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
Verena commented on 15-Jan-2019 01:06 AM
While the ukulele might have were built with a rather toy-like image in the event it was first unveiled in the world outside Hawaii, now it is acknowledged as the best instrument.
With this in mind, protect these weak pieces which often will keep your queens safe because two queens are stronger when compared to a single queen. Spread the cheer and fun of the arts by devoting your abilities and by connecting with different other people.


Also visit my website ... 에이블토토 먹튀검증
passwort entschlüsseln commented on 15-Jan-2019 01:51 AM
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I'm definitely loving the information. I'm book-marking and will be tweeting this to my followers! Great blog and amazing design.

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landscaping magnolia tx commented on 15-Jan-2019 05:24 AM
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pdf schreibschutz entfernen commented on 15-Jan-2019 05:59 AM
It’s nearly impossible to find knowledgeable men and women about this topic, but you appear to be what happens you are dealing with! Thanks
로얄카지노 commented on 15-Jan-2019 08:17 AM
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such as you wrote the e-book in it or something. I feel that you can do with a few percent to power the message
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However, what about this? suppose you added a little content?
I am not suggesting your content isn't solid, however what if you added a post title
that makes people desire more? I mean psychotherapy is kinda plain. You ought to
look at Yahoo's front page and watch how they create news titles to get viewers to open the links.
You might add a related video or a related pic or two to grab people excited about what you've
written. In my opinion, it might bring your blog a little livelier.
Mypicvideo.Com commented on 16-Jan-2019 12:00 PM
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