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
Susan commented on 22-Jun-2017 08:36 AM
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hyewlodarczyk.blog.fc2.com commented on 25-Jun-2017 12:45 PM
Thank you for some other magnificent post.
The place else may just anybody get that type of info in such an ideal approach of writing?
I have a presentation next week, and I'm at the search for such information.
If you self surrendered, this end up being the occasion that tend to be in direct contact to many other inmates.
Do not be too anxious noticable friends as well as ask numerous people
questions. A simple "what's all the way up?" will suffice. http://www.shabeqadrtravels.com/?option=com_k2&view=itemlist&task=user&id=391941
autoclub-zaz.ru commented on 03-Jul-2017 08:53 AM
For a.g. for a small dining room, An excellent opportunity a small 4-seater extendable dining tables & seating.
To add a touch of elegance, you can pick a glass top. http://autoclub-zaz.ru/user/Bella44Y91/
aapan.org commented on 19-Jul-2017 09:46 PM
There numerous types and styles of bunkbeds available shopping around.

It can be rather a task to choose a bed which is appropriate for the growing loved
ones. But if you give it a rundown, you have three basic options. http://aapan.org/UserProfile/tabid/272/userId/3339235/Default.aspx
Shannon Stine commented on 03-Aug-2017 09:01 AM
Once I initially commented I clicked the -Notify me when new feedback are added- checkbox and now each time a comment is added I get 4 emails with the identical comment. Is there any way you can take away me from that service? Thanks!
game of thrones s07e02 amzn commented on 10-Aug-2017 09:55 PM
Valar Dohaeris!

Where to rent game of thrones
asics pas cher commented on 17-Aug-2017 02:30 PM
Your means of telling the whole thing in this post
is actually fastidious, all be able to effortlessly
know it, Thanks a lot.
Bert Makley commented on 24-Aug-2017 06:28 AM
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I'd like to share with you a very special event this weekend about building a successful digital business.

If you want more visitors to datascientists.net or more leads and sales for your business, this event will be very helpful to you.

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I hope it will help you get more visitors to datascientists.net
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I hope it will help you get more visitors to datascientists.net
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which can be co-associated with QuickBooks freezing, restarting,
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restaurant en livraison commented on 14-Sep-2017 10:29 PM
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know how to make your site mobile friendly? My blog looks weird when browsing from my iphone 4.
I'm trying to find a theme or plugin that might be able to fix
this issue. If you have any recommendations, please
share. Appreciate it!
gta 5 stealth money commented on 15-Sep-2017 12:47 AM
Me enjoying, will read more. Thanks!
broderie commented on 17-Sep-2017 10:25 AM
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due to its feature contents.

Post a Comment




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