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Latest evidence about what works for 
most disadvantaged - SWEDEN 
Christer Gerdes 
Maria Cheung 
Swedish Public Employment Service
Programme: Job coaching 
___________________________________________ 
• One service in Swedish ALMP is job search assistance, 
even called “Job coaching”. 
• In 2013 a performance indicator of job coaching providers 
was made available at an online website. The indicator, 
called “rating”, was based on previous records on how 
successful job coaches had been in helping participants 
to find work. 
• This study examines to what extent this information 
affected job seekers choice of job coach.
Background 
• A job placement officer assess if the unemployed should 
have a job coach 
• The job placement officer is not allowed to recommend 
certain providers of job coaching 
• In case the unemployed does not want to choose actively, 
she is assigned the job coach closest to her home address
The “Rating” 
• In April 2013 a performance indicator for providers of job 
coaching was published 
• The rating is the outcome of comparing the performance of 
providers of job coaching during the year of 2012 
• The rating is divided in one, two, and three stars 
– one star indicate worse than average 
– two stars indicate average 
– Three stars indicate better than average
The “Rating” (cont’d) 
• Participants have been “profiled”, which means that by using 
a statistical model the chances for each participant of getting 
a job were estimated 
• The estimated probabilities for participants of getting a job 
are compared to the actual outcome, i.e. if participants did 
find a job during the time they were assigned to a job coach 
• Weighing up these two produce a value (the “score value”) 
that is used to compare how well a job coach performed 
compared to other job coaches 
• Score values are used to rate the coaches in 1, 2, 3 stars
1st January 
2012 
14th 
”Pre-publication” period 
November 
2012 
”Post-publication” period 
30th April 
2013 
Publication 
of rating 
15th August 
2013 
Extraction of 
data 
Rating-period
Analysis 
• Look at the correlation between participant characteristics 
and choice of job coach, controlling for pre-period aspects 
Choice of job coach (certain rating value) = X1B1 + X1*[Post-publication]B2 + β[Post-publication]+ 
X3B3+ε 
Variables in vector X1 include indicators for gender, age, education, etc. 
Vector X1*[Post-publication] includes same variable interacted with post-publication 
indicator
10 
Choice of job coach (certain rating value)= X1B1 + X1*[ After publication]B2 + β[After 
publication]+ X3B3+ε 
VARIABLES Baseline 
Female - After publication 0.0756*** 
(0.0256) 
Under 25 years - After publication 0.0346 
(0.0472) 
50-64 years - After publication -0.00554 
(0.0366) 
short waiting period - After publication (>41 days) -0.0659 
(0.0543) 
longer waiting period - After publication (>120 days) -0.00388 
(0.0556) 
long waiting period - After publication (>256 days) 0.00746 
(0.0463) 
Very long waiting period - After publication (>632 days) -0.0535 
(0.0475) 
Compulsory education less than 9 years - After publication -0.0437 
(0.0570) 
Compulsory schooling 9 years or longer - After publication -0.0290 
(0.0390) 
Short post-secondary education - After publication 0.0555 
(0.0552) 
Long post-secondary education - After publication 0.0534 
(0.0421) 
Born outside Europe - After publication -0.0451 
(0.0356) 
Control of supply areas Yes 
Control for characteristics in pre-period Yes 
Number of observations (participants) 12920 
R2 0.201
Results 
• Women seem to have benefited most from publication of 
rating values 
• Coefficient estimates for education indicators are not 
statistically significant, but suggest that better educated 
participants choose a job coach with a better rating, and vice 
versa 
• For participants born in a non-European country there is a 
negative correlation (but not statistically significant)
Programme: Group meetings 
___________________________________________ 
• Another popular Swedish ALMP instrument is frequent 
meetings with caseworkers 
 group meetings 
 Individual meetings (face-to-face or digital) 
• RCT for “Right Job” implemented at 14 local PES offices 
Oct 2011- Feb 2013 
 Reason: efficiency gains at office level 
• This study (Gartell, 2014) evaluates the effects of the 
programme wrt 
 Job-related outcomes 
 Costumer satisfaction 
 Caseworkers’ work situation
Concept of RJ 
___________________________________________ 
Start seminars 
(10-20 participants) 
Training on 
writing CVs 
interviews 
Networking etc. 
