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
webpage commented on 13-Oct-2020 12:28 PM
Thank you, I've just been searching for info about this subject for ages and yours is the
gretest I have came upon till now. However, wha about the botftom line?
Aree you certain in regards to the supply?
соматотропин цена webpage купить метан
카지노 먹튀 commented on 13-Oct-2020 03:22 PM
Best film i have ever seen !
live baccarat online casino commented on 13-Oct-2020 04:40 PM
Kuasa Poker Is An Indonesian Online Poker Site And The Best Online Poker Agent In Indonesia That Provides 7 Games, Namely Online Poker, Online Domino, Ceme, Mobile Ceme, Capsa, Super 10 And Omaha The Official And Most Trusted In Indonesia, Register, Play And Win Now Too
Maurine commented on 13-Oct-2020 09:29 PM
Often, rental organizations may already have this program free for you in the event that you is going to be renting mass things particularly when it involves several types of
devices.
https://xvj3gsdfghhfies.link/tags/dildok3 commented on 13-Oct-2020 11:56 PM
It is the best time to make some plans for the future and it is time to
be happy. I have read this post and if I could I
want to suggest you few interesting things or suggestions.
Perhaps you can write next articles referring to this article.

I want to read more things about it! dildok3 (https://xvj3gsdfghhfies.link/tags/dildok3)
online video poker commented on 14-Oct-2020 04:43 AM
I know this if off topic but I'm looking into starting my own weblog and
was curious what all is required to get set up? I'm assuming having a blog like yours would cost a pretty penny?

I'm not very internet savvy so I'm not 100% positive.
Any tips or advice would be greatly appreciated. Appreciate it
Judi slot online mudah menang commented on 14-Oct-2020 04:45 AM
Way cool! Some extremely valid points! I appreciate you penning
this write-up and also the rest of the website is really
good.
파워볼사이트 commented on 14-Oct-2020 07:24 AM
Does your site have a contact page? I'm having problems locating
it but, I'd like to send you an email. I've got some
ideas for your blog you might be interested in hearing.
Either way, great site and I look forward to seeing it expand over time.
민속촌 먹튀 commented on 14-Oct-2020 10:43 AM
Best film i have ever seen !
home commented on 14-Oct-2020 11:41 AM
Have you ever thought about writing an ebook or guest authoring on other websites?
I have a blog based upon on the same ideas you discuss and would really
like to have you share some stories/information. I know my readers would appreciate your work.
If you are even renotely interested, feedl free to
send me an e-mail.
new ac unit commented on 15-Oct-2020 01:31 PM
you're in point of fact a good webmaster. The website loading
velocity is incredible. It seems that you're doing any distinctive trick.
In addition, The contents are masterwork. you've done a magnificent process in this topic!
fake louis vuitton bags commented on 15-Oct-2020 06:22 PM
Everyone loves what you guys are up too. Such clever work and reporting!
Keep up the fantastic works guys I've you guys to my personal blogroll.
카지노 사이트 commented on 15-Oct-2020 09:41 PM
If you feel bored because you are locked down in your home for several months. Try playing live casino or baccarat on https://bestplay8.com/casino/
kimin tanoto commented on 16-Oct-2020 05:17 AM
Hi, I do think this is a great site. I stumbledupon it ;) I am going to revisit yet again since I book-marked it.
Money and freedom is the best way to change, may you
be rich and continue to guide other people.
Superbandar TargetQQ commented on 16-Oct-2020 07:55 PM
Agen Judi Poker 99 Terbaik

Poker 99
Daftar Poker 99
Login Poker 99
Deposit Poker 99
Download Poker 99
Link Alternatif Poker 99
MOSHIACH commented on 17-Oct-2020 07:39 AM
Fantastic items from you, man. I have have in mind
your stuff previous to and you're just too wonderful.
I really like what you've got right here, really like what you
are saying and the best way wherein you assert
it. You're making it enjoyable and you continue to take care
of to keep it sensible. I can't wait to learn much more from you.
That is actually a terrific website.
alternatiefdaten.org commented on 17-Oct-2020 05:31 PM
I think that what you said was actually very logical. However,
consider this, suppose you were to write a awesome headline?
I ain't saying your content isn't good., but suppose you added a post title that grabbed a person's attention? I mean psychotherapy is a
little vanilla. You should glance at Yahoo's front page and watch how they create article titles to grab people to open the links.
You might add a video or a related pic or two to get
readers interested about everything've written. Just
my opinion, it might make your website a little livelier.
www.bloggang.com commented on 18-Oct-2020 09:14 AM
I have read some excellent stuff here. Definitely price bookmarking for revisiting.
I wonder how so much effort you place to create this sort of magnificent informative web site.
w88 commented on 18-Oct-2020 09:57 AM
Hello just wanted to give you a quick heads up and let you
know a few of the pictures aren't loading properly. I'm not sure why but I think its a linking issue.
I've tried it in two different internet browsers and both show the same outcome.
home commented on 18-Oct-2020 12:11 PM
It's the best time to make some plans foor the future and it's time to be happy.

