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
Melvina commented on 18-Jun-2019 12:31 AM
Thanks a lot! It is an amazing webpage.

my site -{DISCOUNT
Claribel commented on 18-Jun-2019 02:03 AM
Many thanks extremely useful. Will share website with my pals.


Feel free to visit my site:enclosed trailer
Ferdinand commented on 18-Jun-2019 02:04 AM
Many thanks really useful. Will share site with my good friends.



Check out my website ::{DOCTOR
agen Judi online commented on 18-Jun-2019 02:38 AM
Every weekend i used to visit this site, because
i want enjoyment, since this this web site
conations truly fastidious funny material too.
바카라사이트 commented on 18-Jun-2019 02:44 AM
Good day! Do you use Twitter? I'd like to follow you if that would
be ok. I'm undoubtedly enjoying your blog and look forward to new posts.
gamebag org commented on 18-Jun-2019 03:52 AM
Wonderful blog! I found it while searching on Yahoo News. Do you have any tips on how to get listed in Yahoo News? I've been trying for a while but I never seem to get there! Many thanks
온라인슬롯머신 commented on 18-Jun-2019 06:48 AM
I was curious if you ever thought of changing
the structure of your blog? Its very well written; I love
what youve got to say. But maybe you could a little more in the
way of content so people could connect with it better. Youve got an awful lot of text for only having one or
two pictures. Maybe you could space it out better?
Mellissa commented on 18-Jun-2019 07:22 AM
Many thanks, this site is very beneficial.



Feel free to visit my site;daftar Menuqq
asikqq commented on 18-Jun-2019 08:00 AM
A motivating discussion is worth comment. I
believe that you should publish more about this subject, it might
not be a taboo matter but usually folks don't discuss such subjects.
To the next! Cheers!!
Judi Domino commented on 18-Jun-2019 08:09 AM
What's up mates, its wonderful post concerning educationand entirely defined, keep it up all the time.
Daftar Asikqq commented on 18-Jun-2019 09:04 AM
Right here is the perfect webpage for everyone who wishes to find out about this topic.
You realize a whole lot its almost hard to argue with you (not that I really will need to…HaHa).
You certainly put a brand new spin on a subject which has been discussed for decades.
Excellent stuff, just wonderful!
европа видеочат commented on 18-Jun-2019 09:21 AM
Видеочат секс с мужчинами онлайн.
온라인바카라주소 commented on 18-Jun-2019 09:59 AM
I have been surfing on-line more than 3 hours as of late, yet I by
no means found any attention-grabbing article like yours.
It is pretty worth sufficient for me. In my view, if all web owners and bloggers
made good content as you probably did, the net will probably be a lot more helpful than ever before.
selectcyclingclub.com commented on 18-Jun-2019 11:02 AM
Very good blog! Do you have any hints for aspiring writers?
I'm planning to start my own site soon but I'm a little lost
on everything. Would you propose starting with a free platform like
Wordpress or go for a paid option? There are so many
choices out there that I'm totally overwhelmed
.. Any suggestions? Thank you!
Hello mates, nice article and pleasant arguments commented at this place, I
am really enjoying by these.
Eu.Megam.info commented on 18-Jun-2019 11:49 AM
Online dating can be the perfect solution in case you want
to satisfy singles with your area. These scammers usually have
only one picture inside their profile, thus it may be the norm for most experienced those who date
online to think that one picture profiles don't show the actual person.
Meeting on the web and dating is tricky being honest makes it much easier.
서울출장안마 commented on 18-Jun-2019 12:18 PM
I'm extremely inspired together with your writing talents and
also with the structure for your blog. Is this a paid subject or did you modify it yourself?
Either way keep up the excellent quality writing, it's rare to look a great blog like this one today..
wholesale baseball jerseys free shipping from China commented on 18-Jun-2019 01:03 PM
Thanks , I have just been searching for info about this topic for a long time
and yours is the best I've discovered till now.
But, what about the conclusion? Are you sure
in regards to the source? http://vlsi-and-eda-forum.2360236.n4.nabble.com/Knicks-surely-have-special-services-in-support-of-Kristaps-P-td587.html https://www.luontokuva.org/foorumi_old/viewtopic.php?f=15&t=6039 http://londonchartplotters.2327862.n4.nabble.com/Laguna-beach-front-creative-art-vendor-in-that-is-the-country-td1566.html
아산출장안마 commented on 18-Jun-2019 01:15 PM
I am not sure where you're getting your info, but good topic.

