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7232019 Takagaki 2014
httpslidepdfcomreaderfulltakagaki-2014 14
Brief report
Behavioral characteristics of subthreshold depression
Koki Takagaki an Yasumasa Okamoto a Ran Jinnin ab Asako Mori a Yoshiko Nishiyama aTakanao Yamamura a Yoshitake Takebayashi c Akiko Ogata d Yuri Okamoto bYoshie Miyake b Haruki Shimoda e Norito Kawakami e Shigeto Yamawaki a
a Department of Psychiatry and Neurosciences Hiroshima University 1-2-3 Kasumi Minami-ku Hiroshima 734-8551 Japanb Health Service Center Hiroshima University Japanc Graduate school of Integrated Arts and Sciences Hiroshima University Japand Department of Psychology Hiroshima University Japane Department of Mental Health The University of Tokyo Japan
a r t i c l e i n f o
Article history
Received 27 June 2014
Accepted 8 July 2014Available online 23 July 2014
Keywords
Depression
Subthreshold depression
Behavioral characteristics
a b s t r a c t
Background This study examines differences in behavioral characteristics among individuals who are
not depressed and individuals with subthreshold depression and depression
Methods We conducted structured interviews with 111 undergraduate students who also completed
self-report scales The participants were divided into a non-depression group a subthreshold depression
group and a depression group based on results of the structured interview and the BDI-II
Results There were signi1047297cant differences in avoidance between depression group and other two
groups Also for the environmental rewards there were signi1047297cant difference between the non-
depressed group and the other two groups
Limitations The sample of depressed participants was small The overall sample consisted only under-
graduate students
Conclusions This study reported that there are different behavioral characteristics among non-depres-
sion subthreshold depression and depression groups Whereas depression group is characterized by
high frequency of avoidance and low environmental rewards subthreshold depression group is
characterized by only low environmental rewardsamp 2014 Elsevier BV All rights reserved
1 Introduction
It has been reported that the 12-month prevalence of depres-
sion in Japan was 29 (Kawakami et al 2005) Moreover in recent
years subthreshold depression has received considerable atten-
tion (Bertha and Balazs 2013) Subthreshold depression is de1047297ned
as clinically signi1047297cant depressive symptoms that do not meet
diagnostic criteria for Major Depressive Disorder (MDD Pincus
et al 1999) Subthreshold depression is known to be a risk factorfor depression (Bertha and Balazs 2013) The incidence of MDD in
people with subthreshold depression is higher than in people
without subthreshold depression (Cuijpers and Smit 2004) There-
fore there is a need to investigate subthreshood depression in
addition to investigating depression
Ferster (1973) suggested that many activities of depressed indi-
viduals are characterized by avoidance of aversive life experiences
and a concomitant reduced frequency of positively reinforced beha-
viors It has been demonstrated that clients react to depressed
feelings with avoidance behaviors (Kanter et al 2010) Moreover
several studies have reported that depressive people responded
poorly to reward conditions (Henriques and Davidson 2000) It has
been suggested that depression is characterized by impairments in
reinforcements processing and that depressed patients are less able
to modulate their behavior in response to reinforcements (Eshel and
Roiser 2010) As a result depressed individuals have an increasedfrequency of avoidance as well as a decrease in the degree of positive
reinforcements compared to healthy people However no study to
date has investigated the behavioral characteristics related to sub-
threshold depression
The possibility of signi1047297cant differences in the degrees of avoidance
and positive reinforcement between subthreshold depression and
depression suggest the need to use difference behavioral interventions
for depression and subthreshold depression Therefore the purpose of
this study was to compare differences in behavioral characteri-
stics between individuals with subthreshold depression and non-
depressed and depressed individuals
Contents lists available at ScienceDirect
journal homepage wwwelseviercomlocatejad
Journal of Affective Disorders
httpdxdoiorg101016jjad201407018
0165-0327amp 2014 Elsevier BV All rights reserved
n Corresponding author Tel thorn81 82 257 5208 fax thorn81 82 257 5209
E-mail address kokitakagakigmailcom (K Takagaki)
Journal of Affective Disorders 168 (2014) 472ndash475
7232019 Takagaki 2014
httpslidepdfcomreaderfulltakagaki-2014 24
2 Methods
21 Participants
We screened 2308 freshmen BDI-II before entered Hiroshima
University Recruitment took place through email on a public
information sharing center We contacted students who had BDI-II
scores greater than or equal to 10 by email After providing informed
consent the participants were 111 (48 women 63 men) Japaneseundergraduate students Their mean age was 1876 yr (SDfrac14 66)
22 Measures
221 The Japanese version of the behavioral activation for
depression scale (BADS Takagaki et al 2013)
The original BADS was developed by Kanter et al (2007) and
consisted of 25 items that are rated on a 7-point scale (0 Not at all
to 6 Completely) The BADS consists of four subscales The
Activation subscale (BADS-AC) measures goal-directed activation
and the completion of scheduled activities The AvoidanceRumi-
nation subscale (BADS-AR) measures the avoidance of a negative
aversive state and engaging in rumination rather than active
