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TRANSFORMING LEARNING AND DEVELOPMENT (L&D) PRACTICES
INTO A STRATEGIC, VALUE-ADDING BUSINESS SOLUTION: A
CONCEPTUAL AND BUSINESS-MINDED FRAMEWORK
PhD RESEARCH
CHAPTER 4 – RESEARCH FINDINGS
CHARLES COTTER
STUDENT NUMBER: 21512884
orcid.org 0000-0002-6697-0929
PRESENTATION OVERVIEW - CHAPTER 4: RESEARCH
FINDINGS
• Research objectives, method and tool
• Sample – method, size and response rate
• Statistical type, method and process
• Detailed discussion of research findings:
❑Descriptive statistics
❑Intergroup comparisons
RESEARCH PROBLEM STATEMENT AND
RESEARCH OBJECTIVES
• Research problem statement:
❑ “Learning and Development practices exhibit the inability to actively contribute to
business performance at a strategic level”
• Research objectives:
❑ To determine the current strategic levels of L&D impact
❑ To determine the priority factors driving strategic L&D; the current state of L&D
readiness to deliver these strategic factors and determine the differential i.e. the L&D
capability gap index
❑ To construct an internationally-relevant and multi-disciplinary applicable, Strategic
Business Management-aligned, Learning and Development measurement tool
(scorecard)
❑ To develop a conceptual framework and business-valued processes to transform and re-
position the L&D function to become a strategic learning partner
THE RESEARCH INSTRUMENT:
QUESTIONNAIRE
• Subject to a comprehensive literature study, the ten (10) foremost factors
of Strategic L&D were identified.
• From these characteristics, respective sub-factors (x85) were identified.
These sub-factors served as the basis of the construction of an itemized
(x175) questionnaire. Compliance and corresponding (strategic)
importance questions. Refer to Annexure 2.
• A four (4) point Likert-type scale was utilised, for both type of questions.
• A survey was the primary data collection tool.
• The Ph.D. researcher applied the Cronbach’s alpha test, with an acceptable
alpha range 0.7-0.8, to measure the internal consistency (reliability) of the
Likert scale.
THE RESEARCH INSTRUMENT:
QUESTIONNAIRE
• The questionnaire was tested with a pilot group before
distribution to the larger research population.
• A smaller, sample 21-24 representatives of the targeted
respondents comprised of trusted, business associates received
the three (3) Survey Monkey online questionnaire links and were
requested to complete the survey questionnaire.
❑https://www.surveymonkey.com/r/LCLF8GJ
❑https://www.surveymonkey.com/r/L3WJ3PG
❑https://www.surveymonkey.com/r/L5CCWFC
• Online survey link (open for 6 weeks):
❑https://www.surveymonkey.com/r/WMQX579
SAMPLE
• Sampling method: Convenience and Purposive
• Sample size: 7 259
• Number of respondents: 492
• Response rate: 6.78%
• Number of valid and complete questionnaires: 463
THE STATISTICAL TYPE, METHOD AND
PROCESS
• Quantitative data analysis
• The descriptive statistics used in the Ph.D. research study include:
❑Frequency distributions/percentages
❑Means and
❑Standard deviations
