian
1%
Oral
75%
Manual
1%
Mixed
24%
Communication Mode
As used in home
creating sound valueTM
We measure outcomes as children grow, …
Evidence-Based Intervention
creating sound valueTM
We collect a range of information
Child
• Age at fitting
• Age at implantation
• Birthweight
• Gender
• Hearing thresholds
• HA – Prescription
• Use of device
• Additional disabilities
• Auditory neuropathy
• Aetiology
• Cognitive ability
Family
•Communication mode
• Involvement in
intervention
• Language used at home
• Maternal education
• Socio-economic status
Intervention
• Age at enrolment
• Communication mode
• Hours of intervention
• Parental involvement
creating sound valueTM
And measure children’s outcomes …
• Expressive
Communication
• Auditory
comprehension
• Receptive vocab.
• Expressive vocab.
Language
• Articulation
• Phonological dev
• Speech perception
• Spatial release
from masking
Speech
• Phonological
awareness
• Reading
• Spelling
• Math reasoning
Literacy &
numeracy
• Aural-oral function
in real life
• Pragmatics
• Mental health
• Quality of life
Psycho-
social dev.
• Educational
attainment
• Employment
Education &
employment
• Working memory
• Orthographic
learning
• Paired associate
learning
• Lexical access
Cognition
creating sound valueTM
Genetic testing
No changes in 200 of the 363 children tested (55%).
Changes with unknown consequences in 32 children (9%).
Henrik Dahl
creating sound valueTM
Hearing Device at 3 years
No CI One CI
(N=74)
Two Cis
(n=60)
No hearing aid 6 13 60
One hearing aid 22 61 -
Two hearing
aids
289 - -
creating sound valueTM
3-year Language and Speech Scores
Social and
motor dev
within normal
range
Vowel
production
within normal
range
Receptive
and
Expressive
Language
below 1 SD
Consonant
production
below 1SD
Receptive
vocabulary
within normal
range
Real-life
functional
performance
below 1 SD
creating sound valueTM
Summary, Yr 3 Data analysis revealed…
T Ching, NAL, Hearing CRC
Lesser hearing loss
Early age of implantation
Maternal education: university
Female
Additional disabilities
Low birth weight
Low scores shortly
after fitting
creating sound valueTM
At 5 Years,…..
No CI One CI Two CIs
No HA 12 14 93
One HA 20 56 -
Two HAs 272 - -
304 70 93
Hearing Devices at Age 5 Years
creating sound valueTM
Age 5 Test scores: 25th, 50th, 75th percentiles…
creating sound valueTM
Psychosocial skills Speech perception
creating sound valueTM
To analyse results,…
• Combine 20 test scores into a global language
score using factor analysis,
• Fit regression models separately for:
– Children using hearing aids
– Children using cochlear implants
creating sound valueTM
Forming a global score
Outcome Factor
loading
PLS language expression 0.92
CDI language comprehension 0.90
CDI expressive language 0.87
Peabody picture vocabulary 0.86
PLS auditory comprehension 0.85
DEAP vowel production 0.78
DEAP consonant production 0.73
PEACH 0.63
CDI social score 0.63
TEACH 0.53
creating sound valueTM
Distribution of Global Factor Scores
(3yr)
75
Global language outcome score
Normal-hearing
children
creating sound valueTM
Normal-hearing
children
84
Distribution of Global Language Scores
(5 yr) 90
65
creating sound valueTM
Global Language Scores
creating sound valueTM
Predictor Variables Assessed
• Age at first fitting
• Age at CI activation
• 4FA hearing loss
• Gender
• Birthweight
• Presence of additional disabilities
• Presence of auditory neuropathy
• Hearing aid prescription
• Non-verbal cognitive ability
• Maternal education
• Socio-economic status
• Communication mode in early intervention
creating sound valueTM
Children using Hearing Aids
creating sound valueTM
Predictor Significance (p) Impact
Age first fit (log) 0.003
4FA hearing loss <0.001 0.01 (-0.33,0.35)
Log Age first fit x 4FA 0.07 -0.12 (-0.25,0.01)
Cognitive ability/WNV <0.001 0.68 (0.57,0.78)
Gender 0.16 2.64 (-1.08, 6.36)
Birthweight 0.73 -0.43 (-2.86,2.0)
Other disability 0.04 -4.86 (-9.52,-0.19)
Maternal education (uni re school) <0.001
8.34 (3.53,13.16)
Socio-economic status (dec) 0.39 1.43 (-1.82,4.69)
Communication mode (other re oral) 0.007
-6.57 (-1.68,-0.46)
ANSD 0.59 2.10 (-5.51, 9.72)
HA prescription 0.64 -0.96 (04.96, 3.05)
Early PEACH
R2 = 0.69
Significant Predictors for 243
children with HA
Impact of category change. For continuous
variables, variation as per specification.
