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IOSR Journal of Nursing and Health Science (IOSR-JNHS)
e-ISSN: 2320–1959.p- ISSN: 2320–1940 Volume 4, Issue 2 Ver. I (Mar.-Apr. 2015), PP 12-16
www.iosrjournals.org
DOI: 10.9790/1959-04211216 www.iosrjournals.org 12 | Page
The Bengali Adaptation of Edinburgh Postnatal Depression Scale
Chandrima Maity,1
Sudarsan Saha,2
Debasish Sanyal,3
Arati Biswas,4
Senior Sister Tutor, School of Nursing, IPGME&R & S.S.K.M Hospital, Kolkata-20.
Ex. Prof.& H O D, Calcutta National Medical College ,
Associate Professor, Department of Psychiatry, KPC Medical College , Jadavpur Kolkata
Prof.& H O D, Calcutta National Medical College
Abstract: Assessment of postnatal depression is needed to provide comprehensive care to the mother having
postpartum mood disturbances.
Aims: 1. To develop a Bengali version of the EPDS.
2. To establish the reliability and validity of the Bengali version of the EPDS.
Design: English version of 10 items Edinburgh Postnatal Depression Scale (EPDS) was translated into
Bengali by a translation Committee using translation-re-translation technique. High Inter-rater reliability
(kappa = 0.754) was observed between the English and Bengali version during initial practice session held
amongst 20 bilingual patients. Again 105 postpartum mothers was administered EPDS-B, out of them 32 were
cases as per diagnostic scale. For each patient, demographic and clinical data was collected.
Results: The Cronbach’s Alpha was 0.711, which did not improve if any item was dropped. All items showed
strong correlation with the total score. Area of ROC curve was 0.956, P <0.001, area of the curve is very close
that indicates strong validity of using EPDS-B as a screener since cut-off point 13. The instrument showed
stable four factor structure- Suicide, Depression, Anxiety and difficulty in sleep.
Conclusion: Bengali version of EPDS (EPDS-B) is a valid and reliable instrument to assess the postnatal
depression.
Keywords: EPDS, EPDS-B, Postpartum Depression
I. Introduction
Despite some debate about the time frame of postpartum period, Diagnostic and Statistical Manual of
Mental Disorders IV defined Postpartum Depression (PPD) as a major depressive episode that occurs within
four weeks after delivery [1]
.The prevalence of postpartum depression is about 10 to 15 percent [2 6]
. Bengali
adaptation and validation of such an instrument (EPDS-B) is aimed to provide a sensitive screening instrument
that can help to identify the postpartum depression correctly and easily.
The EPDS is a 10-item, self- report scale which asks about the feelings of a postnatal women in the 7
days preceding the administration of the questionnaire. [3]
It was validated using a sample of 84 mothers living
in Edinburgh or Livingstone (Cox, Holden & Sagovsky, 1987). It is a screening tool and is not a diagnostic for
detection of PPD but has the advantage of being the first scale developed specifically for PPD screening and has
been used for more than 20 years in both research and clinical settings. In cross-cultural research for its better
use it has been translated and adapted in different Indian languages. Each item consists of a statement with four
possible answer choices with a scoring system. Total EPDS scores range from 0 to 30, cut of point is 13. The
psychometric properties of EPDS have been tested against and shown high agreement with standard diagnostic
methods such as DSM-IV and ICD-10 classification for postnatal depression It was felt that a Bengali
translation of EPDS would be very useful for the 5th
most commonly spoken language in the world.
II. Aims And Objectives
1. To develop a Bengali version of the EPDS.
2. To establish the reliability and validity of the Bengali version of the EPDS.
Design and Development:
The study was carried out at the Post-Partum Unit of Calcutta National Medical College & Hospital (a
general teaching hospital), Kolkata-14 West Bengal. The patients were selected on the basis of certain inclusion
and exclusion criteria. Consent was obtained from all study participants.