• The inferential statistics used in the proposed Ph.D. research study include:
❑Analysis of variance (ANOVA)
❑T-test
• Factor Analysis
• Statistical analysis (by means of SPSS – 2.5 months)
FREQUENCIES AND PERCENTAGES OF INDIVIDUAL AND
INDUSTRY-RELATED DATA
• Geographical region (refer to Table 4.1 and Figure 4.1)
• Tenure (refer to Table 4.2 and Figure 4.2)
• Size of the organization (refer to Table 4.3 and Figure
4.3)
• Industry/sector (refer to Table 4.4 and Figure 4.4)
• Position in the organization (refer to Table 4.5 and
Figure 4.5)
355
(76.7%)
64
(13.8%) 44
(9.5%)
0
50
100
150
200
250
300
350
400
1
Geographic region frequency/percentage
South Africa Rest of Africa Rest of World
32
(6.9%)
111
(24%)
83
(17.9%
63
(13.6%)
174
(37.6%)
0
20
40
60
80
100
120
140
160
180
200
1
Tenure frequency/percentage
Less than 1 year 1-3 years 4-6 years 7-9 years 10+ years
129
(27.9%)
43
(9.3%)
63
(13.6%)
177
(38.2%)
51
(11%)
0
20
40
60
80
100
120
140
160
180
200
1
Size of organisation frequency/percentage
Large/global Large/national Medium Small Sole Proprietor
41
(8.9%)
50
(10.8%) 39
(8.4%)
74
(16%)
33
(7.1%)
140
(30.2%)
17 14 16
20
(4.3%) 19
0
20
40
60
80
100
120
140
160
1
Sectoral frequency/selected percentages
PSETA AND LGSETA FASSET, BANKSETA AND INSETA
CETA, FPM AND MERSETA EDUCATION
MICT SETA SERVICES SETA
TETA AND W&RSETA NGO AND SASSETA
HWSETA AND CHIETA MQA AND EWSETA
AGRISETA, CATHSSETA AND FOODBEV SETA
33
(7.1%)
74
(16%)
62
(13.4%)
71
(15.3%)
23
(5%)
21
(4.5%)
63
(13.6%)
77
(16.7%)
39
(8.4%)
0
10
20
30
40
50
60
70
80
90
1
Position in organisation frequency/percentage
Academic and Educator Business, Ops and Line Manager
HR Manager/Practitioner L&D Manager
Trainer OD Specialist
SME & Consultant Training Administrator
Training Provider
MEAN SCORES
• Overall mean scores
• Mean scores per geographic region – compliance and importance (refer to
Table 4.6 and Figure 4.6)
• Mean scores per tenure – compliance and importance (refer to Table 4.7
and Figure 4.7)
• Mean scores per size of the organization – compliance and importance
(refer to Table 4.8 and Figure 4.8)
• Mean scores per industry/sector – compliance and importance (refer to
Table 4.9 and Figure 4.9)
• Mean scores per position in organization – compliance and importance
(refer to Table 4.10 and Figure 4.10)
OVERALL MEAN SCORES
• By referring to Table 4.14, it is apparent that the overall mean score for the
measurement of the strategic value and impact (compliance) of L&D for the
group of respondents is 2.92.
• By referring to Table 4.17, it is apparent that the overall mean score for the
importance of each of the factors is 3.23.
• Therefore, the overall L&D Capability Gap Index is -0.31.
• Given the fact that the numeric indicator of three (3) in the questionnaire is
descriptive of agreement with the strategic L&D variables, the overall mean
of 2.92 would suggest a below average, strategic impact and value
(maturity) of L&D practices.
• The L&D Capability Index of -0.31 would suggest that the overall state of
readiness is alarmingly low.
