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.


 

 

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do it for you? Plz reply as I'm looking to construct my own blog and
would like to find out where u got this from. thanks a lot
agen togel online commented on 17-May-2019 05:54 PM
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And i am satisfied reading your article. But want
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style is perfect, the articles is in reality great : D.

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judi online commented on 17-May-2019 05:54 PM
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buildbox 2 commented on 17-May-2019 09:40 PM
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I have observed that in the world the present day, video games are classified as the latest popularity with children of all ages. Often times it may be out of the question to drag your family away from the activities. If you want the very best of both worlds, there are numerous educational games for kids. Good post.
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I have realized some significant things through your blog post. One other stuff I would like to express is that there are various games out there designed specifically for toddler age small children. They involve pattern identification, colors, animals, and styles. These generally focus on familiarization instead of memorization. This will keep little ones occupied without feeling like they are studying. Thanks
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Another issue is really that video gaming has become one of the all-time biggest forms of entertainment for people spanning various ages. Kids have fun with video games, and also adults do, too. Your XBox 360 is probably the favorite gaming systems for many who love to have hundreds of games available to them, in addition to who like to relax and play live with other people all over the world. Thank you for sharing your notions.
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What web host are you using? Can I get your affiliate link to your host?
I wish my website loaded up as quickly as yours lol
webpage commented on 18-May-2019 07:04 AM
My developer iss trying to persuade me to mve to .net from PHP.I have
always disliked thhe iea because of the expenses.
But he's trryiong none the less. I've been using WordPress on numerous websites for
about a year and am worried aboyt switching to another platform.
I have heard great things about blogengine.net. Is there a way I can import all my wordlress content into it?
Any kind oof help would be greatly appreciated!
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Post a Comment




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