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For Peer Review
Speech Intelligibility and Psychosocial Functioning in Deaf
Children and Teens with Cochlear Implants
Journal:
Journal of Deaf Studies and Deaf Education
Manuscript ID
JDSDE-16-0128.R1
Manuscript Type:
Empirical Manuscript
Keywords:
cochlear implant, social functioning, speech production
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INTELLIGIBILITY AND PSYCHOSOCIAL FUNCTIONING 1
Speech Intelligibility and Psychosocial Functioning in Deaf Children and Teens with
Cochlear Implants
Abstract
Deaf children with cochlear implants (CIs) are at risk for psychosocial adjustment
problems, possibly due to delayed speech-language skills. This study investigated associations
between a core component of spoken-language ability—speech intelligibility—and the
psychosocial development of prelingually deaf CI users. Audio-transcription measures of speech
intelligibility and parent-reports of psychosocial behaviors were obtained for two age groups
(preschool, school-age/teen). CI users in both age groups scored more poorly than typically-
hearing peers on speech intelligibility and several psychosocial scales. Among preschool CI
users, five scales were correlated with speech intelligibility: functional communication, attention
problems, atypicality, withdrawal, and adaptability. These scales and four additional scales were
correlated with speech intelligibility among school-age/teen CI users: leadership, activities of
daily living, anxiety, and depression. Results suggest that speech intelligibility may be an
important contributing factor underlying several domains of psychosocial functioning in children
and teens with CIs, particularly involving socialization, communication, and emotional
adjustment.
Keywords: speech intelligibility, psychosocial behavior, cochlear implants
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INTELLIGIBILITY AND PSYCHOSOCIAL FUNCTIONING 2
Speech Intelligibility and Psychosocial Functioning in Deaf Children and Teens with
Cochlear Implants
The auditory input provided by a cochlear implant (CI) dramatically improves the speech
perception and spoken language skills of prelingually deaf children, especially when
implantation occurs at an early age (e.g., Geers & Nicholas, 2013; Geers, Nicholas, & Sedey,
2003; Nicholas & Geers, 2007; Svirsky, Chin, & Jester, 2007; Svirsky, Teoh, & Neuburger,
2004). Many young children with CIs are able to perceive and produce spoken language well
enough to attend mainstream schools and interact using spoken language with hearing peers,
family, and strangers. However, even with speech and language habilitation, many young CI
users still experience delays in language development, and enormous variability in speech,
language, and literacy outcomes is routinely reported at CI centers around the world (e.g., Geers,
2002; Geers & Hayes, 2011; Ertmer, 2007; Niparko et al., 2010; Pisoni et al., 2008; Sarant,
Blamey, Dowell, Clark, & Gibson, 2001; Svirsky et al., 2007).
One important speech-language outcome measure is speech intelligibility—how well the
deaf child’s speech is recognized by others. (Note that here, intelligibility reflects on the talker’s
speech production as measured by listeners’ correct recognition of the talker’s words. This
should not be confused with another common use of the term ‘intelligibility’ as referring to the
receptive skills of the listener to recognize other’s words. In the work discussed here, talkers are
intelligible if listeners recognize their words correctly.) Good speech intelligibility is often
viewed as an important benchmark of expressive speech-language development because it
requires all core components of speech perception, cognitive processing, linguistic knowledge,
and articulation to be mastered (Chin, Bergeson, & Phan, 2012; Chin & Svirsky, 2006; Ertmer,
2011; Monsen, 1978; Montag, AuBuchon, Pisoni, & Kronenberger, 2014). Furthermore, speech
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INTELLIGIBILITY AND PSYCHOSOCIAL FUNCTIONING 3
intelligibility has high face validity because it is instantly judged by any interlocutor without
reference to less apparent language components like vocabulary size, syntax, or comprehension
(Svirsky et al., 2007; Svirsky, Chin, Miyamoto, Sloan, & Caldwell, 2002). Thus, when speech
intelligibility is less than optimal, other areas of development, daily living, and social functioning
may be affected. Relations between speech intelligibility and several areas of psychosocial
adjustment in young CI users are the focus of the work presented here.
Background and Problem
Studies by Most and her colleagues have found links between speech intelligibility in
children with mild to profound hearing loss who use CIs or hearing aids and their loneliness,
sense of coherence, and social competence. Speech intelligibility also influences how peers and
teachers view the personalities, abilities, and intelligence of children with hearing loss (Most,
2007; Most, Ingber, & Heled-Ariam, 2012; Most, Weisel, & Lev-Matezky, 1996; Most, Weisel,
& Tur-Kaspa, 1999). Using teacher ratings, peer ratings, and self-reports, Most and colleagues
reported difficulties in these domains for children with hearing loss from kindergarten through
high school, with better psychosocial outcomes related to better ratings of speech intelligibility,
among other factors. Importantly, hearing peers’ attitudes about deaf children’s personal
qualities (e.g., likeability, intelligence, confidence, extroversion) were closely related to deaf
children’s speech intelligibility: as intelligibility improved, so did peers’ attitudes, particularly
those of peers with little experience with deaf speakers (Most et al., 1999). These findings
establish the importance of speech intelligibility as an integral link between linguistic and
psychosocial abilities.
Other studies have found similar links between intelligibility and psychosocial
functioning in children with hearing loss. Among children with hearing loss, those with better
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INTELLIGIBILITY AND PSYCHOSOCIAL FUNCTIONING 4
speech-language skills displayed better psychosocial adjustment on a variety of related
dimensions (Dammeyer, 2010) including social competence (Hoffman, Cejas, Quittner, & The
CDaCI Investigative Team, 2016; Hoffman, Quittner, & Cejas, 2015; Kronenberger, Ditmars,
Henning, Castellanos, & Pisoni, 2016; Wiefferink, Rieffe, Ketelaar, & Frijns, 2012), social
development and self-care (Leigh et al., 2015), socialization and social integration with hearing
peers (Bat-Chava & Deignan, 2001; Bat-Chava, Martin, & Kosciw, 2005; Stinson, Whitmore, &
Kluwin, 1996), social skills and self-esteem (Moog, Geers, Gustus, & Brenner, 2011), social
adjustment, self-image, and emotional adjustment (Polat, 2002), and social functioning and
behavioral problems (Barker et al., 2009; Netten et al., 2015).
In short, if a child’s speech articulation is difficult to understand, frustrated peers may
avoid social contact, and with less social interaction, the child has fewer opportunities to learn
appropriate social behaviors. In addition, because speech communication is essential to
friendship and peer interactions, a poorly-intelligible deaf child with few friends or poor-quality
social interactions may become lonely and experience other negative emotions that may impact
both psychological development and quality of life (Batten, Oakes, & Alexander, 2014; Most,
2007; Most et al., 2012; Xie, Potměšil, & Peters, 2014). Preventing such a situation is important
for children, but standardized assessment and appropriate clinical interventions for psychosocial
functioning are not always a central component of post-implant assessment and treatment
(Hoffman et al., 2016), despite the documented prevalence of psychosocial difficulties in deaf
children with and without CIs (for reviews, see Batten et al., 2014; Moeller, 2007; Stevenson,
Kreppner, Pimperton, Worsfold, & Kennedy, 2015; Xie et al., 2014).
