April 2023 PMID 37068252

What can machine learning teach us about habit formation? Evidence from exercise and hygiene.

Anastasia Buyalskaya, Hung Ho, Katherine L Milkman, Xiaomin Li, Angela L Duckworth, Colin Camerer

Download social card

Mentions

224
Peak: 93 in Apr 2023
across 7 sources since Apr 2023

Extended reach

3,064,457
potential audience

Total likes

24,935

Video views

491,619

Mentions per month

Apr 2023 – Jan 2026

Where it's discussed

  • X / Twitter110 posts
  • News101 articles
  • YouTube4 videos
  • Blogs3 articles
  • Bluesky2 posts
  • Facebook2 posts
  • Reddit2 posts

AI synopsis

What people are saying

The overall sentiment reflects strong agreement with the study's conclusion that habits form over months rather than days, exemplified by phrases like 'takes months to develop' and references to the popular '21 days' myth. The tone is analytical, with posts exploring implications for health and social norms, demonstrating high interest and engagement in understanding behavioral processes.

AgreementModerate agreement

Most discussions agree with the study’s findings that habit formation takes longer than the popular 21-day myth, highlighting that habits like exercise take months, which aligns with the article's conclusions.

InterestHigh interest

The discussions show high interest due to the focus on how machine learning reveals insights into behavior, with many engaging through questions about the implications and applications.

EngagementHigh engagement

Posts reference specific research details, such as the duration for forming habits and potential policy implications, indicating deep engagement and critical thinking.

ImpactModerate impact

The focus on reforming misconceptions about habit formation and the emphasis on using machine learning for behavioral insights suggest the discussions recognize the study’s significance in broad social and health contexts.

Abstract in brief

  • This study uses machine learning to analyze how habits form in two real-world settings: gym attendance and hospital handwashing, based on large datasets of millions of observations.
  • The researchers developed a method called Predicting Context Sensitivity (PCS) that identifies which factors best predict individual behaviors and tracks how predictable this behavior becomes over time, effectively mapping the habit formation process.
  • Their findings challenge the common idea that habits form after a specific number of days; instead, habits like gym-going take months to develop, while habits like handwashing take weeks, and individuals with more predictable routines are less affected by interventions aimed at changing their behavior.

Top posts

Most liked on X and Bluesky
Soroush Ahmadi
@MrSoroushAhmadi · X

در واقع میگه بعضی از عادت‌ها مثل دست شستن ساده‌تر هستن و میتونن توی چند هفته شکل بگیرن ولی عادت‌های دیگه بر اساس سختیشون ممکنه ماه‌ها برای تغییر زمان لازم داشته باشن. منبع برای خوندن https://t.co/mIqopMOJaJ

Apr 19, 2023 · 1,875 likes · 13 shares · 38,832 followers View post →
Katy Milkman
@katy_milkman · X

How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million decisions about gym attendance & hand sanitizing. The answer? It depends! Hand sanitizing habits form in weeks; gym habits in months. https://t.co/hDv3NNG3uu

Apr 18, 2023 · 272 likes · 64 shares · 54,922 followers View post →
Medical Xpress
@medical_xpress · X

No magic number for time it takes to form habits, finds new study @Caltech @PNASNews https://t.co/woK6ZxkQs6 https://t.co/of3qpXfOaN

Apr 17, 2023 · 16 likes · 7 shares · 173,295 followers View post →
Timothy Caulfield
@CaulfieldTim · X

"Contrary to the popular belief in a 'magic number' of days to develop a habit, we find that it typically takes months to form the habit of going to the gym but weeks to develop the habit of handwashing in the hospital." https://t.co/YcrEHRd112 by @BuyalskayaSan @CFCamerer et

May 5, 2023 · 16 likes · 4 shares · 88,304 followers View post →
Neuroscience News
@NeuroscienceNew · X

“What can machine learning teach us about habit formation? Evidence from exercise and hygiene” by Anastasia Buyalskaya et al. PNAS https://t.co/6yUBdYZCXV

Apr 17, 2023 · 14 likes · 4 shares · 506,979 followers View post →
PNASNews
@PNASNews · X

Some say it takes 21 days to form a habit, but a study of gym attendance and hand washing in hospitals suggests that some people pick up habits faster than others—and regular gym attendance often takes months to stick. In PNAS: https://t.co/VWoIexolfV https://t.co/0wbjl0sv5M