I've read this post and if I could I desire to sggest you some interesting things or suggestions.
Maye you could write next articles referring to this article.
I want to reawd even more things about it!
먹튀사이트 commented on 18-Oct-2020 12:22 PM
Wow, incredible weblog format! How lengthy have you been blogging
for? you make running a blog look easy. The full glance of
your website is great, let alone the content material!
Sbobet88 commented on 18-Oct-2020 02:02 PM
Daftar Sbobet88 sekarang sudah sangatlah mudah untuk dilakukan, seperti salah satunya adalah dengan mendaftar untuk mendapatkan ID bermain di situs agen bola terpercaya Joker338.
Free V Bucks Hack commented on 18-Oct-2020 05:02 PM
https://social.microsoft.com/Profile/Free%20V%20Bucks%20Codes%20Generator%202020/
https://social.microsoft.com/Profile/Free%20V%20Bucks%20Codes%20Generator%202020/activity
https://social.microsoft.com/profile/free%20v%20bucks%20fortnite%20free%20v%20bucks%20codes/
https://social.microsoft.com/Profile/free%20v%20bucks%20fortnite%20free%20v%20bucks%20codes/activity
jewel star 2021 commented on 19-Oct-2020 05:05 AM
Amazing blog! Is your theme custom made or did you download it from somewhere?
A design like yours with a few simple tweeks would
really make my blog stand out. Please let me know where
you got your design. With thanks
파워볼사이트 commented on 19-Oct-2020 01:46 PM
I don't even know how I ended up here, but I thought this post was
good. I don't know who you are but certainly you
are going to a famous blogger if you aren't already ;) Cheers!

Post a Comment




Captcha Image

Trackback Link
http://www.datascientists.org/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
webpage commented on 13-Oct-2020 12:28 PM
Thank you, I've just been searching for info about this subject for ages and yours is the
gretest I have came upon till now. However, wha about the botftom line?
Aree you certain in regards to the supply?
соматотропин цена webpage купить метан
카지노 먹튀 commented on 13-Oct-2020 03:22 PM
Best film i have ever seen !
live baccarat online casino commented on 13-Oct-2020 04:40 PM
Kuasa Poker Is An Indonesian Online Poker Site And The Best Online Poker Agent In Indonesia That Provides 7 Games, Namely Online Poker, Online Domino, Ceme, Mobile Ceme, Capsa, Super 10 And Omaha The Official And Most Trusted In Indonesia, Register, Play And Win Now Too
Maurine commented on 13-Oct-2020 09:29 PM
Often, rental organizations may already have this program free for you in the event that you is going to be renting mass things particularly when it involves several types of
devices.
https://xvj3gsdfghhfies.link/tags/dildok3 commented on 13-Oct-2020 11:56 PM
It is the best time to make some plans for the future and it is time to
be happy. I have read this post and if I could I
want to suggest you few interesting things or suggestions.
Perhaps you can write next articles referring to this article.

I want to read more things about it! dildok3 (https://xvj3gsdfghhfies.link/tags/dildok3)
online video poker commented on 14-Oct-2020 04:43 AM
I know this if off topic but I'm looking into starting my own weblog and
was curious what all is required to get set up? I'm assuming having a blog like yours would cost a pretty penny?