I needs to spend some time learning much more or understanding more.
Thanks for excellent info I was looking for this
information for my mission.
3maripoker.com commented on 18-Jun-2019 01:18 PM
Can you tell us more about this? I'd like to find out more details.
weddingtimecapsule.com commented on 18-Jun-2019 01:25 PM
If you desire to obtain a good deal from this paragraph then you have to apply these strategies to your
won weblog.
ecu repair Training course online commented on 18-Jun-2019 01:36 PM
Greetings! Quick question that's entirely off topic. Do you know how to make your
site mobile friendly? My website looks weird when viewing from my iphone.

I'm trying to find a theme or plugin that might
be able to resolve this issue. If you have any suggestions,
please share. Thanks!
Wdqq commented on 18-Jun-2019 01:50 PM
If you wish for to obtain much from this article then you have to apply such techniques to your won webpage.
해남출장안마 commented on 18-Jun-2019 02:50 PM
Hello! 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 results. If you know of any please share. Thank you!
Eileen commented on 18-Jun-2019 04:32 PM
ѕay thanks to so much for yоur site it helps a great deal.



my page ...Agen Togel

Post a Comment




Captcha Image

Trackback Link
http://www.datascientists.com/BlogRetrieve.aspx?BlogID=10922&PostID=711190&A=Trackback
Trackbacks
Post has no trackbacks.

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
Melvina commented on 18-Jun-2019 12:31 AM
Thanks a lot! It is an amazing webpage.

my site -{DISCOUNT
Claribel commented on 18-Jun-2019 02:03 AM
Many thanks extremely useful. Will share website with my pals.


Feel free to visit my site:enclosed trailer
Ferdinand commented on 18-Jun-2019 02:04 AM
Many thanks really useful. Will share site with my good friends.



Check out my website ::{DOCTOR
agen Judi online commented on 18-Jun-2019 02:38 AM
Every weekend i used to visit this site, because
i want enjoyment, since this this web site
conations truly fastidious funny material too.
바카라사이트 commented on 18-Jun-2019 02:44 AM
Good day! Do you use Twitter? I'd like to follow you if that would
be ok. I'm undoubtedly enjoying your blog and look forward to new posts.
gamebag org commented on 18-Jun-2019 03:52 AM
Wonderful blog! I found it while searching on Yahoo News. Do you have any tips on how to get listed in Yahoo News? I've been trying for a while but I never seem to get there! Many thanks
온라인슬롯머신 commented on 18-Jun-2019 06:48 AM
I was curious if you ever thought of changing
the structure of your blog? Its very well written; I love
what youve got to say. But maybe you could a little more in the
way of content so people could connect with it better. Youve got an awful lot of text for only having one or
two pictures. Maybe you could space it out better?
Mellissa commented on 18-Jun-2019 07:22 AM
Many thanks, this site is very beneficial.