R2 = 0.74
p – value
0.11
0.002
0.06
<0.001
0.19
0.08
0.13
0.01
0.44
0.009
0.03
R2 = 0.77
creating sound valueTM
Effect of Hearing loss, for different age at fitting
-0.5 SD
-0.3 SD
creating sound valueTM
Effect of Age at Fitting, for different hearing loss
-0.3 SD
-0.3 SD
-0.3 SD
creating sound valueTM
Maternal Education
0.6 SD
creating sound valueTM
Communication Mode in Early Education
-0.5 SD
creating sound valueTM
Children using Cochlear Implants
creating sound valueTM
Predictor Significance
(p – value)
Impact
Age first switch on (log) 0.001
4FA hearing loss 0.60 -0.06 (-0.30,0.17)
Cognitive ability/WNV <0.001 0.53 (0.37,0.69)
Gender
(Female re male)
0.15
4.84 (-1.73, 11.42)
Birthweight 0.79 0.51 (-3.27,4.3)
Other disability <0.001 -19.1 (-28.39,-9.83)
Maternal education
(Dip re school)
(university re school)
0.20
4.64 (-4.33,13.61)
8.28 (0.76,17.32)
Socio-economic status (dec) 0.40 2.3 (-3.05, 7.65)
Communication mode in Edn.
(other re oral)
(changed or nil re oral)
0.04
-12.38 (-24.5,-0.31)
2.56 (-7.42,12.55)
R2 = 0.58
Significant Predictors for
114 children with CI
Impact of category change. For
continuous variables, variation as per
specification.
R2 = 0.70
creating sound valueTM
0.7 SD
0.37
SD
Age at Switch-On
0.25
SD
creating sound valueTM
Yr 5 Global Language Development …
Higher cognitive ability
Lesser hearing loss
Earlier age at HA fitting
Earlier age of implantation
Higher maternal education
Oral communication mode
Additional disabilities
creating sound valueTM
Phonological Awareness (n = 144)
Normal-hearing children
T Ching, NAL, HEARing CRC
creating sound valueTM
From early to later outcomes,
creating sound valueTM
B* = 0.45
Adj R2 = 0.19
P < 0.001
Early PEACH and 5-yr Language
creating sound valueTM
If early PEACH were the only predictor,
It accounted for
22% of total variance - HA
17% of total variance - CI
creating sound valueTM
From 3 to 5 years,
HA CI
What enabled some children to close the gap?
creating sound valueTM
Early age at hearing-aid fitting
Early age at cochlear implantation
Does UNHS Improve Outcomes?
creating sound valueTM T Ching, NAL, HEARing CRC
At 5 years of age, earlier fitting is
associated with better performance (n= 325)
creating sound valueTM
Hearing
loss
Language
skills
Speech
discrimination
ANSD
HA or
CI
Gender
Early
education
Age at fitting/
implantation
SES
Maternal
education/Family
Involvement
Language
input
Cognition
Literacy
Speech
production
and
perception
Psycho-
emotional
outcomes
Why does hearing loss affect language
development?
creating sound valueTM
• Early language ability was a significant predictor
of language at 5 years
• Early Functional performance in real life (PEACH)
was a significant predictor of language at 5 years.
Does Early Performance Predict
Outcomes at 5 years?
creating sound valueTM
www.outcomes.nal.gov.au
www.nal.gov.au
Teresa.Ching@nal.gov.au
For information
creating sound valueTM
• Streamline services to ensure early fitting and
implantation
• Investigate brain functioning and relation to
language development and cognition
• Monitor early outcomes to identify children
who may be “at-risk” of language impairment
– Early functional performance
– Objective evaluation of detection (+ discrimination)
• Devise evidence-based strategies for
intervention
Our Next 5 Years …
creating sound valueTM
• The child MEG system at Macquarie University is a custom sized whole-
head MEG system designed specifically for pre-school aged children.
It consists of 64 first-order sensors, developed in collaboration with the
Kanazawa Institute of Technology and the Yokogawa Electric Corp. We are
upgrading to 108 sensors in 2012.
‘How is Language Processed?”