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INTELLIGIBILITY AND PSYCHOSOCIAL FUNCTIONING 5
Rationale, Research Questions, and Hypotheses
The purpose of the two studies reported here was to investigate relations between speech
intelligibility and psychosocial-behavioral adjustment in early-implanted children and teens with
CIs. Understanding these relations is of critical importance for the treatment of children with CIs
because both speech intelligibility and psychosocial outcomes have been identified as at-risk
areas for CI users (Batten et al., 2014; Chin, Tsai, Gao, 2003; Hoffman et al., 2015; Geers &
Nicholas, 2013; Moeller, 2007; Netten et al., 2015; Stevenson et al., 2015; Svirsky, Sloan,
Caldwell, & Miyamoto, 2000; Xie et al., 2014). However, outcomes for treatment of speech
intelligibility remain highly variable, a consensus has not been reached regarding specific
psychosocial areas to target, and widespread behavioral intervention programs have yet to be
implemented with this clinical population (Batten et al., 2014; Chin et al., 2003; Dammeyer,
2010; Geers & Nicholas, 2013; Hoffman et al., 2016; Niparko et al., 2010; Peng, Spencer, &
Tomblin, 2004; Tobey, Geers, Sundarrajan, & Shin, 2011).
To help address these issues with an approach that is practical for both researchers and
clinicians, the present studies combined well-established, easily-administered, audio-
transcription measures of speech intelligibility—the Beginner’s Intelligibility Test (BIT;
Osberger, Robbins, Todd, & Riley, 1994) and McGarr Sentence Intelligibility Test (McGarr,
1981)—and parent-reported behavior problems and psychosocial adjustment—the Behavior
Assessment System for Children, Second Edition (BASC-2; Reynolds & Kamphaus, 2004).
Much of the previous work connecting these two domains has employed a variety of time- or
interpretation-intensive methods, such as parent interviews (e.g., Bat-Chava & Deignan, 2001),
holistic ratings of speech intelligibility (e.g., Dammeyer, 2010; Most et al., 1996; Most et al.,
2012), or observational evaluations of a specific set of psychosocial behaviors (e.g., Barker et al.,
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INTELLIGIBILITY AND PSYCHOSOCIAL FUNCTIONING 6
2009; Quittner, Leibach, & Marciel, 2004). The behavioral tests used here are simple to
administer, score, and interpret, providing objective scores of speech intelligibility performance
and several areas of psychosocial adjustment which can be easily collected by clinicians or
researchers multiple times throughout childhood and compared between populations of different
ages. We investigated three research questions using this methodology:
Research Question 1: How does the speech intelligibility and psychosocial functioning of
early-implanted CI users compare to typically-hearing (TH) peers?
Research Question 2: What are the relations between speech intelligibility and
psychosocial outcomes in CI users?
Research Question 3: Do relations between speech intelligibility and psychosocial
outcomes in CI users hold at both early (preschool) and later (school-age and
teen) ages?
Consistent with a large body of previous research, we hypothesized lower speech
intelligibility, on average, in the CI samples compared to the TH samples (Chin et al., 2003;
Peng et al., 2004; Svirsky, Sloan, et al., 2000; Tobey et al., 2011), but we also expected a subset
of CI users to show good speech intelligibility (Ertmer, 2007; Montag et al., 2014; Osberger et
al., 1994; Tobey, Geers, Brenner, Altuna, & Gabbert, 2003). Similarly, we hypothesized poorer
psychosocial functioning, on average, in the CI samples compared to the TH samples,
particularly on scales related to social, communicative, and executive functioning, in line with
previous work which has reported more difficulties among deaf and hard-of-hearing people than
TH peers in areas such as social and communicative competence (Hoffman et al., 2015; Hoffman
et al., 2016; Xie et al., 2014), emotional regulation and behavior problems (Barker et al., 2009;
Kronenberger et al., 2016; Netten et al., 2015; Stevenson et al., 2015; Wiefferink et al., 2012),
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INTELLIGIBILITY AND PSYCHOSOCIAL FUNCTIONING 7
and attention and other executive functions (Beer et al., 2014; Castellanos, Kronenberger, &
Pisoni, 2016; Kronenberger et al., 2016; Kronenberger & Pisoni, 2014; Quittner et al., 2004).
Regarding our second research question, we hypothesized a positive correlation between speech
intelligibility and psychosocial adjustment (Barker et al., 2009; Markides, 1989; Most, 2007;
Most et al., 2012). In order to address our third research question, we report results from two
samples of CI users and TH controls: in Study 1, we examined preschoolers’ BIT and BASC-2
scores from two consecutive years, and in Study 2, we examined McGarr and BASC-2 scores
from one time point for school-age children and teens.
Study 1: Preschool Children
This study sought to uncover relations between measures of speech intelligibility and
psychosocial-behavioral development collected at two annual testing times from pre-lingually
deaf preschool children with CIs and TH controls.
Method
Participants. The children included in this study were a subset of participants involved
in a larger longitudinal investigation of linguistic, behavioral, and neurocognitive development in
preschool children with cochlear implants (Beer et al., 2014; Kronenberger & Pisoni, 2014). CI
participants were recruited from patient populations receiving services at a large university
hospital-based CI clinic and the surrounding community. Children were recruited for the TH
control sample through advertisements in the same hospital and community.
The present cochlear implant sample (CI) consisted of 27 children with CIs who fit the
following criteria: (1) severe-to-profound bilateral hearing loss (>70 dB hearing loss at 500,
1000, and 2000 Hz in the better-hearing ear) identified prior to 6 months of age; (2) CI
implantation by age 3 years; (3) age at the time of first testing between 3;0 and 6;11 years; (4)
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INTELLIGIBILITY AND PSYCHOSOCIAL FUNCTIONING 8
consistent use of a multichannel CI with an up-to-date processing system ; (5) a primarily
English home environment; (6) enrollment in an aural rehabilitative program that encourages the
development of speaking and listening skills; (7) no additional developmental or cognitive
delays; (8) speech intelligibility and psychosocial behavior scores available from the first testing
session (Time 1) and/or the testing session the following year (Time 2). Of the total 27 CI users,
18 had speech intelligibility scores available from both testing times, 6 had scores from Time 1
only, and 3 had scores from Time 2 only, for a total of 24 CI users at Time 1 and 21 at Time 2.