problem solving The WorkSchool Impairment subscale (BADS-WS) measures the consequences of inactivity and passivity on
work and school responsibilities The Social Impairment (BADS-SI)
subscale measures similar social consequences and social isolation
Takagaki et al (2013) developed and demonstrated the reliability
and validity of the Japanese version of the BADS
222 The Japanese version of the environmental reward observation
scale (EROS Kunisato et al 2011)
The original EROS was developed by Armento and Hopko
(2007) The EROS consists of 10 items that are scored on a 4-
point scale (1 Strongly disagree to 4 Strongly agree) and is used
to measure the exposure to environmental rewards deemed
essential for increasing response-contingent positive reinforce-
ment Kunisato et al (2011) developed the Japanese version theEROS and reported the reliability and validity of this scale
223 The Japanese version of the beck depression inventory 2nd
version (BDI-II Kojima and Furukawa 2003)
The original BDI-II was developed by Beck et al (1996) This
scale consists of 21 self-report items that are scored on a 4-point
scale and is used to measure depressive symptoms Kojima and
Furukawa (2003) developed the Japanese version of the BDI-II and
demonstrated the reliability and validity of the BDI-II
224 Composite international diagnostic interview (CIDI Kessler
and Ustun 2004)
The CIDI is a widely used structured interview for assessing
mental disorders We used the computerized version (Kessler andUstun 2004) Also each participant was assessed for their lifetime
history of MDD and Bipolar Disorder (BD) We used the Japanese
version of the CIDI (Kawakami et al 2005)
23 Procedure
Approval for the study was obtained from the ethics committee
of Hiroshima University Recruitment took place through email on
a public information sharing center After obtaining informed
consent a trained interviewer conducted a telephone structured
interview (CIDI) with each participant We sent self-report scales
to 113 participants through the Internet The 111 participants
completed self-report scales through the Internet The collection
rate of self-report scales was 9823 in this study Nobody met
diagnostic criteria for BD in this study Individuals who did not
meet criteria for MDD in their lifetime history and who had BDI-II
scores lower than 13 were allocated to the non-depressed group
Individuals who did not meet criteria for MDD in their lifetime
history and who had BDI-II scores greater than or equal to 14 were
allocated to the subthreshold depression group Individuals who
met diagnostic criteria for MDD in their lifetime history and who
had BDI-II scores greater than or equal to 14 were allocated to the
depression group Also we excluded individuals who met diag-nostic criteria for MDD in their lifetime history and who had BDI-II
scores lower than 13
24 Statistical analysis
First we reported the descriptive data Second ANOVAs were
conducted for the behavioral characteristics data to examine
differences among the three groups
3 Results
31 Descriptive data for the non-depressed group subthreshold
depression group and depression group
Based upon the telephone structured interview and the BDI-II
the participants were classi1047297ed into groups 50 participants in the
non-depressed group (BDI-IIfrac14748) 41 in the subthreshold
depression group (BDI-IIfrac141798) 11 in the depression group
(BDI-IIfrac142118) 9 in the exclusion criteria (BDI-IIfrac14756) The mean
scores on the measures are shown in Table 1 We examined
whether there are signi1047297cant differences of age and gender
balance among three groups The reported that there were no
signi1047297cant difference of age and gender balance among three
groups
32 Differences of behavioral factors among the three groups
Table 1 shows the mean scores and signi1047297cant differencesbetween the groups One-way ANOVAs yielded signi1047297cant differ-
ences among the non-depressed group the subthreshold depres-
sion group and the depression group for scores on the BADS-Total
[F (2 99)frac141264 po 01]BADS-AR [F (2 99)frac141069 po 01]
Table 1
Descriptive data among three groups
Non-depression
Group
Subthreshold
Depression
Group
Depression
Group
N = 50 N = 41 N = 11
Femalemale 1931 1625 83
Mean Age 1880 (67) 1871 (64) 1882 (87)
BDI-II 748 (329) 1798 (497) 2118 (767)
BADS-Total 9954 (1633) a 8885 (1856) b 7146 (2011) c
BADS-AC 1530 (878) 1334 (890) 1146 (664)
BADS-AR 1318 (768) a 1720 (799) a 2500 (891) b
BADS -SI 386 (454) a 559 (499) a 1073 (725) b
BADS-WS 6 72 (4 42 ) a 971 (534) b 1227 (543) b
EROS 2588 (440) a 2200 (471) b 2046 (508) b
Note Values in parentheses represent standard deviation
There are signi1047297cant difference between different shoulder alphabet(a b c)
( po 05)
BDI-II Beck Depression Inventory ndashII
BADS-Total Behavioral Activation for Depression Scale-Total scores
BADS-AC Behavioral Activation for Depression Scale-Activation
BADS-AR Behavioral Activation for Depression Scale-Avoidance Rumination
BADS-SI Behavioral Activation for Depression Scale-Social Impairment BADS-WS
Behavioral Activation for Depression Scale-WorkSchool Impairment
EROS Environmental Reward Observation Scale
K Takagaki et al Journal of Affective Disorders 168 (2014) 472ndash475 473
7232019 Takagaki 2014
httpslidepdfcomreaderfulltakagaki-2014 34
BADS-SI[F (2 99)frac14842 po 01] BADS-WS [F (2 99)frac14776
po 01] and EROS [F (2 99)frac141097 po 01] We next conducted
multiple comparisons for each scales The results yielded signi1047297-
cant differences among the three groups for BADS-Total There
were signi1047297cant differences between the depression group and the
other two groups in BADS-AR and BADS-SI There were signi1047297cant
differences between the non-depressed group and the other two
