Exploratory analysis of textual data from the Mother and Child Handbook using the text-mining method: Relationships with maternal traits and post-partum depression

2016 ◽  
Vol 42 (6) ◽  
pp. 655-660 ◽  
Author(s):  
Yoshio Matsuda ◽  
Tomoko Manaka ◽  
Makiko Kobayashi ◽  
Shuhei Sato ◽  
Michitaka Ohwada
Keyword(s):  
Text Mining ◽  
Post Partum ◽  
Exploratory Analysis ◽  
Mining Method ◽  
Post Partum Depression ◽  
Textual Data ◽  
Mother And Child

Exploratory analysis of textual data from the Mother and Child Handbook using a text mining method (II): Monthly changes in the words recorded by mothers

2016 ◽  
Vol 43 (1) ◽  
pp. 100-105
Author(s):  
Miki Tagawa ◽  
Yoshio Matsuda ◽  
Tomoko Manaka ◽  
Makiko Kobayashi ◽  
Michitaka Ohwada ◽  
...  
Keyword(s):  
Text Mining ◽  
Exploratory Analysis ◽  
Mining Method ◽  
Textual Data ◽  
Mother And Child ◽  
Monthly Changes

scholarly journals An overview of risk factors associated to post-partum depression in Asia

2014 ◽  
Vol 6 (1) ◽  
pp. 14-17 ◽  
Author(s):  
Shubham Mehta ◽  
Nidhi Mehta
Keyword(s):  
Risk Factors ◽  
Post Partum ◽  
Public Health Intervention ◽  
Asian Women ◽  
Asian Studies ◽  
Post Partum Depression ◽  
Factors Associated ◽  
Child Bearing ◽  
Mother And Child

Post partum depression (PPD) is an important complication of child-bearing. It requires urgent interventions as it can have long-term adverse consequences if ignored, for both mother and child. If PPD has to be prevented by a public health intervention, the recognition and timely identification of its risk factors is must. We in this review have tried to synthesize the results of Asian studies examining the risk factors of PPD. Some risk factors, which are unique to Asian culture, have also been identified and discussed. We emphasize on early identification of these risk factors as most of these are modifiable and this can have significant implications in prevention of emergence of post partum depression, a serious health issue of Asian women.

scholarly journals The role of psychotherapy in the treatment of Post-partum depression in Nigeria

2019 ◽  
Vol 2 (2) ◽  
pp. 56
Author(s):  
Toluse Dove Francis
Keyword(s):  
Theoretical Orientation ◽  
Post Partum ◽  
Post Partum Depression ◽  
Emotional Factors ◽  
Speaking Out ◽  
Mother And Child ◽  
Nursing Mothers ◽  
New Mother ◽  
The Relationship

Statement of the problem: After childbirth, the levels of hormones (oestrogen and progesterone) in a woman’s body quickly drop. This leads to chemical changes in her brain that may trigger mood swings. In addition, many mothers are unable to get the rest they need to fully recover from giving birth. The new mother cannot explain why she is not happy yet tries to smile and giggle when people are with her. She perhaps feels unhappy but cannot decipher why she feels this way.Postpartum depression does not have a single cause, but likely results from a combination of physical and emotional factors. The relationship between both mother and child is for the first three weeks awkward as she struggles with the feeling of lowliness that cannot be explained.Methodology & Theoretical Orientation: A total of 20 women were interviewed. Ten within two weeks post-delivery were engaged in a conversation to find out how they felt about their new state of life. Another ten in about two months post-delivery also bore their minds. These women reside in Lagos, South-West Nigeria and their experiences are similar to what is seen in other parts of the country.Of all living subjects investigated, of the ten within the first two weeks of child birth explained to have sought the help of a therapist when they couldn’t no longer bear it. It was liberating and they claimed to have a deeper and greater level of affection for their babies respectively.Conclusion: Post-partum depression in Nigeria is between 15%-57% of the entire maternal cycle which means it is very common amongst nursing mothers. Psychotherapy or any form of therapy as whole is not so embraced in the Nigeria just as mental illness is still been seen as a religious battle thereby having a low number of them refusing to seek medical help. It is believed that the first step to getting treatment is by speaking out and this in itself is a technique in psychotherapy

scholarly journals An overview of risk factors associated to post-partum depression in Asia

2014 ◽  
Vol 6 (1) ◽  
Author(s):  
Shubham Mehta ◽  
Nidhi Mehta
Keyword(s):  
Risk Factors ◽  
Post Partum ◽  
Public Health Intervention ◽  
Asian Women ◽  
Asian Studies ◽  
Post Partum Depression ◽  
Factors Associated ◽  
Child Bearing ◽  
Mother And Child