Apr 19, 2023 · 6 likes · 2 shares · 181,648 followers View post →

All mentions

Nobuhiro Ariyoshi MD
@AriyoshiMd · X

https://t.co/lZP9n9jobN

May 4, 2025 · 6,449 followers View post →
Anita Keshmirian
@AnitaKeshmirian · X

RT @Amit_Goldenb: Very cool paper using ML to predict habit formation. https://t.co/RzGrmsrQTh

Jan 11, 2025 · 1 share · 1,676 followers View post →
Amit Goldenberg
@Amit_Goldenb · X

Very cool paper using ML to predict habit formation. https://t.co/RzGrmsrQTh

Jan 10, 2025 · 5 likes · 1 share · 5,882 followers View post →
CPIPR
@popresearchctrs.bsky.social · Bluesky

What can machine learning teach us about habit formation? New research looks at exercise and hand-washing habits. pubmed.ncbi.nlm.nih.gov/37068252/

Jul 23, 2024 View post →
CPIPR
@popresearchctrs.bsky.social · Bluesky

What can machine learning teach us about habit formation? New research looks at exercise and hand-washing habits. pubmed.ncbi.nlm.nih.gov/37068252/

Apr 5, 2024 View post →
Adrestia
@_anantashesha · X

@abhayv_21 Most of these studies look at stuff like gym, so I guess their measurement in days makes sense in that context. But the repetition thing makes sense (e.g., the in study below hand washing was much quicker than gym, probably due to multiple reps/day?) https://t.co/Khdxi06ico

Feb 24, 2024 · 1 like · 1,837 followers View post →
Envisia Learning
@Envisia · X

Another study (machine learning) supports earlier research (Lally et al., 2013) suggesting it takes at least 2-3 months for some habits to become automatic (exercise) https://t.co/NMF7IXoiuH

Jan 2, 2024 · 7,984 followers View post →
Viktor Timokhov
@vutyanchik · X

@duolingo your research department should definitely reproduce this habit research with your data! https://t.co/krrUuxGyDS

Dec 23, 2023 · 14 followers View post →
Penn Center for Health Incentives+Behavioral Econ
@PennCHIBE · X

Find the study here: https://t.co/wsGHRjmvPA

Jul 10, 2023 · 5,099 followers View post →
hacano
@hacanoca · X

¿Qué puede enseñarnos el aprendizaje automático sobre la formación de hábitos? https://t.co/ZogjUwRL7d

Jun 17, 2023 · 157 followers View post →
Mind Your Science!
@MindYourSci · X

RT @agingdoc1: What can machine learning teach us about habit formation? Evidence from exercise and hygiene https://t.co/iWMBFPwZEX @PNASN…

May 24, 2023 · 1 share · 132 followers View post →
Agingdoc
@agingdoc1 · X

What can machine learning teach us about habit formation? Evidence from exercise and hygiene https://t.co/iWMBFPwZEX @PNASNews

May 20, 2023 · 3 likes · 1 share · 42,324 followers View post →
Robb Rutledge
@RobbRutledge · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

May 11, 2023 · 64 shares · 4,598 followers View post →
Wilte Zijlstra
@wilte · X

What can machine learning teach us about habit formation? Evidence from exercise and hygiene | Proceedings of the National Academy of Sciences https://t.co/TdGInUKZ3j

May 10, 2023 · 1 like · 1,970 followers View post →
Westengland
@Westengland · X

RT @CaulfieldTim: "Contrary to the popular belief in a 'magic number' of days to develop a habit, we find that it typically takes months to…

May 5, 2023 · 4 shares · 753 followers View post →
Edzard Ernst
@EdzardErnst · X

RT @CaulfieldTim: "Contrary to the popular belief in a 'magic number' of days to develop a habit, we find that it typically takes months to…

May 5, 2023 · 4 shares · 19,671 followers View post →
FriendsOfSciMed
@FriendsOfSciMed · X

RT @CaulfieldTim: "Contrary to the popular belief in a 'magic number' of days to develop a habit, we find that it typically takes months to…

May 5, 2023 · 4 shares · 2,681 followers View post →
Timothy Caulfield
@CaulfieldTim · X