Bengali translation of EPDS used the sequence of steps suggested by World Health Organization [
.4 ]
The steps were-
a) establishment of a bilingual group of experts,
b) Examination of the conceptual structure of the instruments by the experts,
c) Translation,
The Bengali Adaptation of Edinburgh Postnatal Depression Scale
DOI: 10.9790/1959-04211216 www.iosrjournals.org 13 | Page
d) Examination of the translation by the experts,
e) Examination of the translation by a monolingual group,
f) Blind back translation
g) Examination of the blind back-translation by the experts
The above steps were followed for the development of an appropriate Bengali version of the EPDS-
I). Establishment of a bilingual group of experts:- A bilingual local expert committee was formed at the
beginning of the study. The committee comprised of one psychologist, two psychiatrists, a public health
physicians, two educated laypersons from the community.
2. Examination of the conceptual structure of the instruments by the experts
3. Translation: EPDS was translated from English to Bengali. This preliminary translated Bengali version was
then available to a local expert committee for discussion.
4. Examination of the Translation by the experts: The committee sat over several meetings and worked
extensively on the preliminary Bengali version of EPDS and named as EPDS-B. Repeated searches were made
from an English-to-Bangla dictionary for appropriate wording whilst equal attention was given to retaining the
connotative meaning of the word to ensure that the EPDS was easily understandable by all classes of people in
West Bengal.
5. Examination of the translation by a monolingual group:
6. Blind back translation: This intermediate Bangla version was back translated from the target language to its
source by language expert who was unaware of the project and had no knowledge about the EPDS. The back
translated version was then reviewed by two native English speaking health professionals to check for
congruence with the original English version of the EPDS.
6. Examination of the blind back translation by the experts.
During evaluation the experts were requested to compare each translated item with original in terms of the
various forms of equivalence as suggested by Flaherty et al [5]
----
1. Content equivalence. The content of each item of the instrument is relevant to the phenomena of each
culture being studied.
2. Semantic equivalence-The meaning of each item is the same in each culture after translation into the
language and idiom (written or oral) of each culture (both denotative and connotative meaning was taken
into consideration).
3. Technical equivalence. The method of assessment (e.g. pencil and paper, interview) is comparable in each
culture with respect to the data that it yields.
4. Criterion equivalence. The interpretation of the measurement of the variable remains the same when
compared with the norm of each culture studied.
5. Conceptual equivalence. The instrument is measuring the same theoretical construct in each culture.
a)
Apart from these issues the experts were requested to keep in mind issues pertaining to translated items
being comprehensible, acceptable, and relevant and complete.[9 11]
Pilot testing:
Pilot testing was carried out on three states as follows: a) self-administration of the EPDS-B, b) interview and
self-administration of the EPDS-B, and c) interviews only with the EPDS-B. These three stages of piloting of
EPDS-B were undertaken sequentially to make the scale comprehensible, culturally acceptable and usable for
the Bengali knowing women in West Bengal. A convenience sampling strategy was adopted for each of the
stages, as described in more detail below.
 Self –administration of the EPDS and the EPDS-B: Enveloped containing the EPDS-B and EPDS
questionnaires were serially numbered from 1-20. Twenty female participants who were university
graduates, fluent in both Bangla and English, and were unaware of the PPD study. The EPDS was
administered during the morning while the EPDS-B was applied during the afternoon on the same day. It
was ensured that the volunteers did not discuss items with each other while they were completing the
questionnaires.
The Bengali Adaptation of Edinburgh Postnatal Depression Scale
DOI: 10.9790/1959-04211216 www.iosrjournals.org 14 | Page
 Interviews and self-administration of the EPDS-B: Mothers of infants aged less than one year were
recruited, after giving informed consent, from the PP Unit of CNMC&H, Kolkata-14. A total of 12 women
were recruited. The EPDS-B was administered to participating women followed by self-administration of
the EPDS-B on the same day. Before self-administration of the EPDS-B it was ensured the mothers read
and understood the instructions at the beginning of the Bangla questionnaire.