<em>Post partum</em> depression (PPD) is an important complication of child-bearing. It requires urgent interventions as it can have long-term adverse consequences if ignored, for both mother and child. If PPD has to be prevented by a public health intervention, the recognition and timely identification of its risk factors is must. We in this review have tried to synthesize the results of Asian studies examining the risk factors of PPD. Some risk factors, which are unique to Asian culture, have also been identified and discussed. We emphasize on early identification of these risk factors as most of these are modifiable and this can have significant implications in prevention of emergence of post partum depression, a serious health issue of Asian women.

scholarly journals Post-partum Depression-It’s Time to Pay Maximum Attention

2018 ◽  
Vol 04 (01) ◽  
Author(s):  
Ibrahim Abdul Rahman ◽  
Uzair Yaqoob ◽  
Tariq Ali Bhatti
Keyword(s):  
Post Partum ◽  
Post Partum Depression

scholarly journals Controlled trial of the short- and long-term effect of psychological treatment of post-partum depression

2003 ◽  
Vol 182 (5) ◽  
pp. 412-419 ◽  
Author(s):  
Peter J. Cooper ◽  
Lynne Murray ◽  
Anji Wilson ◽  
Helena Romaniuk
Keyword(s):  
Primary Care ◽  
Postnatal Depression ◽  
Post Partum ◽  
Psychodynamic Therapy ◽  
Term Effect ◽  
Short Term ◽  
Post Partum Depression ◽  
Maternal Mood ◽  
Long Term Effect

BackgroundPsychological interventions for postnatal depression can be beneficial in the short term but their longer-term impact is unknown.AimsTo evaluate the long-term effect on maternal mood of three psychological treatments in relation to routine primary care.MethodWomen with post-partum depression (n=193) were assigned randomly to one of four conditions: routine primary care, non-directive counselling, cognitive–behavioural therapy or psychodynamic therapy. They were assessed immediately after the treatment phase (at 4.5 months) and at 9, 18 and 60 months post-partum.ResultsCompared with the control, all three treatments had a significant impact at 4.5 months on maternal mood (Edinburgh Postnatal Depression Scale, EPDS). Only psychodynamic therapy produced a rate of reduction in depression (Structured Clinical Interview for DSM–III–R) significantly superior to that of the control. The benefit of treatment was no longer apparent by 9 months post-partum. Treatment did not reduce subsequent episodes of post-partum depression.ConclusionsPsychological intervention for post-partum depression improves maternal mood (EPDS) in the short term. However, this benefit is not superior to spontaneous remission in the long term.

Safety and Efficacy of Vortioxetine in the Treatment of Post-partum Depression: a Case Report

2015 ◽  
Vol 30 ◽  
pp. 1933
Author(s):  
K. Pavlovs ◽  
L. Berze ◽  
E. Rancans ◽  
P. Andzans
Keyword(s):  
Case Report ◽  
Post Partum ◽  
Safety And Efficacy ◽  
Post Partum Depression

Complaint management model of manufacturing products using text mining and potential failure identification

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Ririn Diar Astanti ◽  
Ivana Carissa Sutanto ◽  
The Jin Ai
Keyword(s):  
Quality Management ◽  
Text Mining ◽  
Failure Mode ◽  
Management System ◽  
Main Part ◽  
Mining Method ◽  
Content Type ◽  
Complaint Management ◽  
Potential Failure ◽  
Failure Identification

PurposeThis paper aims to propose a framework on complaint management system for quality management by applying the text mining method and potential failure identification that can support organization learning (OL). Customer complaints in the form of email text is the input of the framework, while the most frequent complaints are visualized using a Pareto diagram. The company can learn from this Pareto diagram and take action to improve their process.Design/methodology/approachThe first main part of the framework is creating a defect database from potential failure identification, which is the initial part of the failure mode and effect analysis technique. The second main part is the text mining of customer email complaints. The last part of the framework is matching the result of text mining with the defect database and presenting in the form of a Pareto diagram. After the framework is proposed, a case study is conducted to illustrate the applicability of the proposed method.FindingsBy using the defect database, the framework can interpret the customer email complaints into the list of most defect complained by customer using a Pareto diagram. The results of the Pareto diagram, based on the results of text mining of consumer complaints via email, can be used by a company to learn from complaint and to analyze the potential failure mode. This analysis helps company to take anticipatory action for avoiding potential failure mode happening in the future.Originality/valueThe framework on complaint management system for quality management by applying the text mining method and potential failure identification is proposed for the first time in this paper.

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