2 w 
Start operative teams 
(8-12 participants in each team) 
4 w 6 w 
5 seminars 2 weeks 2 weeks 2 weeks
Evaluation technique and method 
___________________________________________ 
• RCT at the individual level 
• Encouragement design - ITT estimation 
• Treatment: participation in group activities + regular PES activities 
• Control: regular PES activities 
• Sample: 
 70 RJ groups were formed at 14 local PES offices 
 2500 individuals half of which randomized into treatment (~50% take-up) 
 Aged 18-24 youth registered for ~ 90 days (majority) 
30-55 older registered at least 6 months 
• Data: 
 register data 
 2 surveys: 30 days (78% answer) and 6 months (72 % answer) after
Findings 
___________________________________________ 
• Job-related outcomes (survey and register data) 
– No effect on job searching but on job proposals 
– 3 % higher probability to have a job within 1-3 months but the effect fades out 
over time 
– Effects stronger for non European born and low educated 
– No difference between treatment and control groups after 4 months and onward 
• Costumer satisfaction (during treatment, no differences 6 months 
after) 
– Higher satisfaction levels 
– More content with PES service 
– More frequent contacts with PES 
• Caseworkers’ situation (73 % or 103 answers; 63 worked with RJ) 
– Allocated 1.5 more h per unemployed 
– No effect on work load or administration burden 
– Higher satisfaction levels: content with group activities; better identification of 
those with most need; better contact with job seekers

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Latest evidence about what works for most disadvantaged - SWEDEN - Christer Gerdes

  • 1. Latest evidence about what works for most disadvantaged - SWEDEN Christer Gerdes Maria Cheung Swedish Public Employment Service
  • 2. Programme: Job coaching ___________________________________________ • One service in Swedish ALMP is job search assistance, even called “Job coaching”. • In 2013 a performance indicator of job coaching providers was made available at an online website. The indicator, called “rating”, was based on previous records on how successful job coaches had been in helping participants to find work. • This study examines to what extent this information affected job seekers choice of job coach.
  • 3. Background • A job placement officer assess if the unemployed should have a job coach • The job placement officer is not allowed to recommend certain providers of job coaching • In case the unemployed does not want to choose actively, she is assigned the job coach closest to her home address
  • 4. The “Rating” • In April 2013 a performance indicator for providers of job coaching was published • The rating is the outcome of comparing the performance of providers of job coaching during the year of 2012 • The rating is divided in one, two, and three stars – one star indicate worse than average – two stars indicate average – Three stars indicate better than average
  • 5. The “Rating” (cont’d) • Participants have been “profiled”, which means that by using a statistical model the chances for each participant of getting a job were estimated • The estimated probabilities for participants of getting a job are compared to the actual outcome, i.e. if participants did find a job during the time they were assigned to a job coach • Weighing up these two produce a value (the “score value”) that is used to compare how well a job coach performed compared to other job coaches • Score values are used to rate the coaches in 1, 2, 3 stars
  • 6. 1st January 2012 14th ”Pre-publication” period November 2012 ”Post-publication” period 30th April 2013 Publication of rating 15th August 2013 Extraction of data Rating-period
  • 7. Analysis • Look at the correlation between participant characteristics and choice of job coach, controlling for pre-period aspects Choice of job coach (certain rating value) = X1B1 + X1*[Post-publication]B2 + β[Post-publication]+ X3B3+ε Variables in vector X1 include indicators for gender, age, education, etc. Vector X1*[Post-publication] includes same variable interacted with post-publication indicator