 Interviews only with the EPDS-B: Another group of women were administered the EPDS-B by using
interview technique only. These women were mothers of infants admitted to the Postnatal Ward and
attending PP Unit, CNMC&H.
Table 1- Item-wise kappa value with EPDS-B N-10
Item wise kappa P value
item1b 0.765 < 0.001
item2b o.625 P=0.02
item3b 0.721 < 0.001
item4b 0.833 < 0.001
item5b 0.727 < 0.001
item6b 0.874 < 0.001
item7b 0.714 < 0.001
item8b 0.815 < 0.001
item9b 0.84 < 0.001
item10b 0.625 P=0.02
Table-1 shows summary of kappa value which ranges from 0.625 to 0.874. Mean-0.754 and Median- 0.746.
Table 2 Internal Consistency
Figure-1 ROC Curve
Table-3 Area of ROC Curve
Test Result Variable(s): epdrsbengalitotal
Area Std. Errora
Asymptotic Sig.b
Asymptotic 95% Confidence Interval
Lower Bound Upper Bound
.956 .017 .000 .922 .990
Cronbach's Alpha N of Item
0.711 10
The Bengali Adaptation of Edinburgh Postnatal Depression Scale
DOI: 10.9790/1959-04211216 www.iosrjournals.org 15 | Page
Figure-1, ROC showing sensitivity & specificity of EPDS-B using different cut-off value. Table-3 showing
Area of curve 0.956, P<0.001. Area of the curve is very close, it indicates strong validity of EPDS-B as a
screener since cut-off point 13.We are able to achieve very good sensitivity without loosening specificity using
cut-off 1
Figure-2 Scree Plot
Table-4 Factor Structure EPDS-B-Principal Component Analysis
Coordinates of the Curve
Test Result Variable(s): epdrsbengalitotal
Positive if Greater Than or Equal Toa
Sensitivity 1 - Specificity
-1.0000 1.000 1.000
2.0000 1.000 .918
4.5000 1.000 .849
6.0000 1.000 .699
7.5000 1.000 .562
9.0000 1.000 .507
11.0000 1.000 .301
13.0000 .844 .082
14.5000 .500 .000
15.5000 .344 .000
16.5000 .156 .000
18.0000 .000 .000
The Bengali Adaptation of Edinburgh Postnatal Depression Scale
DOI: 10.9790/1959-04211216 www.iosrjournals.org 16 | Page
Table –4A The Principal Component Analysis with varimax rotation
Table-4 & Table -4A shows Principal Component Analysis was performing with EPDS-B scale to
measure factorial analysis. During analysis minimum factor loading is 0.5 by using formula 5.152/√N- . Table
shows EPDS-B with factors. Using factor naming methods as suggested by Pett (e.g. using item with highest
loading on a factor as clue for possible name, the meaningfulness of the name in conveying meaning/congruence
of item).- Factor 1- Suicide, Factor II- Depression, Factor III-Anxiety, Factor IV- Difficulty in sleep.
When the Factor Analysis of EPDS-B Scale was done using Principal Component Analysis method.
Eigen value >1 was found. However information from scree plot, only the first two component need to be given
important. Two component explains 56.221% of variances.
III. Discussion
In this study, the detailed translation procedure is presented for developing the Bengali version of
EPDS. The pilot testing showed that the technical equivalence of the EPDS-B is well. The sequential stages of
piloting, namely the self-administration of the two language versions, both self-administration and interview
administration of the Bengali version, and interview administration of the Bengali version alone, refined and
improved the translation procedure. Administration time is also less. The instrument being brief and
linguistically simple, patients did not have much difficulty in understanding the questions and answering
appropriately.