groups in the BADS-WS and the EROS A one-way ANOVA yielded
no signi1047297cant difference among the three groups for the BADS-AC[F (2 99)frac14115 pfrac14 32]
4 Discussion
The current study investigated the behavioral characteristics of
people with subthreshold depression The higher scores of the
BADS-Total represented increased activation (Kanter et al 2007)
Based upon these 1047297ndings for the BADS-Total BADS-AR BADS-AC
and EROS the behavioral characteristics of the subthreshold
depression group in this study were more active compared to
the depression group Also the subthreshold depression group
was also characterized by receiving less rewards from the envir-
onment they had dysfunctions in their college life Decreased
response-contingent positive reinforcement can provide a suf 1047297-
cient explanation of depression (Dimidjian et al 2011) Adolescent
with a current depressive disorder were less reward seeking than
adolescents without a psychopathology (Rawal et al 2013)
Therefore the subthreshold depression group was characterized
by hyposensitivity to rewards Moreover Behavioral characteristics
of subthreshold depression group became of less avoidant beha-
viors compared with depression group
Findings of this study indicated that behavioral characteristics
of the depression group were characterized by a lack of increased
activation Moreover the depression group was characterized by a
high frequency of avoidance and obtaining fewer rewards from the
environment Furthermore the results of BADS-SI and BADS-WS
indicated that the depression group had dysfunctions in social
situations and college life Avoidance contributes to the onset and
maintenance of depression (Manos et al 2010 Trew 2011) and it
is a risk factor for depression (Ottenbreit and Dobson 2008) The
highest avoidance score of the depression group in this study was
similar to that of a previous study (Ottenbreit and Dobson 2008)
The low level of environmental rewards experienced by depressed
students indicated that these students were not exposed to
environmental rewards
Behavioral activation is an empirically supported intervention
for depression (Sturmey 20 09) The goal of behavioral activation is
to increase activated behaviors while decreasing avoidant beha-
viors as well as restoring an environment characterized by diverse
and stable sources of positive reinforcement (Manos et al 2010)
Because depressed people have a high frequency of avoidance and
low environmental rewards it is necessary to increase theiractivated behavior while decreasing avoidance and thereby
increase their access to positively reinforcing events On the other
hand the results of this study indicated that the main behavioral
characteristic of subthreshold depression group is the low fre-
quency of environmental rewards Therefore primary target in
interventions for subthreshold depression is increasing access to
positively reinforcing events and activities which is similar to
initial behavioral activation (Lewinsohn et al 1978)
It is important to point out two limitations of the present study
The number of participants in the depression group was small
Next the participants consisted of only undergraduate students In
order to generalize the results to the general population it would
be important to replicate this study using a larger and a more
diverse sample of participants Despite the above limitations
however the results of this study are important in that they
identi1047297ed differences in behavioral characteristics between indi-
viduals suffering from depression and subthreshold depression
People with subthreshold depression have different behavioral
characteristics from non-depressed and depression people People
with depression are characterized by a high frequency of avoid-
ance and low access to environmental rewards whereas those
with subthreshold depression are characterized only by low
accesses to environmental rewards We hypothesized that increas-ing access to positively reinforcing events and activities similar to
initial behavioral activation (Lewinsohn et al 1978) would be the
primary aim of interventions for people with subthreshold depres-
sion However the effectiveness of such interventions for indivi-
duals with subthreshold depression was not examined in this
study It is suggested that future studies should investigate
whether interventions aimed at increasing access to positively
reinforcing events and activities would be an effective intervention
for people with subthreshold depression
Role of funding source
This research was supported by the Grant-in-Aid for Scienti1047297c Research on
Innovative Areas by the Ministry of Education Culture Sports Science and
Technology of Japan and the Strategic Research Program for Brain Sciences by theMinistry of Education Culture Sports Science and Technology of Japan
Con1047298ict of interest
All authors report no potential con1047298icts of interest
Acknowledgments
None
References
Armento ME Hopko DR 2007 The Environmental Reward Observation Scale(EROS) development validity and reliability Behav Ther 38 107ndash119
Beck AT Steer RA Brown GK 1996 Beck Depression Inventory Manual 2nd
ed The Psychological Corp San Antonio TexasBertha EA Balazs J 2013 Subthreshold depression in adolescence a systematic
review Eur Child Adolesc Psychiatry 22 589ndash603Cuijpers P Smit F 2004 Subthreshold depression as a risk indicator for major
depressive disorder a systematic review of prospective studies Acta PsychiatrScand 109 325ndash331
Dimidjian S Barrera Jr M Martell C Munoz RF Lewinsohn PM 2011 Theorigins and current status of behavioral activation treatment for depressionAnnu Rev Clin Psychol 7 1ndash38