"Contrary to the popular belief in a 'magic number' of days to develop a habit, we find that it typically takes months to form the habit of going to the gym but weeks to develop the habit of handwashing in the hospital." https://t.co/YcrEHRd112 by @BuyalskayaSan @CFCamerer et

May 5, 2023 · 16 likes · 4 shares · 88,304 followers View post →
SergeAhmed
@SergeAhmed · X

Gymgoers who are more predictable are less responsive to an intervention designed to promote more gym attendance, consistent with past experiments showing that habit formation generates insensitivity to reward devaluation https://t.co/kEXPvKNN3X

May 5, 2023 · 2 likes · 3,954 followers View post →
NP AGARWAL世界一フォローを目指しますAiming best in world.
@np_grwl · X

RT @medical_xpress: No magic number for time it takes to form habits, finds new study @Caltech @PNASNews https://t.co/woK6ZxkQs6 https://t.…

Apr 25, 2023 · 7 shares · 1,788 followers View post →
Richard Jonathan O Taduran
@rjotaduran · X

What can machine learning teach us about habit formation? Evidence from exercise and hygiene | Proceedings of the National Academy of Sciences https://t.co/dokayJIjYm

Apr 23, 2023 · 346 followers View post →
Genevieve Dunton, PhD, MPH
@GenevieveDunton · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 22, 2023 · 64 shares · 1,990 followers View post →
Genene Tariku
@genenetarikuk · X

How many days does it take to form a habit? It depends on many factors... https://t.co/cDBn2ujxg8

Apr 21, 2023 · 14 followers View post →
Skylark
@syhhuang · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 21, 2023 · 64 shares · 1,068 followers View post →
_subzero
@_realsubzero · X

RT @MrSoroushAhmadi: در واقع میگه بعضی از عادت‌ها مثل دست شستن ساده‌تر هستن و میتونن توی چند هفته شکل بگیرن ولی عادت‌های دیگه بر اساس سختیش…

Apr 21, 2023 · 13 shares · 215 followers View post →
Think like a scientist!!!
@BrianSMcGowan · X

Two of our favorite topics, #MachineLearning and #BehaviorChange explored in one research paper: What can machine learning teach us about habit formation? Evidence from exercise and hygiene How many days does it take to form a ha…https://t.co/nBdK6ZcmAz https://t.co/nycCy691Zy

Apr 21, 2023 · 4,120 followers View post →
برانداز فرقه های اسلامی
@barandazam4573 · X

RT @MrSoroushAhmadi: در واقع میگه بعضی از عادت‌ها مثل دست شستن ساده‌تر هستن و میتونن توی چند هفته شکل بگیرن ولی عادت‌های دیگه بر اساس سختیش…

Apr 21, 2023 · 13 shares · 565 followers View post →
mega lion♌
@t_megalion · X

RT @MrSoroushAhmadi: در واقع میگه بعضی از عادت‌ها مثل دست شستن ساده‌تر هستن و میتونن توی چند هفته شکل بگیرن ولی عادت‌های دیگه بر اساس سختیش…

Apr 20, 2023 · 13 shares · 2,298 followers View post →
Flouride
@Flouride15 · X

RT @MrSoroushAhmadi: در واقع میگه بعضی از عادت‌ها مثل دست شستن ساده‌تر هستن و میتونن توی چند هفته شکل بگیرن ولی عادت‌های دیگه بر اساس سختیش…

Apr 20, 2023 · 13 shares · 563 followers View post →
Egutz
@Egutz_ · X

What can machine learning teach us about habit formation ... - https://t.co/lK8oen0kxt https://t.co/9w0d2lx8R9

Apr 20, 2023 · 176 followers View post →
Joshua Keller
@joshkeller10 · X

Possibly takes 6 months to form a new gym/exercise habit What can machine learning teach us about habit formation? Evidence from exercise and hygiene https://t.co/LV6zvMJrmU

Apr 20, 2023 · 942 followers View post →
cornelia
@cornelianow · X

Interesting from two points of view - the potential of ML to detect and analyze behavior patterns, and the possibility that this offers to intentionally cultivate social norm changes at scale... https://t.co/3RUrS9fazO

Apr 20, 2023 · 316 followers View post →
Behavior Change for Good Initiative
@BehaviorChange · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 20, 2023 · 64 shares · 9,408 followers View post →
ربات فیواستار فارسی
@fa_favstar · X