Feel free to visit my site;daftar Menuqq
asikqq commented on 18-Jun-2019 08:00 AM
A motivating discussion is worth comment. I
believe that you should publish more about this subject, it might
not be a taboo matter but usually folks don't discuss such subjects.
To the next! Cheers!!
Judi Domino commented on 18-Jun-2019 08:09 AM
What's up mates, its wonderful post concerning educationand entirely defined, keep it up all the time.
Daftar Asikqq commented on 18-Jun-2019 09:04 AM
Right here is the perfect webpage for everyone who wishes to find out about this topic.
You realize a whole lot its almost hard to argue with you (not that I really will need to…HaHa).
You certainly put a brand new spin on a subject which has been discussed for decades.
Excellent stuff, just wonderful!
европа видеочат commented on 18-Jun-2019 09:21 AM
Видеочат секс с мужчинами онлайн.
온라인바카라주소 commented on 18-Jun-2019 09:59 AM
I have been surfing on-line more than 3 hours as of late, yet I by
no means found any attention-grabbing article like yours.
It is pretty worth sufficient for me. In my view, if all web owners and bloggers
made good content as you probably did, the net will probably be a lot more helpful than ever before.
selectcyclingclub.com commented on 18-Jun-2019 11:02 AM
Very good blog! Do you have any hints for aspiring writers?
I'm planning to start my own site soon but I'm a little lost
on everything. Would you propose starting with a free platform like
Wordpress or go for a paid option? There are so many
choices out there that I'm totally overwhelmed
.. Any suggestions? Thank you!
Hello mates, nice article and pleasant arguments commented at this place, I
am really enjoying by these.
Eu.Megam.info commented on 18-Jun-2019 11:49 AM
Online dating can be the perfect solution in case you want
to satisfy singles with your area. These scammers usually have
only one picture inside their profile, thus it may be the norm for most experienced those who date
online to think that one picture profiles don't show the actual person.
Meeting on the web and dating is tricky being honest makes it much easier.
서울출장안마 commented on 18-Jun-2019 12:18 PM
I'm extremely inspired together with your writing talents and
also with the structure for your blog. Is this a paid subject or did you modify it yourself?
Either way keep up the excellent quality writing, it's rare to look a great blog like this one today..
wholesale baseball jerseys free shipping from China commented on 18-Jun-2019 01:03 PM
Thanks , I have just been searching for info about this topic for a long time
and yours is the best I've discovered till now.
But, what about the conclusion? Are you sure
in regards to the source? http://vlsi-and-eda-forum.2360236.n4.nabble.com/Knicks-surely-have-special-services-in-support-of-Kristaps-P-td587.html https://www.luontokuva.org/foorumi_old/viewtopic.php?f=15&t=6039 http://londonchartplotters.2327862.n4.nabble.com/Laguna-beach-front-creative-art-vendor-in-that-is-the-country-td1566.html
아산출장안마 commented on 18-Jun-2019 01:15 PM
I am not sure where you're getting your info, but good topic.

I needs to spend some time learning much more or understanding more.
Thanks for excellent info I was looking for this
information for my mission.
3maripoker.com commented on 18-Jun-2019 01:18 PM
Can you tell us more about this? I'd like to find out more details.
weddingtimecapsule.com commented on 18-Jun-2019 01:25 PM
If you desire to obtain a good deal from this paragraph then you have to apply these strategies to your
won weblog.
ecu repair Training course online commented on 18-Jun-2019 01:36 PM
Greetings! Quick question that's entirely off topic. Do you know how to make your
site mobile friendly? My website looks weird when viewing from my iphone.

I'm trying to find a theme or plugin that might
be able to resolve this issue. If you have any suggestions,
please share. Thanks!
Wdqq commented on 18-Jun-2019 01:50 PM
If you wish for to obtain much from this article then you have to apply such techniques to your won webpage.
해남출장안마 commented on 18-Jun-2019 02:50 PM
Hello! 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 results. If you know of any please share. Thank you!
Eileen commented on 18-Jun-2019 04:32 PM
ѕay thanks to so much for yоur site it helps a great deal.



my page ...Agen Togel

Post a Comment




Captcha Image

Trackback Link
http://www.datascientists.com/BlogRetrieve.aspx?BlogID=10922&PostID=711190&A=Trackback
Trackbacks
Post has no trackbacks.