Length of CI use at Time 1 ranged from six months to five years (M = 2.8, SD = 1.1 years).
The TH control sample consisted of 30 children with typical hearing (pure-tone average
in the normal range and no history of hearing aid use). They were also between ages 3;0 and 6;11
at time of first testing, reported no developmental or cognitive delays, resided in monolingual
English-speaking home environments, and had speech intelligibility scores available for Time 1
and/or Time 2. All 30 had speech intelligibility scores from Time 1, but only 27 had scores from
Time 2. Table 1 summarizes demographic and CI device information for the two samples with
means, standard deviations, and ranges. Demographic characteristics were comparable, with no
significant differences in mean age, nonverbal IQ, or family income between the CI and TH
samples (two-tailed Welch’s t tests, all p > .05). Nonverbal IQ was assessed by T-scores (M =
50, SD = 10) on the Differential Ability Scales II Picture Similarities subtest (Elliot, 2007); 84%
of CI users scored within one standard deviation of the age norm (i.e., scores of 40-60), and only
one scored below 40, while 37% of TH controls scored above 60 and none scored below 40.
Annual family income was coded on a 10-point scale; 38% of CI users were at the highest point
on the scale (>$95,000/year), and 33% were in the lower half of the scale (<$35,000/year), while
23% of TH controls were at the highest point and 10% in the lower half.
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[INSERT Table 1 ABOUT HERE]
Measures.
BIT. The Beginner’s Intelligibility Test (Osberger et al., 1994) is a sentence-imitation
task that was created for use with young children with hearing loss and that has been used
previously with deaf children with CIs (Castellanos et al., 2014; Chin et al., 2012; Chin et al.,
2003; Ertmer, 2007, 2011; Miyamoto et al., 1997; Osberger et al., 1994; Svirsky, Sloan et al.,
2000). The BIT consists of four lists of 10 simple sentences, each with 2-6 words familiar to
young children (e.g., “The bear sleeps. My airplane is small.”). One list is used per testing
session, during which the examiner reads a sentence aloud and the child repeats the sentence
aloud. In our study, the BIT was typically administered about halfway through a two-hour
session including frequent breaks between various linguistic, cognitive, and behavioral tests,
with parents observing in the same or an adjoining room. Examiners began with simple
instructions (e.g., “I’m going to read some sentences; I want you to listen and repeat them back
to me”) and prompted children between sentences as needed (e.g., “You say what I say.
Ready?”) BIT sessions were audio recorded in a quiet room directly to a solid-state digital
recorder using a table-top microphone set about 18 inches from the child’s mouth. The children’s
sentences were digitally extracted, RMS-normalized to minimize variations in loudness, and
stored for later playback, transcription, and scoring.
The intelligibility of each sentence was scored as the mean percentage of words correctly
identified via orthographic transcription by five or six naïve TH listeners. All listeners were
undergraduate native speakers of American English who reported no prior experience with deaf
speakers or CI users and who passed a hearing screening and transcription screening. They
received partial course credit or $10 for participation. Seated at a computer with sentences
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presented over high-quality headphones, listeners orthographically transcribed what they thought
the child said after each sentence. Each sentence transcription was scored in terms of the
percentage of correctly-identified words, and the child’s speech intelligibility score for the
testing session was calculated as the mean of all sentence scores across all listeners. Because
many children did not repeat every word of each modeled sentence, scores were calculated
against only the words that the child attempted to produce, not the complete modeled sentence
(Ertmer, 2007). For example, it is well known that young children may omit articles, auxiliaries,
or inflectional morphemes (e.g., plural –s, third-person singular –s, past tense –ed) during
preschool stages of linguistic development, in both everyday productions and in repetition tasks
(Slobin & Welsh, 1973), so that a modeled sentence like “The baby cries” may be repeated as
“Baby cries” or “Baby cry” (Chin & Ting 2008). While a broad definition of speech
intelligibility may consider every core ability necessary to complete an elicited repetition task
(e.g., perceiving and repeating all words and segments accurately), the definition of speech
intelligibility used in this paper is narrower, focusing only on audio playback transcription, i.e.,
the number of whole words correctly recognized out of those that were actually produced by the
child.
BASC-2. The Behavior Assessment System for Children, Second Edition (BASC-2)
(Reynolds & Kamphaus, 2004) is a well-established measure of age-normed psychosocial
behavior that has been used in previous studies of various clinical pediatric populations,
including deaf children with CIs (Castellanos et al., 2016; Hoffman et al., 2016; Kronenberger et
al., 2016). The BASC-2 consists of rating scales of behavior problems and adaptive skills in
young people age 2-21 years, with parent reports for those under 18, teacher reports for all ages,
and self-reports for those in later school-age and older. Only parent reports were used in the
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present studies. For each item, parents rate the child’s behavior over the last several months on a
0-3 scale (never, sometimes, often, almost always). Item scores are summed in categories that
form several Clinical Scales and several Adaptive Scales. Raw scores are then converted to T-
scores (M = 50, SD = 10) using age-based norms. For the Clinical Scales, T-scores above 60 are
considered “at-risk,” and scores above 70 are considered “clinically significant” problem areas.
For the Adaptive Scales, T-scores below 40 are considered “at-risk,” and scores below 30 are
considered “clinically significant.” Table 2 lists the BASC-2 scales on parent report forms for
each age group and key constructs covered by each. (Note that two scales do not appear on the
Preschool forms and were therefore only reported for the older children in Study 2.)
[INSERT Table 2 ABOUT HERE]
Procedure. Testing was conducted by licensed speech-language pathologists experienced
in testing deaf children with CIs
1
. Protocols were approved by the university’s institutional
review board, and children’s parents were consented prior to testing. During testing sessions,
parents reported demographic information (see Table 1) and completed checklists of their child’s
neurocognitive development and psychosocial behavior (including the BASC-2), while children
completed several performance tests of neurocognitive abilities and speech-language skills
(including the BIT). This report presents BIT and BASC-2 data for the first two annual visits in a
larger longitudinal study (Time 1, Time 2).
Data analysis. In order to address Research Question 1 (comparison of CI and TH
samples), BIT speech intelligibility scores and BASC-2 scale T-scores for the preschool CI and
TH samples were compared using Welch’s t tests, which do not assume equal variances between
samples. Pearson correlations were conducted within the CI sample in order to examine
1
Author contributions for both studies: all four authors contributed to study design and writing; the second and third
authors supervised data collection; the first author conducted analyses and initiated writing.
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influences of demographic or hearing history factors on speech intelligibility. Unless otherwise
indicated, t tests and correlations reported in both studies were one-tailed, following the majority
of literature on CI users which has found poorer developmental outcomes for CI users compared
to TH peers and for CI users with various demographic/hearing traits (lower IQs and incomes,
later ages of implantation, greater pre-implant hearing loss, less emphasis on oral
communication, etc.).
