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
Marketing in healthcare commented on 15-Sep-2018 03:49 AM
I besides conceive therefore, perfectly written post!
Darla Stuard commented on 15-Sep-2018 04:12 AM
I would be mendacity basically said i do not such as this article, in reality, I love this a great deal I needed to place upward a discuss right here. I must state maintain the good function, and that i will likely be arriving again for good since I already bookmarked the actual page.
Orville Mebane commented on 15-Sep-2018 04:24 AM
My brother recommended I might like this website. He was entirely right. This post truly made my day. You can not imagine simply how much time I had spent for this information! Thanks!
Maria commented on 15-Sep-2018 04:32 AM
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search engine Optimization Google course commented on 15-Sep-2018 04:36 AM
Hello would you mind sharing which blog platform you're using?
I'm going to start my own blog in the near future but I'm having a difficult time making a decision between BlogEngine/Wordpress/B2evolution and Drupal.
The reason I ask is because your layout seems different then most blogs and I'm looking for something
completely unique. P.S Apologies for getting off-topic but I had to ask!
Christopher Nebeker commented on 15-Sep-2018 04:59 AM
Hi there, just became alert to your blog through Google, and found that it’s really informative. I am going to watch out for brussels. I¡¦ll be grateful if you continue this in future. Lots of people will be benefited from your writing. Cheers!
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Kathryn commented on 15-Sep-2018 05:55 AM
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Its very well written; I love what youve got to say. But maybe you could a little
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Youve got an awful lot of text for only having one or 2 pictures.

Maybe you could space it out better?
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