In conclusion the EPDS-B has good Internal Consistency and Factorial Analysis, It is a good screening
instrument with
Acknowledgements
We are grateful to The West Bengal University of Health Sciences, language experts, mental health
professionals who helped us to conduct this study.
References
[1]. American Psychiatric Association. A Diagnostic and Statistical manual of mental Disorder. DSM-IV. Washington D.C.:Williams &
Wilkins; 1996.
[2]. Wisner KL, Parry BL, Piontek CM. Clinical practice.Postpartum depression. N Engl J Med. 2002; 347:194-199.
[3]. Cox, J., Holden, J. & Sagovsky, R.Detection of postnatal depression: Development of the 10-item Edinburgh Postnatal Depression
Scale. British Journal of Psychiatry; 1987, 150,782-786.
[4]. Sartorius, N. & Janca, A. Psychiatric assessment instruments developed by the World Health Organization. Social Psychiatry and
Psychiatric Epidemiology, 1996, 31, 55-69
[5]. Flaherty, J. A., Gaviria, F. M., Pathak, D., et al. Developing instruments for cross-cultural psychiatric research. Journal of Nervous
and Mental Disease, 1988, 176, 257–263
[6]. Cox, J. L., Murray, D., & Chapman, G. A controlled study of onset, duration and prevalence of postnatal depression. British Journal
of Psychiatry; 1993, 163, 27-31.
[7]. Harris B. Postpartum Depression. Psychiatry Ann. 2002; 32: 405-416.
[8]. Kumar R, Robson K M. A prospective study of emotional disorders in childbearing women. British Journal of Psychiatry.1984;
144:35-47.
[9]. Choudhury A N, Brahma A, Sanyal D. The validation of the Bengali version of the self-Rating Questionnaire (SRQ). Indian J Clin
Psychol 2003; 30:56-61.
[10]. Norman GR, Sterioner DL. Biostatistics: The bare essentials. Mosby: St. Louis, MO; 1994.
[11]. Choudhury AN, Ghosh S, Sanyal D. Bengali Adaptation of Brief Patient Health Questionnaire for Screening Depression at Primary
Care. J Indian Med Assoc, Vol 102, No 10, October 2004.

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The Bengali Adaptation of Edinburgh Postnatal Depression Scale

  • 1. IOSR Journal of Nursing and Health Science (IOSR-JNHS) e-ISSN: 2320–1959.p- ISSN: 2320–1940 Volume 4, Issue 2 Ver. I (Mar.-Apr. 2015), PP 12-16 www.iosrjournals.org DOI: 10.9790/1959-04211216 www.iosrjournals.org 12 | Page The Bengali Adaptation of Edinburgh Postnatal Depression Scale Chandrima Maity,1 Sudarsan Saha,2 Debasish Sanyal,3 Arati Biswas,4 Senior Sister Tutor, School of Nursing, IPGME&R & S.S.K.M Hospital, Kolkata-20. Ex. Prof.& H O D, Calcutta National Medical College , Associate Professor, Department of Psychiatry, KPC Medical College , Jadavpur Kolkata Prof.& H O D, Calcutta National Medical College Abstract: Assessment of postnatal depression is needed to provide comprehensive care to the mother having postpartum mood disturbances. Aims: 1. To develop a Bengali version of the EPDS. 2. To establish the reliability and validity of the Bengali version of the EPDS. Design: English version of 10 items Edinburgh Postnatal Depression Scale (EPDS) was translated into Bengali by a translation Committee using translation-re-translation technique. High Inter-rater reliability (kappa = 0.754) was observed between the English and Bengali version during initial practice session held amongst 20 bilingual patients. Again 105 postpartum mothers was administered EPDS-B, out of them 32 were cases as per diagnostic scale. For each patient, demographic and clinical data was collected. Results: The Cronbach’s Alpha was 0.711, which did not improve if any item was dropped. All items showed strong correlation with the total score. Area of ROC curve was 0.956, P <0.001, area of the curve is very close that indicates strong validity of using EPDS-B as a screener since cut-off point 13. The instrument showed stable four factor structure- Suicide, Depression, Anxiety and difficulty in sleep. Conclusion: Bengali version of EPDS (EPDS-B) is a valid and reliable instrument to assess the postnatal depression. Keywords: EPDS, EPDS-B, Postpartum Depression I. Introduction Despite some debate about the