2.92
3.04
2.8
3.29
3.35
3.06
260
270
280
290
300
310
320
330
South Africa Rest of Africa Rest of the World
Mean scores per geographic region -
compliance and importance
Compliance Importance
3.02
2.9 2.91
2.93
2.86
3.21 3.22 3.22
3.24
3.26
275
280
285
290
295
300
305
310
315
320
325
Less than 1 year 1-3 years 4-6 years 7-9 years 10+ years
Mean scores per tenure - compliance and
importance
Compliance Importance
2.93
2.88 2.89
2.92
2.97
3.27
3.14
3.22 3.23
3.34
Large/global Large/national Medium Small Sole Proprietor
Mean scores per size of the organization –
compliance and importance
Compliance Importance
2.76
2.93
3.02
3.0
3.04
2.92
2.88
2.73
3.03
2.96
2.88
3.14
3.19
3.19
3.28
3.17
3.27
3.1
3.23
3.34
3.38
3.23
PSETA AND LGSETA
FASSET, BANKSETA AND…
CETA, FPM AND MERSETA
EDUCATION
MICT SETA
SERVICES SETA
TETA AND W&RSETA
NGO AND SASSETA
HWSETA AND CHIETA
MQA AND EWSETA
AGRISETA, CATHSSETA AND…
Means scores per industry/sector - compliance
and importance
Importance Compliance
2.91
2.90
2.85
2.92
2.86
3.1
2.91
3.07
2.82
3.14
3.12
3.18
3.22
3.2
3.36
3.21
3.38
3.21
Academic and Educator
Business, Ops and Line Manager
HR Manager/Practitioner
L&D Manager
Trainer
OD Specialist
SME & Consultant
Training Administrator
Training Provider
Mean scores per position in organisation
Importance Compliance
COMPARATIVE ANALYSIS: PERCEPTUAL GAP OF L&D
CAPABILITY GAP INDEX
• The researcher attempted to identify if a perceptual gap exists
between the respondent clusters who represent HR/L&D
management and business, operational and line management
(non-L&D).
• By referring to Table 4.11, it is apparent that there’s a significant
perceptual gap between the clusters of groups representing:
❑HR/L&D (N = 273, average of -0.33) and
❑Business, operations and line management - non-HR/L&D (N = 192,
average of -0.26) for the L&D capability gap index
• The latter group regard the L&D capability gap index as less
(narrower) than the former group.
FACTOR ANALYSIS
• A total of 465 valid questionnaires were completed which is higher than the recommended
minimum sample size of 300 which is required for exploratory factor analysis.
• A comprehensive factor analysis of the ten (10) theoretical strategic L&D factors was
conducted.
• The extraction method utilised was principal axis factoring. The rotation method was Direct
Oblimin with Kaiser normalization. The rotation converged in 26 iterations with the
compliance questions and 36 iterations with the importance questions. The KMO value for
the importance items as 0,973 and for compliance it was 0,970.
• In both cases, Bartlett’s test was significant (p<0.001). Sampling adequacy could thus be
assumed.
• The Kaiser criterion suggested that between 10 and 12 factors could be extracted. Various
solutions around these values were explored, but appeared that a 10-factor solution fits the
data the best, explaining 66,015% of variance in the case of the importance questions and
60,039% of variance in the compliance items.
• Refer to Appendix A (compliance questions) and Appendix B (importance questions).
RELIABILITY OF FACTORS/SCALES
• Refer to Table 4.12
• Cronbach’s alpha test was utilised to determine the reliability of the 10 factors/scales.
• A reliability coefficient of 0.70 or higher is considered “acceptable” in most social science
research. By referring to Table 4.12, the Cronbach’s Alpha Coefficient ranges between 0.839
and 0.945, which would suggest a high reliability index, for all ten (10) factors.
• By referring to the relationship between corrected item-total correlation, which typically
should be greater than 0.25, all 83 of the questionnaire items (compliance) are higher than
0.25. The range was 0.484 to 0.816.
• By referring to the relationship between corrected item-total correlation, which typically
should be greater than 0.25, all of the 79 questionnaire items (importance) are higher than
0.25. The range was 0.484 to 0.796.
• The average rating of the Inter-Item Correlation (mean) should typically should be between
0.15 and 0.5. Items less than 0.15 have poor inter-item correlations, indicative that they are
not well related to each other and, therefore, might not be appropriate for measuring a
single construct. Conversely, items that are higher than 0.50 tend to be very similar to each
other, almost to the point that they may be regarded as redundant.
