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
avenir tarot commented on 07-Dec-2017 10:42 AM
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13 tarot gratuit voyance amour tirage tarot feminin tarot gratuit
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amour belline tarot indien signification tarot avenir gratuit oui non jouer aux tarots en ligne gratuit tarot russe gratuit tirage tarot fiable gratuit l ermite tarot tirage tarot divinatoire
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local fishing commented on 07-Dec-2017 04:32 PM
As a Newbie, I am always searching online for articles that can be
of assistance to me. Thank you
Chasity commented on 07-Dec-2017 05:51 PM
That last point is important because it means Evernote Food will no longer sync
with the primary Evernote service, making it pretty useless
for future curation.
color laser printer commented on 08-Dec-2017 06:43 AM
After you see the intent behind the brochure and learn who your audiences are, you're now
ready to craft the message. Then when it is all totally finished you simply must
get back to the printers to get your order. This is especially
true if you are using vibrant colors and catchy phrases or graphics
for the flyers.
willie nelson tour tickets commented on 08-Dec-2017 06:49 PM
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payments and negative marks on your credit score willie nelson tour tickets if
you have a current relationship which has a bank, they are usually able to aid you will
get credit.
war robots hacked commented on 09-Dec-2017 12:22 AM
Earlier this 12 months, Pixonic launched a virtual actuality (VR)
iteration of its successful mobile phone franchise Conflict
Robots.
war robots gra za darmo commented on 09-Dec-2017 12:29 AM
They will create a war machine that matches their creativeness Unending army duties will hold the gamers
busy stopping a possibility of monotony.
Jaime commented on 09-Dec-2017 05:20 AM
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In the event you love a challenge, work your noggin with difficult
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board games review sites commented on 10-Dec-2017 02:15 AM
The primary one is that, actually, the amount of time a
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just like the freshly launched Commentocracy and upcoming Unfastened
Boys My ardour is in creating original video work,
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their run of outs against England but three late tries
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games with gold commented on 10-Dec-2017 03:51 AM
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or that being in early access means it hasn't been launched,
but the press should not go along with that specific fiction.
chatting apps for iphone commented on 10-Dec-2017 04:03 AM
Sword of the Stars II: Lords of Winter , a sequel of the
science fiction strategy sport Sword of the Stars developed by
Kerberos and published by Paradox Interactive , obtained destructive critiques upon its release.
ufc game review ps4 commented on 10-Dec-2017 04:34 AM
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Post a Comment




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Trackback Link
http://datascientists.com/BlogRetrieve.aspx?BlogID=10922&PostID=711190&A=Trackback
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