In order to address Research Question 2 (relations between speech intelligibility and
psychosocial outcomes), Pearson correlations were used to identify significant relationships
between BIT and BASC-2 scores. Correlations were calculated separately within each sample
(CI or TH) and within and between testing times (Time 1 or Time 2). Correlations between BIT
and BASC-2 scores at the same time (e.g., Time 1–Time 1) reflect concurrent relations.
Correlations at different times reflect predictive relations of speech intelligibility on later
psychosocial outcomes (BIT Time 1 on BASC-2 Time 2) or vice versa (BASC-2 Time 1
predicting BIT Time 2).
Results
Comparison of samples on speech intelligibility and psychosocial functioning.
Speech intelligibility (BIT). The preschool CI and TH samples differed significantly in
speech intelligibility at both testing times (Time 1: t(31.87) = -5.53, Time 2: t(21.59) = -3.76,
both p < 0.001). Table 3 summarizes the BIT scores for each sample (means, SDs, ranges). The
TH sample displayed high speech intelligibility at both testing times (well above 70%), whereas
the CI sample displayed much lower mean scores. Within the CI sample, six
hearing/demographic factors were reliably related to speech intelligibility. BIT speech
intelligibility at Time 1 was correlated with nonverbal IQ (r(21) = .50, p < .01), family income
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(r(20) = .49, p < .05), age of implantation (r(22) = .43, p < .05), and length of CI use at Time 1
(r(22) = .39, p < .05), but none of these factors predicted BIT at Time 2. BIT scores at both times
were better for CI users with a greater oral communication mode score (Time 1: r(19) = .52, p <
.05; Time 2: r(19) = .52, p < .01). BIT scores at Time 2 were better for CI users who had two CIs
at Time 1 (r(19) = .50, p < .05; note that four bilateral CI users did not have data for Time 2, and
three additional CI users received a second CI between Times 1 and 2). None of the other
demographic factors listed in Table 1 reliably predicted BIT scores, including those often
associated with speech-language outcomes (e.g., chronological age, length of CI use, age at onset
of deafness, residual hearing level), perhaps due to their low variability or uneven distributions in
the sample and their involvement in the inclusion criteria.
[INSERT Table 3 ABOUT HERE]
Within the preschool TH control sample, speech intelligibility scores were consistently
high across participants. Figure 1 displays mean BIT speech intelligibility scores for individual
preschoolers, with CI users (gray) overlaid on TH participants (white), rank-ordered within each
sample and testing time. The majority of the TH sample scored above 70% at Time 1 (left), and
all scored above 70% at Time 2 (right; 70% indicated with a reference line). In contrast, CI users
varied substantially in speech intelligibility, and individuals improved to differing degrees from
Time 1 to Time 2 (range = 1% to 75% increases).
[INSERT Figure 1 ABOUT HERE]
Psychosocial adjustment (BASC-2). Within each preschool sample, two-tailed Welch’s t
tests revealed no significant differences between mean BASC-2 scale T-scores at Time 1 versus
Time 2 (all p > .05), suggesting that psychosocial development proceeded at a pace comparable
to that of age norms between annual testing times. Therefore, T-scores from Time 1 and 2 were
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averaged for each participant before comparing BASC-2 patterns between samples and
subgroups. For the few participants who did not have BASC-2 scores at both testing times, the
single available T-score was used in place of a mean score. These cases included 3 CI
participants without Time 1 scores and 6 CI and 5 TH participants without Time 2 scores. Figure
2 displays the mean T-scores on each scale for the CI and TH samples, with shading to indicate
clinically “at-risk” ranges. While both samples had mean T-scores within the normal range (i.e.,
not “at risk”), the CI sample performed significantly more poorly on 8 of the BASC-2 scales (5
Clinical, 3 Adaptive): Hyperactivity (t(44.36) = 1.91, p < .05), Somatization (t(51.87) = 3.39, p <
.001), Attention Problems (t(51.04) = 3.16, p < .01), Atypicality (t(48.76) = 2.46, p < .01),
Withdrawal (t(53.91) = 1.89, p < .05), Adaptability (t(46.98) = -3.92, p < .001), Social Skills
(t(50.66) = -3.51, p < .001), and Functional Communication (t(40.28) = -6.38, p < .001, with
these significance levels indicated by stars in Figure 2).
[INSERT Figure 2 ABOUT HERE]
Relations between speech intelligibility and psychosocial outcomes. To assess the
links between speech intelligibility and psychosocial behaviors, Pearson correlations were
calculated between BIT and BASC-2 scores at both Time 1 and 2 without averaging across
testing times, in order to examine both concurrent and predictive relations. Table 4 lists the
correlations within the CI sample. BIT speech intelligibility scores had significant negative
correlations with three Clinical Scales and significant positive correlations with two Adaptive
Scales, indicating that better speech intelligibility was related to better (less clinical, more
adaptive) psychosocial behavior. BIT speech intelligibility scores at Time 1 were significantly
related to Atypicality and Adaptability at Time 1, Attention Problems, Atypicality, and
Withdrawal at Time 2, and Functional Communication at both Times 1 and 2. BIT scores at
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Time 2 were significantly related to Atypicality, Withdrawal, and Adaptability at Time 2 and
Functional Communication at both times. These scales had some of the most elevated scores for
CI users and were among those that differed significantly between the CI and TH samples (see
Figure 2). In contrast, for the TH sample, only Aggression at Time 2 was significantly related to
BIT (Time 1: r(24) = -.39, p < .05; Time 2: r(23) = -.47, p < .01).
[INSERT Table 4 ABOUT HERE]
Study 2: School-Age Children and Teens
Study 2 sought to replicate and extend the major findings of Study 1 using an older
population of long-term CI users and TH peers. The participants in this study were part of a large
project on long-term outcomes for CI users in our lab. As part of this project, earlier studies
reported on the speech intelligibility ( Montag et al., 2014) and psychosocial adjustment (
Castellanos et al., 2016) of long-term school-age and teen CI users and TH peers; the current
study investigated relations between the two domains for a subset of participants, the 51 CI users
and 47 TH controls who had scores available for both measures (McGarr Sentence Intelligibility
and BASC-2 parent reports).
Method
Methods were similar to those in Study 1. Differences between the studies are listed in
Table 5.
[INSERT Table 5 ABOUT HERE]
Participants. Participants were enrolled in a larger investigation of long-term outcomes
in CI users; the samples for this study were long-term CI users and TH peers age 7 to 20 years.
CI users were recruited from current patient populations, participants in previous studies at the
same university-hospital-based clinic as in Study 1, and via professionals and schools in contact
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with CI users. TH participants were recruited in the same local areas through flyers and emails
affiliated with the clinic and university. No participant was enrolled in both Study 1 and Study 2.