DESCRIPTIVE AND INFERENTIAL STATISTICS:
STRATEGIC L&D FACTORS AND SUB-FACTORS
• Mean scores – compliance of Strategic L&D factors (refer to
Table 4.13 and Figure 4.11)
• Average scores – compliance of sub-factors (refer to Tables 4.14
and 4.15)
• Mean scores – importance of Strategic L&D factors (refer to
Table 4.16 and Figure 4.12)
• Average scores – importance of sub-factors (refer to Tables 4.17
and 4.18)
• Strategic L&D Capability Gap Index (refer to Table 4.19 and
Figures 4.13 and 4.14)
2,7511
2,7675
2,8184
2,8316
2,8954
2,9095
2,9674
2,9710
3,0145
3,2721
2,4 2,5 2,6 2,7 2,8 2,9 3 3,1 3,2 3,3 3,4
Learning admin
Curating modern
Learning architecture
Top management
Enhanced skills
Future-proofing
Strategic mindset
Learning strutures
Learning solutions
Evidence based
Strategic L&D factor mean scores - compliance
MEAN SCORES – COMPLIANCE OF
STRATEGIC L&D FACTORS
• By referring to Table 4.13 and Figure 4.11, the three (3) most
compliant factors are (in descending order):
❑Evidence-based, business metrics and predictive analytics (3.27);
❑Provision of learning solutions (3.01) and
❑Learning structures and roles (2.97).
• By referring to Table 4.13 and Figure 4.11, the three (3) least
compliant factors are (in ascending order):
❑Learning administration, assessment and –processes (governance)
(2.75);
❑Curating modern learning experiences (2.77) and
❑Learning architecture and design (2.82).
AVERAGE SCORES – COMPLIANCE OF SUB-
FACTORS
• By referring to Table 4.14, the five (5) worst performing (least
compliant) sub-factors are:
❑Line managers are competent in conducting accurate training
needs analyses – 65%;
❑The L&D function has migrated from manual to automated
processes – 67%;
❑L&D practitioners are sufficiently competent to effectively manage
large volumes of data of organisation-wide workforce analytics –
67%;
❑The organisation invests heavily in technology-enabled learning
tools – 67% and
❑The L&D function has adopted scientifically valid measurement
processes to evaluate talent development performance – 67%.
AVERAGE SCORES – COMPLIANCE OF SUB-
FACTORS
• By referring to Table 4.15, the five (5) best performing
(most compliant) sub-factors are:
❑L&D practices make an effective contribution to the
achievement of key strategic goals – 79%;
❑The L&D function is a vital source of sustainable competitive
advantage for the organisation – 78%;
❑The L&D function is instrumental in sustaining a robust
organisational learning culture – 77%;
❑Human performance is an organisational strategic priority, at
the hub of business decision-making – 77% and
❑When utilising outsourced training providers, the L&D
function ensures that Service Level Agreements are enforced
– 77%.
3,1664
3,1836
3,1955
3,2140
3,2309
3,2397
3,2580
3,2721
3,3343
3,0500 3,1000 3,1500 3,2000 3,2500 3,3000 3,3500
Evidence based
Curating modern
Learning architecture
Future proofing
Top management
Learning admin
Learning strutures
Strategic mindset
Enhanced skills
Strategic L&D factors mean scores -
importance
MEAN SCORES – IMPORTANCE OF
STRATEGIC L&D FACTORS
• By referring to Table 4.16 and Figure 4.12, the three (3) most
strategically important factors are (in descending order):
❑Enhanced skills set of L&D professionals (3.33);
❑Strategic mind-set and alignment with business goals (3.27) and
❑Learning structures (3.26).
• By referring to Table 4.16 and Figure 4.12, the three (3) least
strategically important factors are (in ascending order):
❑Evidence-based, business metrics and predictive analytics (3.17);
❑Curating modern learning experiences (3.18) and
❑Learning architecture (3.2).