Eshel N Roiser JP 2010 Reward and punishment processing in depression BiolPsychiatry 68 118ndash124
Ferster CB 1973 A functional analysis of depression Am Psychol 28 857 ndash870Henriques JB Davidson RJ 2000 Decreased responsiveness to reward in
depression Cognit Emot 14 711ndash724Kanter JW Mulick PS Busch AM Berlin KS Martell CR 2007 The Behavioral
Activation for Depression Scale (BADS) psychometric properties and factorstructure J Psychopathol Behav Assess 29 191ndash202
Kanter JW Manos RC Bowe WM Baruch DE Busch AM Rusch LC 2010
What is behavioral activation A review of the empirical literature ClinPsychol Rev 30 608ndash620Kawakami N Takeshima T Ono Y Uda H Hata Y Nakane Y Nakane H Iwata N
Furukawa TA Kikkawa T 2005 Twelve-month prevalence severity and treat-ment of common mental disorders in communities in Japan preliminary 1047297ndingfrom the World Mental Health Japan Survey 2002ndash2003 Psychiatry Clin Neurosci59 441ndash452
Kessler RG Ustun TB 2004 The World Mental Health (WMH) survey initiativeversion of the World Health Organization (WHO) Composite InternationalDiagnostic Interview (CIDI) Int J Methods Psychiatr Res 13 93ndash121
Kojima M Furukawa T 2003 Japanese Version of the Beck Depression Inventory2nd ed Nippon-Hyoron-sha Co Tokyo
Kunisato Y Takagaki K Okajima I Nakajima S Ishikawa S Kanai Y Okamoto YSakano Y Yamawaki S 2011 Development of Japanese version of EnvironmentalReward Observation Scale (EROS) Jpn J Behav Ther 37 21ndash31
Lewinsohn PM Muntildeoz RF Youngren MA Zeiss AM 1978 Control YourDepression Prentice Hall Press New York
Manos RC Kanter JW Busch AM 2010 A critical review of assessmentstrategies to measure the behavioral activation model of depression Clin
Psychol Rev 30 547ndash
561
K Takagaki et al Journal of Affective Disorders 168 (2014) 472ndash475474
7232019 Takagaki 2014
httpslidepdfcomreaderfulltakagaki-2014 44
Ottenbreit ND Dobson KS 2008 Avoidance In Dobson KS Dozois DJA(Eds) Risk Factors in Depression Academic Press London pp 447ndash470
Pincus HA Davis WW McQueen LE 1999 Subthreshold mental disorders areview and synthesis of studies on minor depression and other brand namesBr J Psychiatry 174 288ndash296
Rawal A Collishaw S Thapar A Rice F 2013 The risk of playing it safe aprospective longitudinal study of response to reward in the adolescent off-spring of depressed parents Psychol Med 43 27ndash38
Sturmey P 2009 Behavioral activation is an evidence-based treatment fordepression Behav Modif 33 818ndash829
Takagaki K Okajima I Kunisato Y Nakajima S Kanai Y Ishikawa S Sakano Y2013 Development and validation of the Japanese version of the BehavioralActivation for Depression Scale (BADS) Arch Psychiatr Diagn Clin Eval 676ndash85
Trew JL 2011 Exploring the roles of approach and avoidance in depression anintegrative model Clin Psychol Rev 31 1156ndash1168
K Takagaki et al Journal of Affective Disorders 168 (2014) 472ndash475 475
7232019 Takagaki 2014
httpslidepdfcomreaderfulltakagaki-2014 24
2 Methods
21 Participants
We screened 2308 freshmen BDI-II before entered Hiroshima
University Recruitment took place through email on a public
information sharing center We contacted students who had BDI-II
scores greater than or equal to 10 by email After providing informed
consent the participants were 111 (48 women 63 men) Japaneseundergraduate students Their mean age was 1876 yr (SDfrac14 66)
22 Measures
221 The Japanese version of the behavioral activation for
depression scale (BADS Takagaki et al 2013)
The original BADS was developed by Kanter et al (2007) and
consisted of 25 items that are rated on a 7-point scale (0 Not at all
to 6 Completely) The BADS consists of four subscales The
Activation subscale (BADS-AC) measures goal-directed activation
and the completion of scheduled activities The AvoidanceRumi-
nation subscale (BADS-AR) measures the avoidance of a negative
aversive state and engaging in rumination rather than active
problem solving The WorkSchool Impairment subscale (BADS-WS) measures the consequences of inactivity and passivity on
work and school responsibilities The Social Impairment (BADS-SI)
subscale measures similar social consequences and social isolation
Takagaki et al (2013) developed and demonstrated the reliability
and validity of the Japanese version of the BADS
222 The Japanese version of the environmental reward observation
scale (EROS Kunisato et al 2011)
The original EROS was developed by Armento and Hopko
(2007) The EROS consists of 10 items that are scored on a 4-
point scale (1 Strongly disagree to 4 Strongly agree) and is used
to measure the exposure to environmental rewards deemed
essential for increasing response-contingent positive reinforce-
ment Kunisato et al (2011) developed the Japanese version theEROS and reported the reliability and validity of this scale
223 The Japanese version of the beck depression inventory 2nd
version (BDI-II Kojima and Furukawa 2003)
The original BDI-II was developed by Beck et al (1996) This
scale consists of 21 self-report items that are scored on a 4-point
scale and is used to measure depressive symptoms Kojima and
Furukawa (2003) developed the Japanese version of the BDI-II and
demonstrated the reliability and validity of the BDI-II
224 Composite international diagnostic interview (CIDI Kessler
and Ustun 2004)
The CIDI is a widely used structured interview for assessing
mental disorders We used the computerized version (Kessler andUstun 2004) Also each participant was assessed for their lifetime
history of MDD and Bipolar Disorder (BD) We used the Japanese
version of the CIDI (Kawakami et al 2005)
23 Procedure
Approval for the study was obtained from the ethics committee