The cochlear implant sample (CI) consisted of 51 school-age children and teens with CIs
who fit the same inclusion criteria described for Study 1, with the following exceptions: onset of
deafness ranged up to 2 years of age, implantation occurred prior to age 7 years, CIs were used
for at least 7 years, and scores for speech intelligibility and psychosocial adjustment were
available from the single testing session. The TH control sample consisted of 47 participants
with typical hearing (assessed by basic audiometric screening) in the same age range and with
both types of scores available. Table 1 includes demographic and device information for these
two samples. Demographics for the CI sample were comparable with the TH sample (there were
no significant differences in age, nonverbal IQ, or family income via two-tailed Welch’s t tests,
all p > .05). Nonverbal IQ was assessed with Wechsler Abbreviated Scale of Intelligence Matrix
Reasoning subtest T-scores (M = 50, SD = 10); 25% of CI users scored above 60, 6% below 40,
while 28% of TH controls scored above 60 and none below 40. Family income was scored on the
same 10-point scale as in Study 1; 36% of CI users and 41% of TH controls had family incomes
at the highest two points (>$80,000/year), while 11% of CI users 41% of TH controls had
incomes in the lower half of the scale (<$35,000/year).
Between studies, the participants in Study 2 were older than those in Study 1 (t(130.34) =
-27.11, p < .001), but Study 1 and Study 2 participants did not differ in nonverbal IQ or family
income (two-tailed t tests, both p > .1). The CI users in Study 2 had used their CIs longer
(t(74.52) = -19.63, p < .001) and were implanted at older ages than the CI users in Study 1
(t(73.89) = -4.35, p < .001), but the CI samples did not differ statistically in age of onset of
deafness, communication mode, or hearing level (two-tailed, all p > .05).
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Measures.
McGarr sentences. The McGarr Sentence Intelligibility Test (McGarr, 1981) is similar to
the BIT and has been implemented with CI users in previous work (Dawson et al., 1995; Geers,
2002; Osberger, Maso, & Sam, 1993; Tobey et al., 2003, 2011; Tobey & Hasenstab, 1991).
Participants repeat 36 short sentences which are both printed on cards and modeled orally.
Because the McGarr sentences were printed, participants in Study 2 did not rely entirely on the
examiner’s oral model, and they were able to correctly repeat the sentences. Sentence
intelligibility was assessed using the same playback-transcription method as in Study 1, with
each CI participant transcribed by three naïve listeners and each TH participant by one naïve
listener. Using the conventional method of averaging across transcribers to calculate a speech
intelligibility score for each participant resulted in very high scores across both samples. All TH
participants scored above 89% (M = 96%, SD = 2.3%, range = 89%–99%), as did 70% of CI
users (M = 89%, SD = 10.2%, range = 44%–97%). Due to the small variance in these
distributions, a stricter method of calculating participant speech intelligibility was used in Study
2, which we call “perfect-sentence intelligibility”: the proportion of a participant’s sentences
which were perfectly transcribed by all listeners. This resulted in a wider range of scores which
enabled analyses without ceiling effects.
BASC-2. As in Study 1, BASC-2 parent-reports were used for the school-age children
and teens in this study. The forms for these age groups (Child: ages 6-11, Adolescent: ages 12-
21) include the same scales as the Preschool parent-report form (ages 2-5) used in Study 1, with
age-appropriate adjustments (e.g., on the Functional Communication scale, all forms reference
communicating clearly, but only the Preschool form includes reciting the alphabet, and only the
Adolescent form includes making presentations to a group). The Child and Adolescent forms
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also include two scales not used for preschoolers, Leadership and Conduct Problems, as noted in
Table 2.
Procedure. Procedures were the same as in Study 1. This report presents McGarr speech
intelligibility and BASC-2 parent-report data for a single testing session.
Data analysis. As in Study 1, in order to address Research Question 1 (comparison of CI
and TH), Welch’s t tests were used to compare the CI and TH samples on speech intelligibility
and psychosocial adjustment. For Research Question 2 (relations between speech intelligibility
and psychosocial adjustment), Pearson correlations were used to identify significant relations
between McGarr perfect-sentence scores and BASC-2 scales within each sample. Tests were
one-tailed unless otherwise indicated.
Results
Comparison of samples on speech intelligibility and psychosocial functioning.
Speech intelligibility (McGarr). Perfect-sentence speech intelligibility in the Study 2 TH
sample was high (M = 84%, SD = 6.4%, range = 69%–94%), indicating that the majority of
sentences were perfectly recognized by transcribers. Scores for the CI sample were lower and
more variable (M = 57%, SD = 19.3, range = 3%–81%). The difference between samples was
significant (t(61.82) = 9.39, p < .001). Within the CI sample, communication mode was
moderately correlated with McGarr perfect-sentence scores (r(49) = .60, p < .001); i.e., CI users
who relied more on oral skills had better speech intelligibility than those who also used sign.
None of the other hearing/demographic factors listed in Table 1 showed significant correlations
with McGarr perfect-sentence speech intelligibility. (However, for other analyses of
demographic factors in this population, see ( Montag et al., 2014).)
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Figure 3 displays the McGarr perfect-sentence speech intelligibility scores for individual
Study 2 participants, rank-ordered by score with CI users (gray) overlaid on TH participants
(white). Similar to Study 1 preschoolers, the Study 2 TH sample showed consistently high
speech intelligibility, but CI users varied substantially. Nearly all Study 2 TH participants scored
above 70% (indicated with a reference line in Figure 3), while only a third of CI participants
reached this level.
[INSERT Figure 3 ABOUT HERE]
Psychosocial adjustment (BASC-2). As previously noted, the CI and TH samples in
Study 2 were subsets of larger samples for which BASC-2 scores were previously reported (
Castellanos et al., 2016). In that report, the larger CI sample scored significantly more poorly
than the TH sample on every BASC-2 scale except Anxiety and Somatization (two-tailed t tests,
all p < .05). The same pattern was also found for the slightly smaller samples in the current
study. Figure 4 displays the mean T-scores on each scale for the Study 2 CI and TH samples,
with shading to indicate clinically “at-risk” ranges and stars to indicate the significance levels by
which the samples differed on each scale (one-tailed Welch’s t tests). Both samples had mean T-
scores within the normal range (i.e., not “at-risk”).