I'm not very internet savvy so I'm not 100% positive.
Any tips or advice would be greatly appreciated. Appreciate it
Judi slot online mudah menang commented on 14-Oct-2020 04:45 AM
Way cool! Some extremely valid points! I appreciate you penning
this write-up and also the rest of the website is really
good.
파워볼사이트 commented on 14-Oct-2020 07:24 AM
Does your site have a contact page? I'm having problems locating
it but, I'd like to send you an email. I've got some
ideas for your blog you might be interested in hearing.
Either way, great site and I look forward to seeing it expand over time.
민속촌 먹튀 commented on 14-Oct-2020 10:43 AM
Best film i have ever seen !
home commented on 14-Oct-2020 11:41 AM
Have you ever thought about writing an ebook or guest authoring on other websites?
I have a blog based upon on the same ideas you discuss and would really
like to have you share some stories/information. I know my readers would appreciate your work.
If you are even renotely interested, feedl free to
send me an e-mail.
new ac unit commented on 15-Oct-2020 01:31 PM
you're in point of fact a good webmaster. The website loading
velocity is incredible. It seems that you're doing any distinctive trick.
In addition, The contents are masterwork. you've done a magnificent process in this topic!
fake louis vuitton bags commented on 15-Oct-2020 06:22 PM
Everyone loves what you guys are up too. Such clever work and reporting!
Keep up the fantastic works guys I've you guys to my personal blogroll.
카지노 사이트 commented on 15-Oct-2020 09:41 PM
If you feel bored because you are locked down in your home for several months. Try playing live casino or baccarat on https://bestplay8.com/casino/
kimin tanoto commented on 16-Oct-2020 05:17 AM
Hi, I do think this is a great site. I stumbledupon it ;) I am going to revisit yet again since I book-marked it.
Money and freedom is the best way to change, may you
be rich and continue to guide other people.
Superbandar TargetQQ commented on 16-Oct-2020 07:55 PM
Agen Judi Poker 99 Terbaik

Poker 99
Daftar Poker 99
Login Poker 99
Deposit Poker 99
Download Poker 99
Link Alternatif Poker 99
MOSHIACH commented on 17-Oct-2020 07:39 AM
Fantastic items from you, man. I have have in mind
your stuff previous to and you're just too wonderful.
I really like what you've got right here, really like what you
are saying and the best way wherein you assert
it. You're making it enjoyable and you continue to take care
of to keep it sensible. I can't wait to learn much more from you.
That is actually a terrific website.
alternatiefdaten.org commented on 17-Oct-2020 05:31 PM
I think that what you said was actually very logical. However,
consider this, suppose you were to write a awesome headline?
I ain't saying your content isn't good., but suppose you added a post title that grabbed a person's attention? I mean psychotherapy is a
little vanilla. You should glance at Yahoo's front page and watch how they create article titles to grab people to open the links.
You might add a video or a related pic or two to get
readers interested about everything've written. Just
my opinion, it might make your website a little livelier.
www.bloggang.com commented on 18-Oct-2020 09:14 AM
I have read some excellent stuff here. Definitely price bookmarking for revisiting.
I wonder how so much effort you place to create this sort of magnificent informative web site.
w88 commented on 18-Oct-2020 09:57 AM
Hello just wanted to give you a quick heads up and let you
know a few of the pictures aren't loading properly. I'm not sure why but I think its a linking issue.
I've tried it in two different internet browsers and both show the same outcome.
home commented on 18-Oct-2020 12:11 PM
It's the best time to make some plans foor the future and it's time to be happy.

I've read this post and if I could I desire to sggest you some interesting things or suggestions.
Maye you could write next articles referring to this article.
I want to reawd even more things about it!
먹튀사이트 commented on 18-Oct-2020 12:22 PM
Wow, incredible weblog format! How lengthy have you been blogging
for? you make running a blog look easy. The full glance of
your website is great, let alone the content material!
Sbobet88 commented on 18-Oct-2020 02:02 PM
Daftar Sbobet88 sekarang sudah sangatlah mudah untuk dilakukan, seperti salah satunya adalah dengan mendaftar untuk mendapatkan ID bermain di situs agen bola terpercaya Joker338.
Free V Bucks Hack commented on 18-Oct-2020 05:02 PM
https://social.microsoft.com/Profile/Free%20V%20Bucks%20Codes%20Generator%202020/
https://social.microsoft.com/Profile/Free%20V%20Bucks%20Codes%20Generator%202020/activity
https://social.microsoft.com/profile/free%20v%20bucks%20fortnite%20free%20v%20bucks%20codes/
https://social.microsoft.com/Profile/free%20v%20bucks%20fortnite%20free%20v%20bucks%20codes/activity
jewel star 2021 commented on 19-Oct-2020 05:05 AM
Amazing blog! Is your theme custom made or did you download it from somewhere?
A design like yours with a few simple tweeks would
really make my blog stand out. Please let me know where
you got your design. With thanks
파워볼사이트 commented on 19-Oct-2020 01:46 PM
I don't even know how I ended up here, but I thought this post was
good. I don't know who you are but certainly you
are going to a famous blogger if you aren't already ;) Cheers!

Post a Comment




Captcha Image

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