Using MEG, we can observe which brain areas are active during language
processing and how these different brain areas interact.
creating sound valueTM
Activation of Brain for Tonal Languages
creating sound valueTM
Why Cortical Auditory Evoked Potential?
-CAEP testing is feasible using speech stimuli in HEARLab
- can be used for fitting of
hearing aids & BAHA, and
for fitting CIs
- can be used without sedation
by non-experts in standard
clinical setting
2
- CAEPs can be reliably generated in response to
sound stimuli, for adults and for infants/children
creating sound valueTM
SYDNEY
CLUSTER
MELBOURNE
CLUSTER
BRISBANE
CLUSTER
HEARing CRC Members
50
hear and
say centre
This research was financially supported by the HEARing CRC established and supported
under the Australian Government’s Cooperative Research Centres Program
www.hearingcrc.org

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Effectiveness of Early Intervention in Improving Child Outcomes – current results of a Longitudinal Population Study

  • 1. creating sound valueTM Effectiveness of Early Intervention in Improving Child Outcomes – current results of a Longitudinal Population Study Robert Cowan Teresa YC Ching and the LOCHI Team The HEARing Cooperative Research Centre, Australia Depts of Otolaryngology & Audiology, The University of Melbourne, Australia National Acoustic Laboratories, Sydney, Australia www.hearingcrc.orgcreating sound valueTM www.hearingcrc.org
  • 2. creating sound valueTM T Ching, NAL, CRC HEAR We gratefully acknowledge funding support from: NIH/NIDCD Grant: R01DC008080 Commonwealth Government of Australia, OHS, Department of Health, Australia; Australian Hearing, NSW Department of Health, Australia; Phonak Ltd, Oticon Foundation. From left to right: Linda Cupples, Louise Martin, Paola Incerti, Megan Gilliver, Kirst Gardner-Berry, Vicky Zhang, Sanna Hou, Vivienne Marnane, Teresa Ching, Miriam Gunnourie, Jessica Sjahalam-King, Lauren Burns, Harvey Dillon, Julia Day, Laura Street, Patricia Van Buynder, Jessica Thompson, Christopher Flynn. www.outcomes.nal.gov.au
  • 3. creating sound valueTM Background ~ Why LOCHI? • Congenital hearing loss greatly reduces children’s language, psychosocial skills, academic attainment and life chances (Thompson et al, 2001; Moeller et al, 2007; Nelson et al, 2008). • UNHS aims to alleviate huge burden of disability • 2008 US Preventive Services Task Force – “Moderate certainty that net benefit of screening all newborn infants for hearing loss is moderate” – Based on a single quasi-randomised trial • Research on population outcomes scant
  • 4. creating sound valueTM Longitudinal Outcomes of Children with Hearing Impairment … NSW QLD VIC YOB: 2002 – 2007 Recruitment 2005-2007 No prospective study that directly compared outcomes of early- and late-identified children on a population basis.
  • 5. creating sound valueTM Aims • Does UNHS and early intervention improve language outcomes, at a population level? • What factors influence outcomes? • Does early performance predict later outcomes?
  • 6. creating sound valueTM Participants (n = 451) T Ching, NAL, HEARing CRC • Gender: 55% M • Add disabilities: ~24% • Aud Neuropathy: ~ 10% • Parents with no hearing impairment: ~78% • English used at home: ~79% • Maternal education (university): ~33% • Enrolled in educational intervention: ~89% • Oral communication mode: ~75%
  • 7. creating sound valueTM YOB: 2002 – 2007 New South Wales (NSW), Queensland (QLD) and Victoria (VIC). Age at fitting (months) N 0 5 10 15 20 25 30 35 40 45 0 50 100 0 5 10 15 20 25 30 35 40 45 0 5 10 15 20 25 30 35 40 45 0 50 100 State: Vic State: NSW State: Qld Fit < 6 months: 53% Participants NSW 51% QLD - 21% VIC 28% First fit < 6 months: 53 %
  • 8. creating sound valueTM Language and Communication Mode English 81% Arabic 7% Auslan 4% Italian 2% Cantonese 1% Vietnamese 1% Spanish 1% Greek 1% Polish 1% Persian 1% Oral 75% Manual 1% Mixed 24% Communication Mode As used in home
  • 9. creating sound valueTM We measure outcomes as children grow, … Evidence-Based Intervention