[INSERT Figure 4 ABOUT HERE]
Relations between speech intelligibility and psychosocial outcomes. Several
significant correlations were uncovered between McGarr perfect-sentence intelligibility scores
and BASC-2 psychosocial adjustment scales—9 in the CI sample and 7 in the TH sample, as
shown in Table 6. The significant negative correlations with Clinical Scales (Anxiety,
Depression, Withdrawal) and significant positive correlations with Adaptive Scales
(Adaptability, Activities of Daily Living, Functional Communication) indicate that better speech
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intelligibility was associated with more positive psychosocial adjustment in these samples. Five
scales showed significant correlations only within the CI sample (Anxiety, Withdrawal,
Adaptability, Leadership, Activities of Daily Living), three within only the TH sample
(Hyperactivity, Aggression, Conduct Problems), four within both samples (Depression, Attention
Problems, Atypicality, Functional Communication), and two within neither sample
(Somatization, Social Skills).
[INSERT Table 6 ABOUT HERE]
Discussion
These two studies revealed differences in speech intelligibility and psychosocial
functioning between children and teens with CIs and TH peers. Both studies also found relations
between speech intelligibility and several domains of psychosocial functioning in samples of CI
users at both preschool and later ages (school-age and teen).
Research Question 1: Comparison of Samples on Speech Intelligibility and Psychosocial
Functioning
Consistent with our hypotheses, CI users in both studies showed poorer speech
intelligibility and psychosocial adjustment than TH peers, but with considerable individual
variation in the CI samples, some CI users performed similarly to TH peers. Performance among
TH preschoolers in Study 1 reached about 70% using the traditional measure of average words
correctly transcribed, and all TH and CI participants improved from one testing year to the next,
as would be expected for this period of rapid phonological development. By school age, TH
performance using the same measure reached about 90%, prompting the implementation of the
stricter method of speech intelligibility scoring for Study 2. However, the patterns of
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performance as high across TH participants and variable across CI users remained within each
study regardless of the measure.
Study 1 preschool CI users showed poorer psychosocial adjustment than TH peers in
domains most closely related to communication and executive functioning but did not differ
from TH peers in other areas. In Study 2, the school-age/teen CI sample’s psychosocial
adjustment was close to the norm but significantly poorer than TH sample scores on all but two
scales. This may reflect difficulties in navigating the increased complexity of social interaction
and greater importance of peers in later childhood and teenage years. CI users may be at a
disadvantage in group interactions, for example, which pose especially difficult listening
environments for CI users, requiring greater concentration and increasing the likelihood of
missed social cues needed for learning complex social skills.
Research Questions 2 and 3: Relations between Speech Intelligibility and Psychosocial
Outcomes in Preschool and School-Age/Teen CI Users
Study 1 uncovered links between speech intelligibility at two testing time points and
psychosocial adjustment. Within the CI sample, five of the BASC-2 scales were correlated with
BIT speech intelligibility. Study 2 provided converging evidence in an older sample of long-term
CI users, who showed relations between McGarr perfect-sentence speech intelligibility and nine
BASC-2 scales, including all five scales that were related to speech intelligibility in the Study 1
preschool CI sample. The inclusion of four additional scales may reflect the cumulative effects
of poor speech intelligibility on psychological well-being and independent living skills in
children with CIs as they mature. These results establish the first links between audio-
transcription measures of speech intelligibility (BIT and McGarr sentences) and psychosocial
behaviors (BASC-2 parent-reports) in deaf children with CIs.
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Most of the BASC-2 scales that were related to speech intelligibility in one or both
studies (e.g., Functional Communication, Atypicality, Withdrawal, Adaptability, Activities of
Daily Living, Leadership, Attention Problems) involve a core component of social or
communication functioning, which would likely be influenced by speech intelligibility. For
example, the relations between speech intelligibility and the BASC-2 Functional Communication
scores in both studies are unsurprising, given that several questions on this scale deal specifically
with clarity of speech and effective information transmission. This scale also involves pragmatic
skills such as responding appropriately to questions, explaining game rules, and relating personal
narratives. Previous work has found delays in children with hearing loss in their mastery of
pragmatic skills such as maintaining a conversational topic or flow, turn-taking, responding as a
listener, and repairing misunderstandings (Jeanes, Nienhuys, & Rickards, 2000; Most, Shina-
August, & Meilijson, 2010; Tye-Murray, 2003). While hearing loss may contribute to missing
conversational cues, difficulties with speech intelligibility may cause misunderstandings and
disrupt conversational flow or narrative clarity. At preschool ages, for example, children with
more intelligible speech may have more efficient and effective communication with other
children, providing them with more shared experiences of communication, psychological, and
emotional functioning. These latter influences on shared psychological and emotional
experiences may accumulate over time, explaining some of the relations with emotional
functioning (e.g., anxiety and depression) found for long-term CI users in Study 2.
Atypicality was correlated with CI user speech intelligibility in both studies. Like the
Functional Communication scale, some items on the Atypicality scale may be impacted by
parents’ understanding of the child’s linguistic behavior (e.g., babbling to self, nonsensical
utterances), and items such as those regarding strange or confused behavior or apparent
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unawareness of others could reflect a breakdown in the speech-communication chain involving
either hearing or interactional components.
Attention problems were also correlated with CI user speech intelligibility in both
studies. Some items on the Attention Problems scale (e.g., regarding listening carefully or paying
attention when being addressed) may reflect difficulties with another link in the speech chain—
hearing and understanding elementary speech cues, which are sparsely encoded by CIs. Previous
studies have identified delays in executive functioning—including controlled attention—in
children and teens with CIs, and there is evidence that speech and language functioning deficits
are significant contributors to these delays (Figueras, Edwards, & Langdon, 2008; Kronenberger,
Pisoni, Henning, & Colson, 2013). Thus, a finding that speech intelligibility is related to
attention problems is consistent with that prior research, although prior research has focused
more on receptive language components rather than intelligibility.
Several BASC-2 scales reflecting social and communication functioning were correlated
with CI user speech intelligibility—Withdrawal and Adaptability in both studies and Activities
of Daily Living and Leadership in Study 2. Furthermore, some more emotionally-focused
BASC-2 scales (Anxiety, Depression) were related to speech intelligibility only in the older
sample examined in Study 2. It may be that at older ages, language skills and the social benefits
of language interactions have a broader impact on a wide range of psychosocial functions,
including emotional adjustment and independent living. There may also be a cumulative
developmental effect of poor speech intelligibility on emotional well-being that takes time to
develop and that becomes apparent only after higher levels of cognitive functioning are attained.
School ages and teenage years are developmental periods characterized by demands on
emotional coping skills and social competence with increased group social interaction and less
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support from parents and authorities compared to preschool ages. Thus, effective communication
relying on good speech intelligibility may be an important tool for acquiring social support and
for engaging in adaptive coping behaviors that promote emotional and social adjustment. In
addition, difficulties in these areas may be sources of anxiety and depression, particularly as
worries about fitting in and being accepted by peers become more salient during teenage years.
In Study 2, several BASC-2 scales were correlated with speech intelligibility within the
TH sample. Three of these scales also showed relations within the Study 2 CI sample
(Depression, Withdrawal, Functional Communication), but the three other scales did not show
relations among CI users in either study: Hyperactivity, Aggression, and Conduct Problems,
although Aggression was related to speech intelligibility among TH preschoolers in Study 1.