time frame of postpartum period, Diagnostic and Statistical Manual of Mental Disorders IV defined Postpartum Depression (PPD) as a major depressive episode that occurs within four weeks after delivery [1] .The prevalence of postpartum depression is about 10 to 15 percent [2 6] . Bengali adaptation and validation of such an instrument (EPDS-B) is aimed to provide a sensitive screening instrument that can help to identify the postpartum depression correctly and easily. The EPDS is a 10-item, self- report scale which asks about the feelings of a postnatal women in the 7 days preceding the administration of the questionnaire. [3] It was validated using a sample of 84 mothers living in Edinburgh or Livingstone (Cox, Holden & Sagovsky, 1987). It is a screening tool and is not a diagnostic for detection of PPD but has the advantage of being the first scale developed specifically for PPD screening and has been used for more than 20 years in both research and clinical settings. In cross-cultural research for its better use it has been translated and adapted in different Indian languages. Each item consists of a statement with four possible answer choices with a scoring system. Total EPDS scores range from 0 to 30, cut of point is 13. The psychometric properties of EPDS have been tested against and shown high agreement with standard diagnostic methods such as DSM-IV and ICD-10 classification for postnatal depression It was felt that a Bengali translation of EPDS would be very useful for the 5th most commonly spoken language in the world. II. Aims And Objectives 1. To develop a Bengali version of the EPDS. 2. To establish the reliability and validity of the Bengali version of the EPDS. Design and Development: The study was carried out at the Post-Partum Unit of Calcutta National Medical College & Hospital (a general teaching hospital), Kolkata-14 West Bengal. The patients were selected on the basis of certain inclusion and exclusion criteria. Consent was obtained from all study participants. Bengali translation of EPDS used the sequence of steps suggested by World Health Organization [ .4 ] The steps were- a) establishment of a bilingual group of experts, b) Examination of the conceptual structure of the instruments by the experts, c) Translation,
  • 2. The Bengali Adaptation of Edinburgh Postnatal Depression Scale DOI: 10.9790/1959-04211216 www.iosrjournals.org 13 | Page d) Examination of the translation by the experts, e) Examination of the translation by a monolingual group, f) Blind back translation g) Examination of the blind back-translation by the experts The above steps were followed for the development of an appropriate Bengali version of the EPDS- I). Establishment of a bilingual group of experts:- A bilingual local expert committee was formed at the beginning of the study. The committee comprised of one psychologist, two psychiatrists, a public health physicians, two educated laypersons from the community. 2. Examination of the conceptual structure of the instruments by the experts 3. Translation: EPDS was translated from English to Bengali. This preliminary translated Bengali version was then available to a local expert committee for discussion. 4. Examination of the Translation by the experts: The committee sat over several meetings and worked extensively on the preliminary Bengali version of EPDS and named as EPDS-B. Repeated searches were made from an English-to-Bangla dictionary for appropriate wording whilst equal attention was given to retaining the connotative meaning of the word to ensure that the EPDS was easily understandable by all classes of people in West Bengal. 5. Examination of the translation by a monolingual group: 6. Blind back translation: This intermediate Bangla version was back translated from the target language to its source by language expert who was unaware of the project and had no knowledge about the EPDS. The back translated version was then reviewed by two native English speaking health professionals to check for congruence with the original English version of the EPDS. 6. Examination of the blind back translation by the experts. During evaluation the experts were requested to compare each translated item with original in terms of the various forms of equivalence as suggested by Flaherty et al [5] ---- 1. Content equivalence. The content of each item of the instrument is relevant to the phenomena of each culture being studied. 