RT @MrSoroushAhmadi: در واقع میگه بعضی از عادت‌ها مثل دست شستن ساده‌تر هستن و میتونن توی چند هفته شکل بگیرن ولی عادت‌های دیگه بر اساس سختیش…

Apr 20, 2023 · 13 shares · 8,904 followers View post →
فلفلی
@redchili2010 · X

RT @MrSoroushAhmadi: در واقع میگه بعضی از عادت‌ها مثل دست شستن ساده‌تر هستن و میتونن توی چند هفته شکل بگیرن ولی عادت‌های دیگه بر اساس سختیش…

Apr 20, 2023 · 13 shares · 3,140 followers View post →
M@ht@b
@Mahtaaabbb · X

RT @MrSoroushAhmadi: در واقع میگه بعضی از عادت‌ها مثل دست شستن ساده‌تر هستن و میتونن توی چند هفته شکل بگیرن ولی عادت‌های دیگه بر اساس سختیش…

Apr 20, 2023 · 13 shares · 91 followers View post →
saman
@saman547 · X

RT @MrSoroushAhmadi: در واقع میگه بعضی از عادت‌ها مثل دست شستن ساده‌تر هستن و میتونن توی چند هفته شکل بگیرن ولی عادت‌های دیگه بر اساس سختیش…

Apr 20, 2023 · 13 shares · 92 followers View post →
بیکارالدوله (ره)
@dodota4nist · X

RT @MrSoroushAhmadi: در واقع میگه بعضی از عادت‌ها مثل دست شستن ساده‌تر هستن و میتونن توی چند هفته شکل بگیرن ولی عادت‌های دیگه بر اساس سختیش…

Apr 20, 2023 · 13 shares · 156 followers View post →
بازگشت متخصص‌آبیاری‌گیاهان‌دریایی
@mahdiye585743 · X

RT @MrSoroushAhmadi: در واقع میگه بعضی از عادت‌ها مثل دست شستن ساده‌تر هستن و میتونن توی چند هفته شکل بگیرن ولی عادت‌های دیگه بر اساس سختیش…

Apr 20, 2023 · 13 shares · 265 followers View post →
Dedalus Diggle
@DedalusDiggle0 · X

RT @MrSoroushAhmadi: در واقع میگه بعضی از عادت‌ها مثل دست شستن ساده‌تر هستن و میتونن توی چند هفته شکل بگیرن ولی عادت‌های دیگه بر اساس سختیش…

Apr 20, 2023 · 13 shares · 1,864 followers View post →
Jorge Alvarado
@joan_alva · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 19, 2023 · 64 shares · 247 followers View post →
Núria Masdéu
@nuria77 · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 19, 2023 · 64 shares · 1,460 followers View post →
Sara Nicolau
@SaraSnicolau · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 19, 2023 · 64 shares · 2,675 followers View post →
Min-Hyu Kim
@MinHyu_Kim · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 19, 2023 · 64 shares · 209 followers View post →
Soroush Ahmadi
@MrSoroushAhmadi · X

در واقع میگه بعضی از عادت‌ها مثل دست شستن ساده‌تر هستن و میتونن توی چند هفته شکل بگیرن ولی عادت‌های دیگه بر اساس سختیشون ممکنه ماه‌ها برای تغییر زمان لازم داشته باشن. منبع برای خوندن https://t.co/mIqopMOJaJ

Apr 19, 2023 · 1,875 likes · 13 shares · 38,832 followers View post →
Nick Diamond
@NickBDiamond · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 19, 2023 · 64 shares · 1,409 followers View post →
Eric Neumann
@EricNeumannPsy · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 19, 2023 · 64 shares · 12,063 followers View post →
Hause Lin
@hauselin · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 19, 2023 · 64 shares · 821 followers View post →
Lóva
@Lova_Rossi · X

RT @PNASNews: Some say it takes 21 days to form a habit, but a study of gym attendance and hand washing in hospitals suggests that some peo…

Apr 19, 2023 · 2 shares · 498 followers View post →
David G. Rand @dgrand.bsky.social
@DG_Rand · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 19, 2023 · 64 shares · 15,381 followers View post →
PNASNews
@PNASNews · X

