www.kent.ac.uk Education, Training and Establishment Survival William Collier, Francis Green & Young- Bae Kim
Jan 12, 2016
www.kent.ac.uk
Education, Training and Establishment Survival
William Collier, Francis Green & Young-Bae Kim
2
Training and Profits: What Should We Expect in Theory?
Training is beneficial but its benefits diminish after a point
Training is costly
Hence, there is an optimal amount of training
Profitability
Amount of training
3
Human Capital and Business Performance:Evidence to date
Employers’ educational qualifications: positive effect on innovation capability
Labour market experience: positive impact on productivity
Employees’ schooling: positive impact on sophisticated product
Impact on profitability (of employees’ schooling) : little (no) evidence
4
Training and Business Performance:Evidence to date
Impact on employees is generally positive (pay, satisfaction and commitment)
Effect on labour productivity also positive
Returns to training are found to be high for a particular group of workers
Benefits to training may be external to the individual trainee but internal to the organisation
Impact on profitability: little evidence
Lacking data on training costs and profits: often proxies such as sales growth are used or subjective measures
5
Training and Establishment Survival
Establishment survival is an objective indicator of long-term profitability
Hence, if training is sub-optimal more training would raise the profits of the establishment and thereby raise the chances of commercial survival
Previous evidence supportive Over 1990-1998, a 10 percentage point increase in training of non-
manual workers associated with a 0.8 percentage point reduction in the risk of closure
Objectives: To update and extend this finding over 1998-2004 To distinguish between the effects of training different sections of the
workforce and between those of different industries
6
The Workplace Employment Relations Surveys
The paper utilises data drawn from the Workplace Employment Relations Survey (WERS) 1998 and 2004
Series of surveys carried out on a stratified random sample of British Establishments
Collects information from a range of establishment representatives
Includes a random sample of 25 employees from each establishment
Provides evidence about a broad range of industrial relations and employment practices
7
WERS 1998 Cross-section Survey
Management Questionnaire (MQ) 2,191 establishments with 10 or more employees Enables breakdown of employment across establishments by Industry
and Occupation Provides information on establishment characteristics including
ownership, size, skill needs, recruitment practices, trade union representation, fair treatment at work, pay determination etc
Also provides measures of formal off-the-job training to experienced employees in the largest occupational group
Survey of Employees (SEQ) Random sample of 25 employees Provides information about training for which employees had been given
time off from their normal duties And about highest educational qualifications of employees
8
WERS 2004 Panel Survey
Retraces establishments in the 1998 Cross-section
Provides an objective measure of commercial survival 1,479 workplaces selected to be traced for re-interview Remaining 712 establishments contacted by telephone to
establish whether still in existence 1,906 establishments still in existence, 273 closed down, 12
could not be determined Excluding establishments for which information is incomplete or
missing results in working sample of 2,062 workplaces
9
Training and Establishment Closure
Incidence of Training: Whether the establishment trained its employees 76% of establishments provided training to the largest
occupational group 49% of establishments provided 2 or more days of training 95% incidence of training in public sector compared to 70% In
private sector Higher incidence & duration of training for non-manual
employees
Workplace Closure Average closure rate of 14.8% between 1998 and 2004 Private sector closure rate of 17.9% Public sector closure rate of 5.5%
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Training and Establishment Closure
0%
5%
10%
15%
20%
25%
30%
No Training Less than 2 days 2 days or more
Clo
sure
(w
eigh
ted
%)
11
Employees’ Educational Attainment and Establishment Closure
0
5
10
15
20
25
None o
f the f
ollowing
CSE/GCSE(d-
g)
O level
/GCSE(a- c)A le
vel
Degree
Postgrad
uate
Clo
sure
(w
eig
hted %
)
12
Education, Training and Establishment Closure:Multi-variate Analysis
Dependent variable is workplace closure between the 1998 & 2004 Surveys
Training measures for investigation: Length of training: No training, <2 days, and 2+ days
Proportion of trained employees: None, 1 to 99%, all employees
Education measures: Average educational attainment of employees in the establishmt.
Additional Controls: Establishment age, size, independence, proportion of part-time
employees, union recognition, public sector affiliation, use of quality circles and controls for occupation, industry and region
13
Main Findings
Establishments which provide training are 9 percentage points less likely to close down than non-trainers, regardless of the length in training
Training providers are 10 percentage points less likely to close down than non-trainers, regardless of the proportion of employees receiving training
Also a statistically significant negative effect of average educational attainment on establishment closure
Other controls meaningful and broadly consistent with previous literature
Similar findings for training measures derived from the Survey of Employees
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The Effects of Education and Training on Establishment Closure (MQ)
Dependent Variable Establishment Closure between 1998 and 2004 (0/1)
(1) (2) (3) (4) (5)
Training: less than 2 days -0.124 -0.087
(3.56)^ (3.85)^
Training: 2 or more days -0.130 -0.091
(3.49)^ (3.56)^
Training: 1 to 99% of employees -0.121 -0.098
(3.28)^ (3.72)^
Training: 100% of employees -0.148 -0.095
(4.38)^ (4.57)^
Educational Qualification -0.034 -0.044 -0.046
(1.73)* (2.80)^ (2.93)^
Pseudo R2 0.0398 0.0480 0.0086 0.2648 0.2664
Sample Size 2030 2062 1694 1649 1672
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The Effects of Education and Training on Establishment Closure (SEQ)
Dependent Variable Establishment Closure between 1998 and 2004 (0/1)
(1) (2) (3) (4) (5)
Training: less than 2 days -0.079 -0.033
(0.80) (0.47)
Training: 2 or more days -0.246 -0.127
(1.80)* (1.39)
Training: Proportion of employees -0.223 -0.089
(3.42)^ (1.55)
Educational Qualification -0.033 -0.055 -0.055
(1.59) (2.74)^ (2.66)^
Pseudo R2 0.0181 0.0351 0.0079 0.2263 0.2250
Sample Size 1607 1607 1607 1586 1586
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Additional Findings
Further investigation of the impact of training by industry and occupation is supportive of the main findings
However, the gains from training vary substantially across different sub-groups Evidence of sub-optimal training for Manufacturing,
Construction, Wholesale/retail, Hotels/restaurants and Transport Significant negative impact of association on establishment
closure for Clerical/secretarial, Craft/skilled, Personal Service, and Operative/assembly occupations
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Conclusions
Training participation has an important impact on an establishment’s chances of commercial survival
But, among those that do train, more training makes little or no difference to survival chances
There are some differences in the impacts of training on survival within the occupational and industrial sub-groups
One interpretation is that those establishments that think about training choose the optimal (private) amount, while many of those who don’t train don’t think about it
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Policy Implications
Evidence of a negative association between training and establishment closure is supportive of the notion that establishments are under-investing in training
Hence, the employer could improve long-term profitability by making a better training decision
Where private underinvestment does not occur, evidence to suggest that trainers are strategic thinkers
Yet in this instance, training is only optimal from the employer’s point of view (i.e. private decision making) May still need public intervention
Training may have external benefits that arise through labour mobility