2. Semantic equivalence-The meaning of each item is the same in each culture after translation into the language and idiom (written or oral) of each culture (both denotative and connotative meaning was taken into consideration). 3. Technical equivalence. The method of assessment (e.g. pencil and paper, interview) is comparable in each culture with respect to the data that it yields. 4. Criterion equivalence. The interpretation of the measurement of the variable remains the same when compared with the norm of each culture studied. 5. Conceptual equivalence. The instrument is measuring the same theoretical construct in each culture. a) Apart from these issues the experts were requested to keep in mind issues pertaining to translated items being comprehensible, acceptable, and relevant and complete.[9 11] Pilot testing: Pilot testing was carried out on three states as follows: a) self-administration of the EPDS-B, b) interview and self-administration of the EPDS-B, and c) interviews only with the EPDS-B. These three stages of piloting of EPDS-B were undertaken sequentially to make the scale comprehensible, culturally acceptable and usable for the Bengali knowing women in West Bengal. A convenience sampling strategy was adopted for each of the stages, as described in more detail below.  Self –administration of the EPDS and the EPDS-B: Enveloped containing the EPDS-B and EPDS questionnaires were serially numbered from 1-20. Twenty female participants who were university graduates, fluent in both Bangla and English, and were unaware of the PPD study. The EPDS was administered during the morning while the EPDS-B was applied during the afternoon on the same day. It was ensured that the volunteers did not discuss items with each other while they were completing the questionnaires.
  • 3. The Bengali Adaptation of Edinburgh Postnatal Depression Scale DOI: 10.9790/1959-04211216 www.iosrjournals.org 14 | Page  Interviews and self-administration of the EPDS-B: Mothers of infants aged less than one year were recruited, after giving informed consent, from the PP Unit of CNMC&H, Kolkata-14. A total of 12 women were recruited. The EPDS-B was administered to participating women followed by self-administration of the EPDS-B on the same day. Before self-administration of the EPDS-B it was ensured the mothers read and understood the instructions at the beginning of the Bangla questionnaire.  Interviews only with the EPDS-B: Another group of women were administered the EPDS-B by using interview technique only. These women were mothers of infants admitted to the Postnatal Ward and attending PP Unit, CNMC&H. Table 1- Item-wise kappa value with EPDS-B N-10 Item wise kappa P value item1b 0.765 < 0.001 item2b o.625 P=0.02 item3b 0.721 < 0.001 item4b 0.833 < 0.001 item5b 0.727 < 0.001 item6b 0.874 < 0.001 item7b 0.714 < 0.001 item8b 0.815 < 0.001 item9b 0.84 < 0.001 item10b 0.625 P=0.02 Table-1 shows summary of kappa value which ranges from 0.625 to 0.874. Mean-0.754 and Median- 0.746. Table 2 Internal Consistency Figure-1 ROC Curve Table-3 Area of ROC Curve Test Result Variable(s): epdrsbengalitotal Area Std. Errora Asymptotic Sig.b Asymptotic 95% Confidence Interval Lower Bound Upper Bound .956 .017 .000 .922 .990 Cronbach's Alpha N of Item 0.711 10