of Hiroshima University Recruitment took place through email on
a public information sharing center After obtaining informed
consent a trained interviewer conducted a telephone structured
interview (CIDI) with each participant We sent self-report scales
to 113 participants through the Internet The 111 participants
completed self-report scales through the Internet The collection
rate of self-report scales was 9823 in this study Nobody met
diagnostic criteria for BD in this study Individuals who did not
meet criteria for MDD in their lifetime history and who had BDI-II
scores lower than 13 were allocated to the non-depressed group
Individuals who did not meet criteria for MDD in their lifetime
history and who had BDI-II scores greater than or equal to 14 were
allocated to the subthreshold depression group Individuals who
met diagnostic criteria for MDD in their lifetime history and who
had BDI-II scores greater than or equal to 14 were allocated to the
depression group Also we excluded individuals who met diag-nostic criteria for MDD in their lifetime history and who had BDI-II
scores lower than 13
24 Statistical analysis
First we reported the descriptive data Second ANOVAs were
conducted for the behavioral characteristics data to examine
differences among the three groups
3 Results
31 Descriptive data for the non-depressed group subthreshold
depression group and depression group
Based upon the telephone structured interview and the BDI-II
the participants were classi1047297ed into groups 50 participants in the
non-depressed group (BDI-IIfrac14748) 41 in the subthreshold
depression group (BDI-IIfrac141798) 11 in the depression group
(BDI-IIfrac142118) 9 in the exclusion criteria (BDI-IIfrac14756) The mean
scores on the measures are shown in Table 1 We examined
whether there are signi1047297cant differences of age and gender
balance among three groups The reported that there were no
signi1047297cant difference of age and gender balance among three
groups
32 Differences of behavioral factors among the three groups
Table 1 shows the mean scores and signi1047297cant differencesbetween the groups One-way ANOVAs yielded signi1047297cant differ-
ences among the non-depressed group the subthreshold depres-
sion group and the depression group for scores on the BADS-Total
[F (2 99)frac141264 po 01]BADS-AR [F (2 99)frac141069 po 01]
Table 1
Descriptive data among three groups
Non-depression
Group
Subthreshold
Depression
Group
Depression
Group
N = 50 N = 41 N = 11
Femalemale 1931 1625 83
Mean Age 1880 (67) 1871 (64) 1882 (87)
BDI-II 748 (329) 1798 (497) 2118 (767)
BADS-Total 9954 (1633) a 8885 (1856) b 7146 (2011) c
BADS-AC 1530 (878) 1334 (890) 1146 (664)
BADS-AR 1318 (768) a 1720 (799) a 2500 (891) b
BADS -SI 386 (454) a 559 (499) a 1073 (725) b
BADS-WS 6 72 (4 42 ) a 971 (534) b 1227 (543) b
EROS 2588 (440) a 2200 (471) b 2046 (508) b
Note Values in parentheses represent standard deviation
There are signi1047297cant difference between different shoulder alphabet(a b c)
( po 05)
BDI-II Beck Depression Inventory ndashII
BADS-Total Behavioral Activation for Depression Scale-Total scores
BADS-AC Behavioral Activation for Depression Scale-Activation
BADS-AR Behavioral Activation for Depression Scale-Avoidance Rumination
BADS-SI Behavioral Activation for Depression Scale-Social Impairment BADS-WS
Behavioral Activation for Depression Scale-WorkSchool Impairment
EROS Environmental Reward Observation Scale
K Takagaki et al Journal of Affective Disorders 168 (2014) 472ndash475 473
7232019 Takagaki 2014
httpslidepdfcomreaderfulltakagaki-2014 34
BADS-SI[F (2 99)frac14842 po 01] BADS-WS [F (2 99)frac14776
po 01] and EROS [F (2 99)frac141097 po 01] We next conducted
multiple comparisons for each scales The results yielded signi1047297-
cant differences among the three groups for BADS-Total There
were signi1047297cant differences between the depression group and the
other two groups in BADS-AR and BADS-SI There were signi1047297cant
differences between the non-depressed group and the other two
groups in the BADS-WS and the EROS A one-way ANOVA yielded
no signi1047297cant difference among the three groups for the BADS-AC[F (2 99)frac14115 pfrac14 32]
4 Discussion
The current study investigated the behavioral characteristics of
people with subthreshold depression The higher scores of the
BADS-Total represented increased activation (Kanter et al 2007)
Based upon these 1047297ndings for the BADS-Total BADS-AR BADS-AC
and EROS the behavioral characteristics of the subthreshold
depression group in this study were more active compared to
the depression group Also the subthreshold depression group
was also characterized by receiving less rewards from the envir-
onment they had dysfunctions in their college life Decreased
response-contingent positive reinforcement can provide a suf 1047297-
cient explanation of depression (Dimidjian et al 2011) Adolescent
with a current depressive disorder were less reward seeking than
adolescents without a psychopathology (Rawal et al 2013)
Therefore the subthreshold depression group was characterized
by hyposensitivity to rewards Moreover Behavioral characteristics
of subthreshold depression group became of less avoidant beha-
viors compared with depression group
Findings of this study indicated that behavioral characteristics
of the depression group were characterized by a lack of increased
activation Moreover the depression group was characterized by a
high frequency of avoidance and obtaining fewer rewards from the
environment Furthermore the results of BADS-SI and BADS-WS
indicated that the depression group had dysfunctions in social
situations and college life Avoidance contributes to the onset and
maintenance of depression (Manos et al 2010 Trew 2011) and it