These three scales constitute an Externalizing Problems composite on the BASC-2 and measure
overactive, disruptive, intrusive, and rule-breaking behaviors.
Finally, two BASC-2 psychosocial adjustment scales did not correlate with speech
intelligibility in either study: Somatization and Social Skills. Somatization reflects broad
physical complaints extending well beyond hearing loss or communication delays related to
speech intelligibility. The lack of significant relations with social skills was unexpected given the
importance of intelligibility for social interaction. It could be that parents’ views of their
children’s attempts to be polite and helpful may include nonverbal cues and other behaviors
independent of good intelligibility; this scale and its components will be investigated more
closely in future research.
Implications and Clinical Relevance
The results of these two studies suggest that several areas of psychosocial development
are at elevated risk for young CI users who display poor speech intelligibility, whereas CI users
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with consistently good speech intelligibility over time, especially during preschool ages,
experience more positive psychosocial outcomes. Thus, it is clinically important that deaf
children with CIs who display poor speech intelligibility also be evaluated and monitored closely
for possible risk and problems in psychosocial development. The measures of speech
intelligibility and psychosocial adjustment used in these studies are relatively brief and
straightforward to administer and interpret, further enhancing the clinical utility of the present
results.
Because the relations identified in this study were correlational in nature, it is unknown if
improvements in speech intelligibility positively affect psychosocial behaviors, if better
psychosocial skills enable speech intelligibility improvement, or if the two develop together.
What is clear, however, is that difficulties in the two domains are related. Because speech
intelligibility is considered as an important outcome for CI users, it is often targeted in speech-
language therapy, but difficulties with psychosocial behaviors may not receive attention unless
they reach clinically-significant levels. Based on the current findings, additional attention to
psychosocial outcomes is warranted, and psychosocial adjustment should be a focus of
evaluation in children who display poor speech intelligibility after cochlear implantation.
Limitations and Future Directions
As with many studies of clinical populations, random sampling is difficult or impossible
to achieve, and multiple factors contribute to speech and language outcomes in CI users. By
design, the samples in these studies restricted the range of several such variables (age of onset of
deafness, age of implantation, residual hearing, etc.) to allow more straightforward comparisons
of factors that have not been investigated in the past. However, this may have resulted in smaller
sample sizes, especially in Study 1, which were further reduced over time as some participants
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failed to return each year. In addition, factors that were not evenly matched between samples or
studies may impact the results reported here (e.g., age at implantation, length of CI use,
nonverbal IQ, family income, communication mode, educational setting). Although age and
length of CI use were not correlated with the outcome measures, the ranges of these factors were
large and may be a concern for accurate tracking of development or improvement in both speech
intelligibility and psychosocial adjustment, especially given the large changes in social and
family relationships that occur between early childhood and teenage years. Future work on
speech intelligibility and psychosocial outcomes should use larger, more controlled, more
diverse samples to systematically evaluate factors that may affect those outcomes and to provide
statistical analyses with greater power.
The similarity of the patterns found among the two different age groups using different
measures of speech intelligibility supports the generalizability of the present results, but with
some limitations. Speech intelligibility was measured from audio recordings only, but many real-
life situations have the added benefit of visual speech information to enhance intelligibility, and
so CI users may fair better outside research/clinical settings. However, both CI and TH talkers
likely experience higher intelligibility in face-to-face communication (in which listener feedback
also aids in mutual comprehension), but the least intelligible CI users are likely to remain less
intelligible than their peers. Similarly, difficult listening environments (e.g. noisy restaurants,
phone conversations with strangers) negatively affect all talkers’ intelligibility, with the least
intelligible likely suffering most; these factors should be examined directly in future work. It is
also possible that differences in BIT and McGarr test administration (i.e., oral/pictoral vs.
oral/printed sentence presentation, short vs. varying in length and predictability) differentially
affected speech intelligibility scores between the two studies. Similarly, items that differ between
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BASC-2 forms for the different age groups may have an effect, albeit limited, given the use of
age-based T-score norms. Finally, because many parents observe and interact with their children
far more during preschool than older ages, parent reports may not fully capture aspects of
psychosocial behavior that manifest in school settings. For this reason, teacher reports of the
BASC-2 are often solicited during clinical evaluations (Reynolds & Kamphaus, 2004).
These studies support a clinical approach of incorporating assessment of psychosocial
adjustment into routine evaluation of deaf children with CIs, particularly when speech
intelligibility deficits are present. Future work is needed to design and investigate treatment
options to improve psychosocial adjustment, possibly through the use of speech-language
interventions. Intervention research involving speech intelligibility and psychosocial adjustment
will also provide better insight into the causal links between these critical outcomes.
Conflicts of Interest
No conflicts of interest are reported.
Funding
This work was supported by grants from the National Institutes of Health—National
Institute on Deafness and Other Communication Disorders [R01 DC009581, T32 DC00012].
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Tables
Table 1
Sample descriptions for Study 1 preschool and Study 2 school-age/teen participants.
Study 1
Study 2
Variable CI TH
CI TH
Total N 27 30
51 47
N at Time 1/Time 2 24/21 30/25
Sex (N; male/female) 15/12 16/14
27/24 21/26
Nonverbal IQ
a
at Time 1 53.9 (10.0)
(33–81)
59.7 (12.2)
(41–81)
54.9 (7.8)
(32–68)
55.2 (7.3)
(40–70)
Family income
b
at Time 1 6.8 (3.1)
(1–10)
7.2 (2.0)
(1–10)
7.4 (2.3)
(2–10)
7.7 (2.3)
(1–10)
Age at Time 1 (years) 4.3 (1.1)
(3.1–6.9)
4.2 (0.9)
(3.1–7.0)
13.2 (3.1)
(7.8–19.1)
13.0 (2.8)
(7.1–19.8)
Age at Time 2 (years) 5.2 (1.0)
(4.1–7.9)
5.1 (0.8)
(4.1–7.2)
Age change Time 1-2 (years) 1.0 (0.2)
(0.5–1.4)
1.0 (0.2)
(0.6–1.5)
Years of CI use at Time 1 2.8 (1.1)
(0.5–5.2)
10.8 (2.5)
(7.2–16.0)
Years of CI use at Time 2 3.8 (1.1)
(1.5–6.1)
Onset of deafness (months) 0.1 (0.4)
(0–2.0)
1.4 (5.0)
(0–24.0)
Age at implantation (months) 18.6 (7.6)
(8.0–36.6)
31.1 (17.6)
(8.3–75.8)
Best pre-implant PTA 101.3 (13.7)
(73.3–118.4)
106.9 (11.7)
(85.0–118.4)
Communication mode
c
4.9 (0.6)
(2–5)
4.7 (0.8)
(2–5)
Bilateral CI (N; Time 1/2) 19/20
23
CI model/processing strategy (N)
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CC Nucleus / ACE 23
37
CC Nucleus / SPEAK
5
ABC Clarion / HiRes 3
3
ABC Clarion / MPS
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ME Opus II / FSP 1
1
ME Opus II / CIS
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Note. Values are Means (SDs) above (ranges), unless otherwise indicated. PTA = pure tone average (dB hearing
loss); TC = Total Communication (speech + sign); CC = Cochlear Corporation; ACE = Advanced Combination
Encoder; SPEAK = Spectral Peak; ABC = Advanced Bionics Corporation; HiRes = High Resolution; MPS =
Multiple Pulsatile Stimulation; ME = Med-El Corporation; FSP = Fine Structure Processing; CIS = Continuous
Interleaved Sampling.
