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
adnvcd-test.Com commented on 12-Feb-2019 04:33 PM
Aw, this was a really nice post. Spending some time and actual effort to create a really good article?
but what can I say? I put things off a lot and don't manage to get nearly anything
done.
familiarspots.com commented on 12-Feb-2019 07:02 PM
Definitely imagine that that you said. Your favourite justification appeared to be
at the internet the simplest thing to understand of. I say to you, I definitely get irked even as
folks consider issues that they plainly do not understand about.
You controlled to hit the nail upon the top and defined out the entire thing without
having side-effects , folks can take a signal.
Will probably be back to get more. Thanks
Martha commented on 12-Feb-2019 08:18 PM
I want to show my appreciation to the writer just for rescuing me from this particular setting.

Because of checking throughout the the web and meeting recommendations which were not pleasant, I was thinking my life was over. Living without the presence of approaches to the difficulties you have resolved by way of this post is a critical case, and those that could have adversely damaged my career if I had not come across your web blog.
Your expertise and kindness in maneuvering the whole lot was important. I am not sure what I would have done if I hadn't come upon such a subject like this. I can also now relish my future. Thanks a lot so much for the impressive and result oriented guide. I will not hesitate to endorse your blog to any individual who desires recommendations on this issue.


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Angka main Togel hongkong malam Ini commented on 12-Feb-2019 09:21 PM
Hello there! Do you know if they make any plugins to assist with Search Engine Optimization?
I'm trying to get my blog to rank for some targeted keywords but I'm
not seeing very good gains. If you know of any please share.
Thanks!
fados pcb repair commented on 12-Feb-2019 09:27 PM
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I hardly drop comments, but i did some searching and
wound up here psychotherapy. And I actually do have a few questions
for you if it's allright. Is it only me or
does it seem like a few of these remarks look like they are left by
brain dead folks? :-P And, if you are posting on other online sites, I'd like
to follow anything fresh you have to post.
Would you list of the complete urls of your social pages like your twitter feed, Facebook
page or linkedin profile?
Penny commented on 13-Feb-2019 07:58 AM
Hello, I check your blog like every week.
Your humoristic style is awesome, keep up the good work!
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if you have to manually code with HTML. I'm starting ɑ blog soon Ьut have no codinjg knowwledge soo I wanted to gеt guidance from ѕomeone ᴡith experience.
Any һelp would be ɡreatly appreciated!
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on some general things, The web site style is great, the articles is really nice : D.
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Margarito commented on 13-Feb-2019 11:33 AM
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gluconeuroplus.net commented on 13-Feb-2019 01:14 PM
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blog. Thanks, I will try and check back more frequently. How frequently you update your website?
Ernest commented on 13-Feb-2019 01:49 PM
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Lonny commented on 13-Feb-2019 02:01 PM
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Effective Ways That Boosts Libido commented on 13-Feb-2019 02:03 PM
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Janet when preparing her own post-graduate research as well as,
most importantly, pertaining to providing the many ideas
in a single blog post. Provided we had known of your web site a year ago, we might have been rescued
from the useless measures we were implementing. Thanks to you.
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Post a Comment




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