Some say it takes 21 days to form a habit, but a study of gym attendance and hand washing in hospitals suggests that some people pick up habits faster than others—and regular gym attendance often takes months to stick. In PNAS: https://t.co/VWoIexolfV https://t.co/0wbjl0sv5M

Apr 19, 2023 · 6 likes · 2 shares · 181,648 followers View post →
Santiago Corral
@enfermeria · X

Ya no son 21 días lo que crea un #habito. Depende de la actividad. Desde meses (ir al gimnasio) a semanas ( #higienedemanos ) Evidencia del #ejercicio y la #higiene. https://t.co/qi1L4kNp6k ¿Tendremos que replantearnos la #EPS en #atencionprimaria ? #SaludPública #educacion https://t.co/Rnc34kzwrg

Apr 19, 2023 · 2 likes · 2,957 followers View post →
Afiq Che Man | Influenza season ig
@mafqcm · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 19, 2023 · 64 shares · 1,613 followers View post →
Çağlar Mesci
@caglarmesci · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 19, 2023 · 64 shares · 850 followers View post →
Austin H. Wang
@wearytolove · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 19, 2023 · 64 shares · 8,317 followers View post →
Tom Macpherson
@tom_mac_lab · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 201 followers View post →
Arshiya Sangchooli (He/They)
@Arshiya_San · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 451 followers View post →
Laboratory for Social Minds
@LaboratoryMinds · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 855 followers View post →
Ke Wang
@kewang_tw · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 724 followers View post →
Jamie Hanson (@jamielarsh.bsky.social)
@JamieLarsH · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 9,669 followers View post →
Brenden Tervo-Clemmens
@tervoclemmensb · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 1,836 followers View post →
念靖晴 | Nian Jingqing
@hnustpanda · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 175 followers View post →
Denver Brown
@TheDenverBrown · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 923 followers View post →
roshni_beeharry
@roshni_beeharry · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 4,446 followers View post →
Yasumasa Ashida
@asip2k25 · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 930 followers View post →
푸른올리브
@huroin2020 · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 1 followers View post →
Katie Boucher
@DrKatieBTweets · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 213 followers View post →
Eric Singler
@Thobava · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 4,108 followers View post →
Ahmed Albalouchi
@innocentfaqeer · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 246 followers View post →
Henry W W Potts
@HWWPotts · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 1,290 followers View post →
Cardio
@PesarCardio · X

https://t.co/7jBIJFpzd7

Apr 18, 2023 · 1 like · 1,180 followers View post →
Gilad Feldman
@giladfeldman · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 6,053 followers View post →
XYZVerse Contact Center
@xyz_verseCC · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 1,510 followers View post →
Peter Aldiss, PhD
@Peter_Aldiss · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 2,657 followers View post →
Peter Hitchcock
@PF_Hitchcock · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 1,329 followers View post →
Sebastian Olschewski
@Seb_Olschewski · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 486 followers View post →
Erik Nook
@ErikNook · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 4,621 followers View post →
(Sichu Lu(Sichu.Lu218@proton.me)
@lu_sichu · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 3,223 followers View post →
Jessica Maxwell
@Jess_A_Maxwell · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 1,935 followers View post →
мαятιи
@afroberliner · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 586 followers View post →
Ali Radpay
@radquantum · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 204 followers View post →
Allison Ogren, MS
@allison_ogren · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 13 followers View post →
GDLeahy
@GDLeahy · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 675 followers View post →
Kumar Neelabh
@KumarNeelabh13 · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 90 followers View post →
Sylvia Grace
@SylviaBookWizrd · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 151 followers View post →
Western Carolina University Psychology
@WCUPsychology · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 149 followers View post →
yoshiyuki nishio
@nishiokov · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 516 followers View post →
Marissa Sharif
@marissa_sharif · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 861 followers View post →
Moh Abdul Hakim
@MAHakim11 · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 237 followers View post →
PNASNews
@PNASNews · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 181,648 followers View post →
Rob Seamans
@robseamans · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 5,533 followers View post →
Vikas Chowdhry
@english_august · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 1,176 followers View post →
Rod Pardo
@Rod_Pardo · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 502 followers View post →
Mauricio Bravo - Markeavelo
@markeavelo · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 104 followers View post →
Erin Westgate
@ErinWestgate · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 11,535 followers View post →
Jon M Jachimowicz
@jonj · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 7,399 followers View post →
Diana Tamir
@DianaTamir · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 4,146 followers View post →
Nathan Yang
@nccyang · X