AVERAGE SCORES – IMPORTANCE OF SUB-
FACTORS
• By referring to Table 4.17, the five (5) least important strategic
L&D sub-factors are:
❑How strategically important is it for the L&D function to provide
incentives for skills sharing, through the facilitation of skills transfer from
extended stakeholders? – 77%;
❑How strategically important is it for your organisation to invest heavily in
technology-enabled learning tools? – 77%;
❑How strategically important is it for the L&D function to develop an
integrated digital learning experience for all employees? – 78%;
❑How strategically important is it for the L&D function to migrate from
manual to automated processes? – 78%;
❑How strategically important is it for L&D practitioners to utilise data-
derived metrics to measure L&D performance? – 78% and
❑How strategically important is it for the organisational learning
architecture to enable employees to access digital learning content from
a range of sources? – 78%.
AVERAGE SCORES – IMPORTANCE OF SUB-
FACTORS
• By referring to Table 4.18, the five (5) most important
strategic L&D sub-factors are:
❑How strategically important is it for L&D practitioners to keep
abreast of modern L&D technologies? – 86%;
❑How strategically important is it for L&D to be a visionary
function, with a clear view of the critical skills needed in the
future? – 85%;
❑How strategically important is it L&D practitioners to effectively
apply conceptual thinking skills? – 85%;
❑How strategically important is it for the L&D function to perform
as a cohesive professional unit, delivering value to your
organisation? – 85% and
❑How important is it for L&D practitioners to be strategic learning
partners, who have good insight of your core business processes?
– 84%.
2,7511 2,7675 2,8184 2,8316 2,8954 2,9095 2,9674 2,9710
3,27213,2397 3,1836 3,1955 3,2309 3,3343
3,214 3,2721 3,258 3,1664
0
0,5
1
1,5
2
2,5
3
3,5
4 Comparison: Compliance and Importance
Compliance Importance
0.1057
-0.2870
-0.3046
-0.3048
-0.3770
-0.3993
-0.4160
-0.4389
-0.4886
Evidence based
Learning structures
Future-proofing
Strategic mindset
Learning architecture
Top Management
Curating modern
Enhanced skills
Learning Admin
Strategic L&D Capability Gap Index
INTERGROUP COMPARISONS
• ANOVA – compliance and importance per geographic region - refer to Table 4.20
• Mean scores per strategic L&D factor per geographic region (compliance) – refer
to Table 4.21
• Mean scores per strategic L&D factor per geographic region (importance) - refer to
Table 4.22
• ANOVA – compliance and importance per tenure - refer to Table 4.23
• Mean scores per strategic L&D factor per tenure (compliance) - refer to Table 4.24
and Figure 4.15
• Mean scores per strategic L&D factor per tenure (importance) - refer to Table 4.25
and Figure 4.16
• Mean scores per Strategic L&D factor per size of the organization (compliance and
importance) - refer to Figures 4.17 and 4.18
INTERGROUP COMPARISONS – ANOVA’S
• ANOVA – compliance and importance per geographic region
❑ The ANOVA significance factors less than 0,05 represent significant differences. By
referring to Table 4.20, the range is between 0.001 and 0.445. Significant differences are
noted in the 6 factors.
• ANOVA – compliance and importance per tenure
❑ The ANOVA significance factors less than 0,05 represent significant differences. The
ANOVA significance factors range between 0.039 and 0.927. The only significant
difference is noted in the following factor, Curating modern learning – Compliance
(0.039)
• Remainder of ANOVA’S
❑ Given that the number of pairwise comparisons became too much when there are too
many groups, the researcher decided not to use ANOVA’s for the remaining three
demographic variables. Even though an ANOVA itself can be done, the motivation and
logic of this decision is based on the fact that the post hoc analysis will not be
meaningful to interpret.
INTERGROUP COMPARISONS – MEAN
SCORES
• Mean scores per strategic L&D factor per geographic region (compliance and
importance)
❑ Given a comparative intergroup analysis, there were no significant variances of the
mean scores per strategic L&D factor per geographic region. Minor exceptions are
mentioned in paragraphs 4.6.2 and 4.6.3.