  • 8. 10 Choice of job coach (certain rating value)= X1B1 + X1*[ After publication]B2 + β[After publication]+ X3B3+ε VARIABLES Baseline Female - After publication 0.0756*** (0.0256) Under 25 years - After publication 0.0346 (0.0472) 50-64 years - After publication -0.00554 (0.0366) short waiting period - After publication (>41 days) -0.0659 (0.0543) longer waiting period - After publication (>120 days) -0.00388 (0.0556) long waiting period - After publication (>256 days) 0.00746 (0.0463) Very long waiting period - After publication (>632 days) -0.0535 (0.0475) Compulsory education less than 9 years - After publication -0.0437 (0.0570) Compulsory schooling 9 years or longer - After publication -0.0290 (0.0390) Short post-secondary education - After publication 0.0555 (0.0552) Long post-secondary education - After publication 0.0534 (0.0421) Born outside Europe - After publication -0.0451 (0.0356) Control of supply areas Yes Control for characteristics in pre-period Yes Number of observations (participants) 12920 R2 0.201
  • 9. Results • Women seem to have benefited most from publication of rating values • Coefficient estimates for education indicators are not statistically significant, but suggest that better educated participants choose a job coach with a better rating, and vice versa • For participants born in a non-European country there is a negative correlation (but not statistically significant)
  • 10. Programme: Group meetings ___________________________________________ • Another popular Swedish ALMP instrument is frequent meetings with caseworkers  group meetings  Individual meetings (face-to-face or digital) • RCT for “Right Job” implemented at 14 local PES offices Oct 2011- Feb 2013  Reason: efficiency gains at office level • This study (Gartell, 2014) evaluates the effects of the programme wrt  Job-related outcomes  Costumer satisfaction  Caseworkers’ work situation
  • 11. Concept of RJ ___________________________________________ Start seminars (10-20 participants) Training on writing CVs interviews Networking etc. 2 w Start operative teams (8-12 participants in each team) 4 w 6 w 5 seminars 2 weeks 2 weeks 2 weeks
  • 12. Evaluation technique and method ___________________________________________ • RCT at the individual level • Encouragement design - ITT estimation • Treatment: participation in group activities + regular PES activities • Control: regular PES activities • Sample:  70 RJ groups were formed at 14 local PES offices  2500 individuals half of which randomized into treatment (~50% take-up)  Aged 18-24 youth registered for ~ 90 days (majority) 30-55 older registered at least 6 months • Data:  register data  2 surveys: 30 days (78% answer) and 6 months (72 % answer) after
  • 13. Findings ___________________________________________ • Job-related outcomes (survey and register data) – No effect on job searching but on job proposals – 3 % higher probability to have a job within 1-3 months but the effect fades out over time – Effects stronger for non European born and low educated – No difference between treatment and control groups after 4 months and onward • Costumer satisfaction (during treatment, no differences 6 months after) – Higher satisfaction levels – More content with PES service – More frequent contacts with PES • Caseworkers’ situation (73 % or 103 answers; 63 worked with RJ) – Allocated 1.5 more h per unemployed – No effect on work load or administration burden – Higher satisfaction levels: content with group activities; better identification of those with most need; better contact with job seekers

Notes de l'éditeur

  1. The program (“Job coaching”) intends to provide the unemployed an agent whose task it is to help her to find a job, usually by assisting the participant to apply for jobs, to prepare for job interviews etc. The reason for allowing the choice of private provider is to allow for new, innovative, and individually formed ways of providing job counseling activities.
  2. There are unpublished results based on relatively limited voluntary surveys for the Australian Job Network showing that only about a third of consumers used the information in the star rating
  3. The way rating values were introduced does not allow estimating more general causal effects, because there is no possibility to quantity the counterfactual outcome, i.e. what would have happened if the PES would not have published rating values So, how to measure an effect? For that purpose we use a method called regression discontinuity analysis. The idea behind that approach is to compare those companies that were at the verge of getting one vs. two stars, and three vs. two stars, respectively. We conduct the analysis by studying the closer environment surrounding the threshold values.