RT @katy_milkman: How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million dec…

Apr 18, 2023 · 64 shares · 2,915 followers View post →
Katy Milkman
@katy_milkman · X

How many days does it take to form a habit? In *new* #research out in @PNASNews, we use ML to analyze over 50 million decisions about gym attendance & hand sanitizing. The answer? It depends! Hand sanitizing habits form in weeks; gym habits in months. https://t.co/hDv3NNG3uu

Apr 18, 2023 · 272 likes · 64 shares · 54,922 followers View post →
Manu Gupta
@guptam108 · X

RT @medical_xpress: No magic number for time it takes to form habits, finds new study @Caltech @PNASNews https://t.co/woK6ZxkQs6 https://t.…

Apr 18, 2023 · 7 shares · 1,189 followers View post →
serrgv
@serrgv · X

RT @medical_xpress: No magic number for time it takes to form habits, finds new study @Caltech @PNASNews https://t.co/woK6ZxkQs6 https://t.…

Apr 18, 2023 · 7 shares · 146 followers View post →
ProForma
@JoeRunsdagger66 · X

RT @NeuroscienceNew: “What can machine learning teach us about habit formation? Evidence from exercise and hygiene” by Anastasia Buyalskaya…

Apr 17, 2023 · 4 shares · 268 followers View post →
T
@mouse_potatoe · X

RT @NeuroscienceNew: “What can machine learning teach us about habit formation? Evidence from exercise and hygiene” by Anastasia Buyalskaya…

Apr 17, 2023 · 4 shares · 202 followers View post →
Zeke
@ezkl77 · X

RT @NeuroscienceNew: “What can machine learning teach us about habit formation? Evidence from exercise and hygiene” by Anastasia Buyalskaya…

Apr 17, 2023 · 4 shares · 42 followers View post →
Dr Imran Sheikh
@DrImranSheikh · X

What can machine learning teach us about habit formation? Evidence from exercise and hygiene | Proceedings of the National Academy of Sciences https://t.co/QL6qlF9ZjH https://t.co/sbL1hLQMXA

Apr 17, 2023 · 24,162 followers View post →
Katharina Pistor
@KatharinaPistor · X

RT @NeuroscienceNew: “What can machine learning teach us about habit formation? Evidence from exercise and hygiene” by Anastasia Buyalskaya…

Apr 17, 2023 · 4 shares · 1,448 followers View post →
Neuroscience News
@NeuroscienceNew · X

“What can machine learning teach us about habit formation? Evidence from exercise and hygiene” by Anastasia Buyalskaya et al. PNAS https://t.co/6yUBdYZCXV

Apr 17, 2023 · 14 likes · 4 shares · 506,979 followers View post →
Frank Paul Mora
@InTime_49 · X

RT @medical_xpress: No magic number for time it takes to form habits, finds new study @Caltech @PNASNews https://t.co/woK6ZxkQs6 https://t.…

Apr 17, 2023 · 7 shares · 415 followers View post →
Medical Xpress
@physorg_health · X

RT @medical_xpress: No magic number for time it takes to form habits, finds new study @Caltech @PNASNews https://t.co/woK6ZxkQs6 https://t.…

Apr 17, 2023 · 7 shares · 7,089 followers View post →
Science X
@sciencex_com · X

RT @medical_xpress: No magic number for time it takes to form habits, finds new study @Caltech @PNASNews https://t.co/woK6ZxkQs6 https://t.…

Apr 17, 2023 · 7 shares · 3,532 followers View post →
Phys.org
@physorg_com · X

RT @medical_xpress: No magic number for time it takes to form habits, finds new study @Caltech @PNASNews https://t.co/woK6ZxkQs6 https://t.…

Apr 17, 2023 · 7 shares · 1,022,926 followers View post →
Medical Xpress
@medical_xpress · X

No magic number for time it takes to form habits, finds new study @Caltech @PNASNews https://t.co/woK6ZxkQs6 https://t.co/of3qpXfOaN

Apr 17, 2023 · 16 likes · 7 shares · 173,295 followers View post →