a
Nonverbal IQ in Study 1: T-score from the Differential Ability Scales, II Picture Similarities subtest (Elliot, 2007);
in Study 2: T-score from the Wechsler Abbreviated Scale of Intelligence Matrix Reasoning subtest.
b
Income is coded on a 1-10 scale (<$5,000/year to >$95,000/year).
c
Communication mode is coded on a 1-6 scale (mostly sign to auditory-oral) (Geers, 2002).
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Table 2
BASC-2 scales and constructs covered in parent report forms for each age group.
BASC-2 scale Age Important constructs covered
Clinical Scales
Hyperactivity P, C, A Self-control, impatience, fidgeting
Aggression P, C, A Bullying, temper, physical outbursts
Conduct Problems C, A Discipline problems
Anxiety P, C, A Worrying, fearfulness, perfectionism
Depression P, C, A Moodiness, negativity
Somatization P, C, A Illness, physical complaints
Attention Problems P, C, A Attention span, distractibility
Atypicality P, C, A Strange behavior, inappropriate emotions
Withdrawal P, C, A Shyness, social avoidance
Adaptive Scales
Adaptability P, C, A Adjusting to changes, recovering from setbacks
Social Skills P, C, A Politeness, helpfulness, encouraging others
Leadership C, A Decision-making, group participation
Activities of Daily Living P, C, A Daily routines, personal safety, cleanliness
Functional Communication
P, C, A Speaking clearly, communicating appropriately
Note. P = preschool (ages 2-5), C = child (ages 6-11), A = adolescent (ages 12-21).
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Table 3
BIT speech intelligibility scores (in %) for Study 1 preschool CI and TH samples.
Variable CI TH
N at Time 1/Time 2 24/21 30/25
BIT score at Time 1 50.7 (27.1)
(0.8–95.5)
84.1 (13.4)
(52.1–99.3)
BIT score at Time 2 67.7 (27.1)
(6.1–98.0)
90.4 (5.9)
(75.9–98.3)
Note. BIT scores are percent of words correctly transcribed, Means (SDs) above (ranges).
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Table 4
Correlations between BIT speech intelligibility and BASC-2 scale scores within the Study 1 preschool CI sample.
BIT T1 BIT T2
BASC-2 Scale
BASC T1
(N = 22)
BASC T2
(N = 20)
BASC T1
(N = 20)
BASC T2
(N = 19)
Clinical Scales
Hyperactivity -0.05
0.15
0.32
0.21
Aggression -0.25
-0.03
-0.07
0.23
Anxiety -0.07
-0.10
0.06
0.16
Depression -0.17
0.01
-0.09
0.18
Somatization -0.21
-0.03
-0.37
-0.16
Attention Problems -0.33
-0.50
* -0.01
-0.26
Atypicality -0.42
* -0.39
* -0.28
-0.65
**
Withdrawal -0.24
-0.40
* -0.14
-0.40
*
Adaptive Scales
Adaptability 0.36
* 0.34
0.37
0.43
*
Social Skills 0.22
0.21
0.21
0.17
Activities of Daily Living -0.32
-0.09
-0.20
-0.12
Functional Communication 0.72
***
0.76
***
0.51
* 0.67
**
* p < .05. ** p < .01. *** p < .001.
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Table 5
Comparison of methods used in Study 1 and Study 2.
Method Study 1 Study 2
Participant age range Preschool (age 3-6) School-age/Teen (age 7-20)
Data set origin Longitudinal project on early-
implanted CI users and peers
Project on long-term CI users
and peers
Testing schedule Tested annually; data
available for first 2 years
Tested once
Intelligibility test BIT: 10 sentences repeated
after live-voice model
McGarr: 36 sentences read and
repeated after live-voice model
Intelligibility scoring
Traditional: Percentage of
words correctly transcribed,
averaged across listeners
Perfect-sentence: Percentage of
sentences perfectly transcribed
by all listeners
Psychosocial test BASC-2 parent report for
preschoolers
BASC-2 parent reports for
children or teens (including 2
scales not used for preschoolers)
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Table 6
Correlations between McGarr perfect-sentence intelligibility and BASC-2 scale scores within each Study 2 school-
age/teen sample.
BASC-2 Scale CI (N=51) TH (N=47)
Clinical Scales
Hyperactivity -0.18
-0.40
**
Aggression -0.20
-0.32
*
Conduct Problems -0.03
-0.31
*
Anxiety -0.29
* 0.08
Depression -0.36
** -0.29
*
Somatization -0.17
0.23
Attention Problems -0.34
** -0.26
*
Atypicality -0.32
*
-0.52
***
Withdrawal -0.40
** 0.02
Adaptive Scales
Adaptability 0.26
* 0.13
Social Skills 0.20
0.07
Leadership 0.38
**
0.03
Activities of Daily Living 0.37
** 0.23
Functional Communication 0.57
*** 0.35
**
* p < .05. ** p < .01. *** p < .001.
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Individual BIT speech intelligibility scores, Time 1 (left), Time 2 (right), Study 1 CI users (gray) overlaid on
TH preschoolers (white). Reference line at 70% indicates good performance.
Figure 1
203x76mm (300 x 300 DPI)
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Mean BASC-2 scores by scale, averaged across Times 1 and 2, Study 1 preschool CI and TH samples.
Asterisks indicate scales that differ significantly between samples (* p < .05, ** p < .01, *** p <.001, one-
tailed Welch’s t tests).
Figure 2
209x100mm (300 x 300 DPI)
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Individual McGarr speech intelligibility scores, Study 2 CI users (gray) overlaid on TH participants (white).
Reference line at 70% indicates good performance.
Figure 3
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Mean BASC-2 scores by scale, Study 2 CI and TH samples. Asterisks indicate scales that differ significantly
between samples (* p < .05, ** p < .01, *** p <.001, one-tailed Welch’s t tests).
Figure 4
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