psychotherapy

Troy Sadkowsky - Thursday, June 15, 2017

How can data science help your therapist?

By Olivia Goldman

April 4, 2017

Link to article:

https://www.theatlantic.com/magazine/archive/2017/04/what-your-therapist-doesnt-know/517797

According to an article a recently published in The Atlantic, data science is the new frontier in psychotherapy. Feedback-Informed Treatment (FIT) is a system in which client surveys are collected before every therapy session, and provide an independent and private way of determining if a client is improving or deteriorating. Performance feedback and data collection allows therapists to adjust the tools or tone of sessions to provide the best treatment for their client, similar to how performance metrics are used athletics. In addition, statistical algorithms, developed from data on thousands of cases, can predict which patients will deteriorate or are at risk of suicide (often with greater accuracy than a mental health professional), and can alert the psychotherapist.

While not yet widely used, these advances could prove critical for improving a field such as psychotherapy. Progress in psychotherapy is plagued by a lack of performance feedback for psychotherapists because of the private nature of their work, and whitewashing, a term that describes when patients suggest to their psychotherapist that treatment is effective while in reality the patient may actually be deteriorating.

Although studies show that FIT improves the effectiveness of psychotherapy, psychotherapists tend to be resistant to the quantification of something as nuanced and delicate as mental health and interpersonal therapist-client relationships. And granted, system can be improved; developer and researcher Michael Lambert noted that his system only significantly improves therapy outcomes for patients at risk of deterioration.


Like any facet of technology, the more it is used and implemented, the better it will become. The use of data science in psychotherapy is a burgeoning field, and suggests that, as data scientists, we will be able to improve the effectiveness with which professionals can identify and treat mental health problems.


 

 

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psychotherapy

Troy Sadkowsky - Thursday, June 15, 2017

How can data science help your therapist?

By Olivia Goldman

April 4, 2017

Link to article:

https://www.theatlantic.com/magazine/archive/2017/04/what-your-therapist-doesnt-know/517797

According to an article a recently published in The Atlantic, data science is the new frontier in psychotherapy. Feedback-Informed Treatment (FIT) is a system in which client surveys are collected before every therapy session, and provide an independent and private way of determining if a client is improving or deteriorating. Performance feedback and data collection allows therapists to adjust the tools or tone of sessions to provide the best treatment for their client, similar to how performance metrics are used athletics. In addition, statistical algorithms, developed from data on thousands of cases, can predict which patients will deteriorate or are at risk of suicide (often with greater accuracy than a mental health professional), and can alert the psychotherapist.

While not yet widely used, these advances could prove critical for improving a field such as psychotherapy. Progress in psychotherapy is plagued by a lack of performance feedback for psychotherapists because of the private nature of their work, and whitewashing, a term that describes when patients suggest to their psychotherapist that treatment is effective while in reality the patient may actually be deteriorating.

Although studies show that FIT improves the effectiveness of psychotherapy, psychotherapists tend to be resistant to the quantification of something as nuanced and delicate as mental health and interpersonal therapist-client relationships. And granted, system can be improved; developer and researcher Michael Lambert noted that his system only significantly improves therapy outcomes for patients at risk of deterioration.


Like any facet of technology, the more it is used and implemented, the better it will become. The use of data science in psychotherapy is a burgeoning field, and suggests that, as data scientists, we will be able to improve the effectiveness with which professionals can identify and treat mental health problems.


 

 

Comments
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thus I simply use world wide web for that reason, and get the newest
information.
인터넷카지노 commented on 22-Jul-2021 07:00 PM
Hi, I do think this is an excellent web site. I stumbledupon it ;) I'm going to come
back once again since I saved as a favorite it. Money and freedom is the best
way to change, may you be rich and continue to help others.
Scott commented on 22-Jul-2021 09:53 PM
Hola! I've been following your website for a long time now and finally got the courage to go ahead and give you
a shout out from Humble Tx! Just wanted to mention keep up the great work!
Doris commented on 23-Jul-2021 12:26 AM
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Also visit my web-site ::naked pics
Leandro commented on 23-Jul-2021 01:17 AM
Hi there! Would you mind if I share your blog with my facebook group?
There's a lot of people that I think would really appreciate your content.
Please let me know. Many thanks
report fraudster uk commented on 23-Jul-2021 01:38 AM
I every time used to read post in news papers but now ass I
am a user of web therefore from now I am using net for articles or reviews, thanks to web.
find out who called you commented on 23-Jul-2021 04:23 AM
Wonderful blog! I found it while searching on Yahoo News.
Do you have any tips on how to get listed in Yahoo News?
I've bern trying for a while but I never seem
to get there! Thanks
joker gaming commented on 23-Jul-2021 08:52 AM
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of your useful information. Thanks for the
post. I will definitely return.
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aware of. I say to you, I certainly get irked while people
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defined out the whole thing without having side-effects , people
could take a signal. Will probably be back to get more.
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Endy Sjaiful Alim commented on 24-Jul-2021 04:23 AM
I am very interested in the information contained in this post. The information contained in this post inspired me to generate research ideas.Thank You.
https://journal.uhamka.ac.id/index.php/smj
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Monty commented on 24-Jul-2021 08:19 AM
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as with the layout in your weblog. Is this
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Domingo commented on 24-Jul-2021 08:20 AM
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Post a Comment




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