  • 10. creating sound valueTM We collect a range of information Child • Age at fitting • Age at implantation • Birthweight • Gender • Hearing thresholds • HA – Prescription • Use of device • Additional disabilities • Auditory neuropathy • Aetiology • Cognitive ability Family •Communication mode • Involvement in intervention • Language used at home • Maternal education • Socio-economic status Intervention • Age at enrolment • Communication mode • Hours of intervention • Parental involvement
  • 11. creating sound valueTM And measure children’s outcomes … • Expressive Communication • Auditory comprehension • Receptive vocab. • Expressive vocab. Language • Articulation • Phonological dev • Speech perception • Spatial release from masking Speech • Phonological awareness • Reading • Spelling • Math reasoning Literacy & numeracy • Aural-oral function in real life • Pragmatics • Mental health • Quality of life Psycho- social dev. • Educational attainment • Employment Education & employment • Working memory • Orthographic learning • Paired associate learning • Lexical access Cognition
  • 12. creating sound valueTM Genetic testing No changes in 200 of the 363 children tested (55%). Changes with unknown consequences in 32 children (9%). Henrik Dahl
  • 13. creating sound valueTM Hearing Device at 3 years No CI One CI (N=74) Two Cis (n=60) No hearing aid 6 13 60 One hearing aid 22 61 - Two hearing aids 289 - -
  • 14. creating sound valueTM 3-year Language and Speech Scores Social and motor dev within normal range Vowel production within normal range Receptive and Expressive Language below 1 SD Consonant production below 1SD Receptive vocabulary within normal range Real-life functional performance below 1 SD
  • 15. creating sound valueTM Summary, Yr 3 Data analysis revealed… T Ching, NAL, Hearing CRC Lesser hearing loss Early age of implantation Maternal education: university Female Additional disabilities Low birth weight Low scores shortly after fitting
  • 16. creating sound valueTM At 5 Years,….. No CI One CI Two CIs No HA 12 14 93 One HA 20 56 - Two HAs 272 - - 304 70 93 Hearing Devices at Age 5 Years
  • 17. creating sound valueTM Age 5 Test scores: 25th, 50th, 75th percentiles…
  • 18. creating sound valueTM Psychosocial skills Speech perception
  • 19. creating sound valueTM To analyse results,… • Combine 20 test scores into a global language score using factor analysis, • Fit regression models separately for: – Children using hearing aids – Children using cochlear implants
  • 20. creating sound valueTM Forming a global score Outcome Factor loading PLS language expression 0.92 CDI language comprehension 0.90 CDI expressive language 0.87 Peabody picture vocabulary 0.86 PLS auditory comprehension 0.85 DEAP vowel production 0.78 DEAP consonant production 0.73 PEACH 0.63 CDI social score 0.63 TEACH 0.53
  • 21. creating sound valueTM Distribution of Global Factor Scores (3yr) 75 Global language outcome score Normal-hearing children
  • 22. creating sound valueTM Normal-hearing children 84 Distribution of Global Language Scores (5 yr) 90 65
  • 23. creating sound valueTM Global Language Scores
  • 24. creating sound valueTM Predictor Variables Assessed • Age at first fitting • Age at CI activation • 4FA hearing loss • Gender • Birthweight • Presence of additional disabilities • Presence of auditory neuropathy • Hearing aid prescription • Non-verbal cognitive ability • Maternal education • Socio-economic status • Communication mode in early intervention
  • 25. creating sound valueTM Children using Hearing Aids
  • 26. creating sound valueTM Predictor Significance (p) Impact Age first fit (log) 0.003 4FA hearing loss <0.001 0.01 (-0.33,0.35) Log Age first fit x 4FA 0.07 -0.12 (-0.25,0.01) Cognitive ability/WNV <0.001 0.68 (0.57,0.78) Gender 0.16 2.64 (-1.08, 6.36) Birthweight 0.73 -0.43 (-2.86,2.0) Other disability 0.04 -4.86 (-9.52,-0.19) Maternal education (uni re school) <0.001 8.34 (3.53,13.16) Socio-economic status (dec) 0.39 1.43 (-1.82,4.69) Communication mode (other re oral) 0.007 -6.57 (-1.68,-0.46) ANSD 0.59 2.10 (-5.51, 9.72) HA prescription 0.64 -0.96 (04.96, 3.05) Early PEACH R2 = 0.69 Significant Predictors for 243 children with HA Impact of category change. For continuous variables, variation as per specification. R2 = 0.74 p – value 0.11 0.002 0.06 <0.001 0.19 0.08 0.13 0.01 0.44 0.009 0.03 R2 = 0.77
  • 27. creating sound valueTM Effect of Hearing loss, for different age at fitting -0.5 SD -0.3 SD