is a risk factor for depression (Ottenbreit and Dobson 2008) The
highest avoidance score of the depression group in this study was
similar to that of a previous study (Ottenbreit and Dobson 2008)
The low level of environmental rewards experienced by depressed
students indicated that these students were not exposed to
environmental rewards
Behavioral activation is an empirically supported intervention
for depression (Sturmey 20 09) The goal of behavioral activation is
to increase activated behaviors while decreasing avoidant beha-
viors as well as restoring an environment characterized by diverse
and stable sources of positive reinforcement (Manos et al 2010)
Because depressed people have a high frequency of avoidance and
low environmental rewards it is necessary to increase theiractivated behavior while decreasing avoidance and thereby
increase their access to positively reinforcing events On the other
hand the results of this study indicated that the main behavioral
characteristic of subthreshold depression group is the low fre-
quency of environmental rewards Therefore primary target in
interventions for subthreshold depression is increasing access to
positively reinforcing events and activities which is similar to
initial behavioral activation (Lewinsohn et al 1978)
It is important to point out two limitations of the present study
The number of participants in the depression group was small
Next the participants consisted of only undergraduate students In
order to generalize the results to the general population it would
be important to replicate this study using a larger and a more
diverse sample of participants Despite the above limitations
however the results of this study are important in that they
identi1047297ed differences in behavioral characteristics between indi-
viduals suffering from depression and subthreshold depression
People with subthreshold depression have different behavioral
characteristics from non-depressed and depression people People
with depression are characterized by a high frequency of avoid-
ance and low access to environmental rewards whereas those
with subthreshold depression are characterized only by low
accesses to environmental rewards We hypothesized that increas-ing access to positively reinforcing events and activities similar to
initial behavioral activation (Lewinsohn et al 1978) would be the
primary aim of interventions for people with subthreshold depres-
sion However the effectiveness of such interventions for indivi-
duals with subthreshold depression was not examined in this
study It is suggested that future studies should investigate
whether interventions aimed at increasing access to positively
reinforcing events and activities would be an effective intervention
for people with subthreshold depression
Role of funding source
This research was supported by the Grant-in-Aid for Scienti1047297c Research on
Innovative Areas by the Ministry of Education Culture Sports Science and
Technology of Japan and the Strategic Research Program for Brain Sciences by theMinistry of Education Culture Sports Science and Technology of Japan
Con1047298ict of interest
All authors report no potential con1047298icts of interest
Acknowledgments
None
References
Armento ME Hopko DR 2007 The Environmental Reward Observation Scale(EROS) development validity and reliability Behav Ther 38 107ndash119
Beck AT Steer RA Brown GK 1996 Beck Depression Inventory Manual 2nd
ed The Psychological Corp San Antonio TexasBertha EA Balazs J 2013 Subthreshold depression in adolescence a systematic
review Eur Child Adolesc Psychiatry 22 589ndash603Cuijpers P Smit F 2004 Subthreshold depression as a risk indicator for major
depressive disorder a systematic review of prospective studies Acta PsychiatrScand 109 325ndash331
Dimidjian S Barrera Jr M Martell C Munoz RF Lewinsohn PM 2011 Theorigins and current status of behavioral activation treatment for depressionAnnu Rev Clin Psychol 7 1ndash38
Eshel N Roiser JP 2010 Reward and punishment processing in depression BiolPsychiatry 68 118ndash124
Ferster CB 1973 A functional analysis of depression Am Psychol 28 857 ndash870Henriques JB Davidson RJ 2000 Decreased responsiveness to reward in
depression Cognit Emot 14 711ndash724Kanter JW Mulick PS Busch AM Berlin KS Martell CR 2007 The Behavioral
Activation for Depression Scale (BADS) psychometric properties and factorstructure J Psychopathol Behav Assess 29 191ndash202
Kanter JW Manos RC Bowe WM Baruch DE Busch AM Rusch LC 2010
What is behavioral activation A review of the empirical literature ClinPsychol Rev 30 608ndash620Kawakami N Takeshima T Ono Y Uda H Hata Y Nakane Y Nakane H Iwata N
Furukawa TA Kikkawa T 2005 Twelve-month prevalence severity and treat-ment of common mental disorders in communities in Japan preliminary 1047297ndingfrom the World Mental Health Japan Survey 2002ndash2003 Psychiatry Clin Neurosci59 441ndash452
Kessler RG Ustun TB 2004 The World Mental Health (WMH) survey initiativeversion of the World Health Organization (WHO) Composite InternationalDiagnostic Interview (CIDI) Int J Methods Psychiatr Res 13 93ndash121
Kojima M Furukawa T 2003 Japanese Version of the Beck Depression Inventory2nd ed Nippon-Hyoron-sha Co Tokyo
Kunisato Y Takagaki K Okajima I Nakajima S Ishikawa S Kanai Y Okamoto YSakano Y Yamawaki S 2011 Development of Japanese version of EnvironmentalReward Observation Scale (EROS) Jpn J Behav Ther 37 21ndash31
Lewinsohn PM Muntildeoz RF Youngren MA Zeiss AM 1978 Control YourDepression Prentice Hall Press New York
Manos RC Kanter JW Busch AM 2010 A critical review of assessmentstrategies to measure the behavioral activation model of depression Clin