  • 4. The Bengali Adaptation of Edinburgh Postnatal Depression Scale DOI: 10.9790/1959-04211216 www.iosrjournals.org 15 | Page Figure-1, ROC showing sensitivity & specificity of EPDS-B using different cut-off value. Table-3 showing Area of curve 0.956, P<0.001. Area of the curve is very close, it indicates strong validity of EPDS-B as a screener since cut-off point 13.We are able to achieve very good sensitivity without loosening specificity using cut-off 1 Figure-2 Scree Plot Table-4 Factor Structure EPDS-B-Principal Component Analysis Coordinates of the Curve Test Result Variable(s): epdrsbengalitotal Positive if Greater Than or Equal Toa Sensitivity 1 - Specificity -1.0000 1.000 1.000 2.0000 1.000 .918 4.5000 1.000 .849 6.0000 1.000 .699 7.5000 1.000 .562 9.0000 1.000 .507 11.0000 1.000 .301 13.0000 .844 .082 14.5000 .500 .000 15.5000 .344 .000 16.5000 .156 .000 18.0000 .000 .000
  • 5. The Bengali Adaptation of Edinburgh Postnatal Depression Scale DOI: 10.9790/1959-04211216 www.iosrjournals.org 16 | Page Table –4A The Principal Component Analysis with varimax rotation Table-4 & Table -4A shows Principal Component Analysis was performing with EPDS-B scale to measure factorial analysis. During analysis minimum factor loading is 0.5 by using formula 5.152/√N- . Table shows EPDS-B with factors. Using factor naming methods as suggested by Pett (e.g. using item with highest loading on a factor as clue for possible name, the meaningfulness of the name in conveying meaning/congruence of item).- Factor 1- Suicide, Factor II- Depression, Factor III-Anxiety, Factor IV- Difficulty in sleep. When the Factor Analysis of EPDS-B Scale was done using Principal Component Analysis method. Eigen value >1 was found. However information from scree plot, only the first two component need to be given important. Two component explains 56.221% of variances. III. Discussion In this study, the detailed translation procedure is presented for developing the Bengali version of EPDS. The pilot testing showed that the technical equivalence of the EPDS-B is well. The sequential stages of piloting, namely the self-administration of the two language versions, both self-administration and interview administration of the Bengali version, and interview administration of the Bengali version alone, refined and improved the translation procedure. Administration time is also less. The instrument being brief and linguistically simple, patients did not have much difficulty in understanding the questions and answering appropriately. In conclusion the EPDS-B has good Internal Consistency and Factorial Analysis, It is a good screening instrument with Acknowledgements We are grateful to The West Bengal University of Health Sciences, language experts, mental health professionals who helped us to conduct this study. References [1]. American Psychiatric Association. A Diagnostic and Statistical manual of mental Disorder. DSM-IV. Washington D.C.:Williams & Wilkins; 1996. [2]. Wisner KL, Parry BL, Piontek CM. Clinical practice.Postpartum depression. N Engl J Med. 2002; 347:194-199. [3]. Cox, J., Holden, J. & Sagovsky, R.Detection of postnatal depression: Development of the 10-item Edinburgh Postnatal Depression Scale. British Journal of Psychiatry; 1987, 150,782-786. [4]. Sartorius, N. & Janca, A. Psychiatric assessment instruments developed by the World Health Organization. Social Psychiatry and Psychiatric Epidemiology, 1996, 31, 55-69 [5]. Flaherty, J. A., Gaviria, F. M., Pathak, D., et al. Developing instruments for cross-cultural psychiatric research. Journal of Nervous and Mental Disease, 1988, 176, 257–263 [6]. Cox, J. L., Murray, D., & Chapman, G. A controlled study of onset, duration and prevalence of postnatal depression. British Journal of Psychiatry; 1993, 163, 27-31. [7]. Harris B. Postpartum Depression. Psychiatry Ann. 2002; 32: 405-416. [8]. Kumar R, Robson K M. A prospective study of emotional disorders in childbearing women. British Journal of Psychiatry.1984; 144:35-47. [9]. Choudhury A N, Brahma A, Sanyal D. The validation of the Bengali version of the self-Rating Questionnaire (SRQ). Indian J Clin Psychol 2003; 30:56-61. [10]. Norman GR, Sterioner DL. Biostatistics: The bare essentials. Mosby: St. Louis, MO; 1994. [11]. Choudhury AN, Ghosh S, Sanyal D. Bengali Adaptation of Brief Patient Health Questionnaire for Screening Depression at Primary Care. J Indian Med Assoc, Vol 102, No 10, October 2004.