  • 28. creating sound valueTM Effect of Age at Fitting, for different hearing loss -0.3 SD -0.3 SD -0.3 SD
  • 30. creating sound valueTM Communication Mode in Early Education -0.5 SD
  • 31. creating sound valueTM Children using Cochlear Implants
  • 32. creating sound valueTM Predictor Significance (p – value) Impact Age first switch on (log) 0.001 4FA hearing loss 0.60 -0.06 (-0.30,0.17) Cognitive ability/WNV <0.001 0.53 (0.37,0.69) Gender (Female re male) 0.15 4.84 (-1.73, 11.42) Birthweight 0.79 0.51 (-3.27,4.3) Other disability <0.001 -19.1 (-28.39,-9.83) Maternal education (Dip re school) (university re school) 0.20 4.64 (-4.33,13.61) 8.28 (0.76,17.32) Socio-economic status (dec) 0.40 2.3 (-3.05, 7.65) Communication mode in Edn. (other re oral) (changed or nil re oral) 0.04 -12.38 (-24.5,-0.31) 2.56 (-7.42,12.55) R2 = 0.58 Significant Predictors for 114 children with CI Impact of category change. For continuous variables, variation as per specification. R2 = 0.70
  • 33. creating sound valueTM 0.7 SD 0.37 SD Age at Switch-On 0.25 SD
  • 34. creating sound valueTM Yr 5 Global Language Development … Higher cognitive ability Lesser hearing loss Earlier age at HA fitting Earlier age of implantation Higher maternal education Oral communication mode Additional disabilities
  • 35. creating sound valueTM Phonological Awareness (n = 144) Normal-hearing children T Ching, NAL, HEARing CRC
  • 36. creating sound valueTM From early to later outcomes,
  • 37. creating sound valueTM B* = 0.45 Adj R2 = 0.19 P < 0.001 Early PEACH and 5-yr Language
  • 38. creating sound valueTM If early PEACH were the only predictor, It accounted for 22% of total variance - HA 17% of total variance - CI
  • 39. creating sound valueTM From 3 to 5 years, HA CI What enabled some children to close the gap?
  • 40. creating sound valueTM Early age at hearing-aid fitting Early age at cochlear implantation Does UNHS Improve Outcomes?
  • 41. creating sound valueTM T Ching, NAL, HEARing CRC At 5 years of age, earlier fitting is associated with better performance (n= 325)
  • 42. creating sound valueTM Hearing loss Language skills Speech discrimination ANSD HA or CI Gender Early education Age at fitting/ implantation SES Maternal education/Family Involvement Language input Cognition Literacy Speech production and perception Psycho- emotional outcomes Why does hearing loss affect language development?
  • 43. creating sound valueTM • Early language ability was a significant predictor of language at 5 years • Early Functional performance in real life (PEACH) was a significant predictor of language at 5 years. Does Early Performance Predict Outcomes at 5 years?
  • 45. creating sound valueTM • Streamline services to ensure early fitting and implantation • Investigate brain functioning and relation to language development and cognition • Monitor early outcomes to identify children who may be “at-risk” of language impairment – Early functional performance – Objective evaluation of detection (+ discrimination) • Devise evidence-based strategies for intervention Our Next 5 Years …
  • 46. creating sound valueTM • The child MEG system at Macquarie University is a custom sized whole- head MEG system designed specifically for pre-school aged children. It consists of 64 first-order sensors, developed in collaboration with the Kanazawa Institute of Technology and the Yokogawa Electric Corp. We are upgrading to 108 sensors in 2012. ‘How is Language Processed?” Using MEG, we can observe which brain areas are active during language processing and how these different brain areas interact.
  • 47. creating sound valueTM Activation of Brain for Tonal Languages
  • 48. creating sound valueTM Why Cortical Auditory Evoked Potential? -CAEP testing is feasible using speech stimuli in HEARLab - can be used for fitting of hearing aids & BAHA, and for fitting CIs - can be used without sedation by non-experts in standard clinical setting 2 - CAEPs can be reliably generated in response to sound stimuli, for adults and for infants/children
  • 49. creating sound valueTM SYDNEY CLUSTER MELBOURNE CLUSTER BRISBANE CLUSTER HEARing CRC Members 50 hear and say centre This research was financially supported by the HEARing CRC established and supported under the Australian Government’s Cooperative Research Centres Program www.hearingcrc.org