Psychol Rev 30 547ndash
561
K Takagaki et al Journal of Affective Disorders 168 (2014) 472ndash475474
7232019 Takagaki 2014
httpslidepdfcomreaderfulltakagaki-2014 44
Ottenbreit ND Dobson KS 2008 Avoidance In Dobson KS Dozois DJA(Eds) Risk Factors in Depression Academic Press London pp 447ndash470
Pincus HA Davis WW McQueen LE 1999 Subthreshold mental disorders areview and synthesis of studies on minor depression and other brand namesBr J Psychiatry 174 288ndash296
Rawal A Collishaw S Thapar A Rice F 2013 The risk of playing it safe aprospective longitudinal study of response to reward in the adolescent off-spring of depressed parents Psychol Med 43 27ndash38
Sturmey P 2009 Behavioral activation is an evidence-based treatment fordepression Behav Modif 33 818ndash829
Takagaki K Okajima I Kunisato Y Nakajima S Kanai Y Ishikawa S Sakano Y2013 Development and validation of the Japanese version of the BehavioralActivation for Depression Scale (BADS) Arch Psychiatr Diagn Clin Eval 676ndash85
Trew JL 2011 Exploring the roles of approach and avoidance in depression anintegrative model Clin Psychol Rev 31 1156ndash1168
K Takagaki et al Journal of Affective Disorders 168 (2014) 472ndash475 475
7232019 Takagaki 2014
httpslidepdfcomreaderfulltakagaki-2014 34
BADS-SI[F (2 99)frac14842 po 01] BADS-WS [F (2 99)frac14776
po 01] and EROS [F (2 99)frac141097 po 01] We next conducted
multiple comparisons for each scales The results yielded signi1047297-
cant differences among the three groups for BADS-Total There
were signi1047297cant differences between the depression group and the
other two groups in BADS-AR and BADS-SI There were signi1047297cant
differences between the non-depressed group and the other two
groups in the BADS-WS and the EROS A one-way ANOVA yielded
no signi1047297cant difference among the three groups for the BADS-AC[F (2 99)frac14115 pfrac14 32]
4 Discussion
The current study investigated the behavioral characteristics of
people with subthreshold depression The higher scores of the
BADS-Total represented increased activation (Kanter et al 2007)
Based upon these 1047297ndings for the BADS-Total BADS-AR BADS-AC
and EROS the behavioral characteristics of the subthreshold
depression group in this study were more active compared to
the depression group Also the subthreshold depression group
was also characterized by receiving less rewards from the envir-
onment they had dysfunctions in their college life Decreased
response-contingent positive reinforcement can provide a suf 1047297-
cient explanation of depression (Dimidjian et al 2011) Adolescent
with a current depressive disorder were less reward seeking than
adolescents without a psychopathology (Rawal et al 2013)
Therefore the subthreshold depression group was characterized
by hyposensitivity to rewards Moreover Behavioral characteristics
of subthreshold depression group became of less avoidant beha-
viors compared with depression group
Findings of this study indicated that behavioral characteristics
of the depression group were characterized by a lack of increased
activation Moreover the depression group was characterized by a
high frequency of avoidance and obtaining fewer rewards from the
environment Furthermore the results of BADS-SI and BADS-WS
indicated that the depression group had dysfunctions in social
situations and college life Avoidance contributes to the onset and
maintenance of depression (Manos et al 2010 Trew 2011) and it
is a risk factor for depression (Ottenbreit and Dobson 2008) The
highest avoidance score of the depression group in this study was
similar to that of a previous study (Ottenbreit and Dobson 2008)
The low level of environmental rewards experienced by depressed
students indicated that these students were not exposed to
environmental rewards
Behavioral activation is an empirically supported intervention
for depression (Sturmey 20 09) The goal of behavioral activation is
to increase activated behaviors while decreasing avoidant beha-
viors as well as restoring an environment characterized by diverse
and stable sources of positive reinforcement (Manos et al 2010)
Because depressed people have a high frequency of avoidance and
low environmental rewards it is necessary to increase theiractivated behavior while decreasing avoidance and thereby
increase their access to positively reinforcing events On the other
hand the results of this study indicated that the main behavioral
characteristic of subthreshold depression group is the low fre-
quency of environmental rewards Therefore primary target in
interventions for subthreshold depression is increasing access to
positively reinforcing events and activities which is similar to
initial behavioral activation (Lewinsohn et al 1978)
It is important to point out two limitations of the present study
The number of participants in the depression group was small
Next the participants consisted of only undergraduate students In
order to generalize the results to the general population it would
be important to replicate this study using a larger and a more
diverse sample of participants Despite the above limitations
however the results of this study are important in that they
identi1047297ed differences in behavioral characteristics between indi-
viduals suffering from depression and subthreshold depression
People with subthreshold depression have different behavioral
characteristics from non-depressed and depression people People
with depression are characterized by a high frequency of avoid-
ance and low access to environmental rewards whereas those
with subthreshold depression are characterized only by low
accesses to environmental rewards We hypothesized that increas-ing access to positively reinforcing events and activities similar to
initial behavioral activation (Lewinsohn et al 1978) would be the
primary aim of interventions for people with subthreshold depres-
sion However the effectiveness of such interventions for indivi-
duals with subthreshold depression was not examined in this
study It is suggested that future studies should investigate
whether interventions aimed at increasing access to positively
reinforcing events and activities would be an effective intervention
for people with subthreshold depression
Role of funding source
This research was supported by the Grant-in-Aid for Scienti1047297c Research on
Innovative Areas by the Ministry of Education Culture Sports Science and
Technology of Japan and the Strategic Research Program for Brain Sciences by theMinistry of Education Culture Sports Science and Technology of Japan
Con1047298ict of interest
All authors report no potential con1047298icts of interest
Acknowledgments
None
References
Armento ME Hopko DR 2007 The Environmental Reward Observation Scale(EROS) development validity and reliability Behav Ther 38 107ndash119
Beck AT Steer RA Brown GK 1996 Beck Depression Inventory Manual 2nd
ed The Psychological Corp San Antonio TexasBertha EA Balazs J 2013 Subthreshold depression in adolescence a systematic
review Eur Child Adolesc Psychiatry 22 589ndash603Cuijpers P Smit F 2004 Subthreshold depression as a risk indicator for major
depressive disorder a systematic review of prospective studies Acta PsychiatrScand 109 325ndash331
Dimidjian S Barrera Jr M Martell C Munoz RF Lewinsohn PM 2011 Theorigins and current status of behavioral activation treatment for depressionAnnu Rev Clin Psychol 7 1ndash38
Eshel N Roiser JP 2010 Reward and punishment processing in depression BiolPsychiatry 68 118ndash124
Ferster CB 1973 A functional analysis of depression Am Psychol 28 857 ndash870Henriques JB Davidson RJ 2000 Decreased responsiveness to reward in
depression Cognit Emot 14 711ndash724Kanter JW Mulick PS Busch AM Berlin KS Martell CR 2007 The Behavioral
Activation for Depression Scale (BADS) psychometric properties and factorstructure J Psychopathol Behav Assess 29 191ndash202
Kanter JW Manos RC Bowe WM Baruch DE Busch AM Rusch LC 2010
What is behavioral activation A review of the empirical literature ClinPsychol Rev 30 608ndash620Kawakami N Takeshima T Ono Y Uda H Hata Y Nakane Y Nakane H Iwata N
Furukawa TA Kikkawa T 2005 Twelve-month prevalence severity and treat-ment of common mental disorders in communities in Japan preliminary 1047297ndingfrom the World Mental Health Japan Survey 2002ndash2003 Psychiatry Clin Neurosci59 441ndash452
Kessler RG Ustun TB 2004 The World Mental Health (WMH) survey initiativeversion of the World Health Organization (WHO) Composite InternationalDiagnostic Interview (CIDI) Int J Methods Psychiatr Res 13 93ndash121
Kojima M Furukawa T 2003 Japanese Version of the Beck Depression Inventory2nd ed Nippon-Hyoron-sha Co Tokyo
Kunisato Y Takagaki K Okajima I Nakajima S Ishikawa S Kanai Y Okamoto YSakano Y Yamawaki S 2011 Development of Japanese version of EnvironmentalReward Observation Scale (EROS) Jpn J Behav Ther 37 21ndash31
Lewinsohn PM Muntildeoz RF Youngren MA Zeiss AM 1978 Control YourDepression Prentice Hall Press New York
Manos RC Kanter JW Busch AM 2010 A critical review of assessmentstrategies to measure the behavioral activation model of depression Clin
Psychol Rev 30 547ndash
561
K Takagaki et al Journal of Affective Disorders 168 (2014) 472ndash475474
7232019 Takagaki 2014
httpslidepdfcomreaderfulltakagaki-2014 44
Ottenbreit ND Dobson KS 2008 Avoidance In Dobson KS Dozois DJA(Eds) Risk Factors in Depression Academic Press London pp 447ndash470
Pincus HA Davis WW McQueen LE 1999 Subthreshold mental disorders areview and synthesis of studies on minor depression and other brand namesBr J Psychiatry 174 288ndash296
Rawal A Collishaw S Thapar A Rice F 2013 The risk of playing it safe aprospective longitudinal study of response to reward in the adolescent off-spring of depressed parents Psychol Med 43 27ndash38
Sturmey P 2009 Behavioral activation is an evidence-based treatment fordepression Behav Modif 33 818ndash829
Takagaki K Okajima I Kunisato Y Nakajima S Kanai Y Ishikawa S Sakano Y2013 Development and validation of the Japanese version of the BehavioralActivation for Depression Scale (BADS) Arch Psychiatr Diagn Clin Eval 676ndash85
Trew JL 2011 Exploring the roles of approach and avoidance in depression anintegrative model Clin Psychol Rev 31 1156ndash1168
K Takagaki et al Journal of Affective Disorders 168 (2014) 472ndash475 475
7232019 Takagaki 2014
httpslidepdfcomreaderfulltakagaki-2014 44
Ottenbreit ND Dobson KS 2008 Avoidance In Dobson KS Dozois DJA(Eds) Risk Factors in Depression Academic Press London pp 447ndash470
Pincus HA Davis WW McQueen LE 1999 Subthreshold mental disorders areview and synthesis of studies on minor depression and other brand namesBr J Psychiatry 174 288ndash296
Rawal A Collishaw S Thapar A Rice F 2013 The risk of playing it safe aprospective longitudinal study of response to reward in the adolescent off-spring of depressed parents Psychol Med 43 27ndash38
Sturmey P 2009 Behavioral activation is an evidence-based treatment fordepression Behav Modif 33 818ndash829
Takagaki K Okajima I Kunisato Y Nakajima S Kanai Y Ishikawa S Sakano Y2013 Development and validation of the Japanese version of the BehavioralActivation for Depression Scale (BADS) Arch Psychiatr Diagn Clin Eval 676ndash85
Trew JL 2011 Exploring the roles of approach and avoidance in depression anintegrative model Clin Psychol Rev 31 1156ndash1168
K Takagaki et al Journal of Affective Disorders 168 (2014) 472ndash475 475