• Mean scores per strategic L&D factor per tenure (compliance and importance)
❑ Given a comparative intergroup analysis, there were no significant variances of the
mean scores per strategic L&D factor per tenure. Minor exceptions are mentioned in
paragraphs 4.6.5 and 4.6.6.
• Mean scores per Strategic L&D factor per size of the organization (compliance and
importance)
❑ By referring to figures 4.17 and 4.18, there were no significant differences based on the
size of the organisation for the strategic L&D factors based on compliance and
importance, respectively.
MEAN SCORES
PER STRATEGIC
L&D FACTOR
PER TENURE
(COMPLIANCE)
MEAN SCORES
PER STRATEGIC
L&D FACTOR
PER TENURE
(IMPORTANCE)
MEAN SCORES
PER STRATEGIC
L&D FACTOR PER
SIZE OF THE
ORGANISATION
(COMPLIANCE)
MEAN SCORES
PER STRATEGIC
L&D FACTOR PER
SIZE OF THE
ORGANISATION
(IMPORTANCE)
SUMMARY OF FINDINGS
• The chapter commenced by reporting on the description of the sample (maximum
of 465 respondents), namely: the frequencies of the geographical region;
industry/sector; position; tenure as well as the size of the company.
• This was followed by descriptive statistics, these being, mean scores per
geographical region; industry/sector; tenure; position and size of company.
• The most significant findings included the overall mean score of 2.92 (compliance),
which is indicative of a below average state of strategic L&D maturity.
• Furthermore, an overall mean score of 3.23 (importance) and the overall L&D
Capability Gap Index of -0.31, was computed.
• This was followed by factor analysis, which determined that the original, ten (10)
theoretical factors/scales of L&D be re-grouped and utilised accordingly.
• Various reliability tests confirmed a high degree of reliability of these factors.
SUMMARY OF FINDINGS
• The focus then shifted to reporting on the mean scores of each of these ten (10) factors.
Alarmingly, only two (2) of the factors scored a mean above the agree point (3).
• All ten (10) factors scored a mean of higher than the agree point (3), which is indicative of
the strategic business importance and relevance of these factors.
• When computing the resultant, Strategic L&D Capability Gap Index, only one (1) factor,
evidence-based business metrics and predictive analytics, was positive. All other factors
scored a deficit, which is indicative of the low degree of readiness.
• There is also a perceptual gap between HRM/L&D managers and business, line and
operational managers (non-L&D).
• The researcher also identified the most and least compliant as well as the most and least
important sub-factors.
• The chapter concluded by discussing ANOVA tests of inter-group comparisons drawn from
the various sub-groups. No significant and noteworthy variances were recorded.
• ANOVA’s were used for two of the demographic variables only, namely: geographic region
and tenure.
CONCLUSION
• Conclusion
• Questions
• The way forward
• The final chapter of this Ph.D. thesis will focus on
drawing research conclusions and making
recommendations with regard to how L&D practices
can be transformed to become a strategic learning
partner.
TRANSFORMING LEARNING AND DEVELOPMENT (L&D) PRACTICES
INTO A STRATEGIC, VALUE-ADDING BUSINESS SOLUTION: A
CONCEPTUAL AND BUSINESS-MINDED FRAMEWORK
PhD RESEARCH
CHAPTER 5 – RESEARCH CONCLUSIONS AND RECOMMENDATIONS
CHARLES COTTER
STUDENT NUMBER: 21512884
orcid.org 0000-0002-6697-0929
PRESENTATION OVERVIEW - CHAPTER 5: RESEARCH
CONCLUSIONS AND RECOMMENDATIONS
• Research Conclusions – objectives #1-4
• Research Recommendations - objectives #1-4
• Strategic L&D Maturity Model
• Maturity Model of Strategic L&D factors
• Strategic Learning and Development Scorecard
• Strategic Learning and Development Conceptual Framework
RESEARCH CONCLUSIONS – OBJECTIVES
#1-4
❑To determine the current strategic levels of L&D impact
(maturity)
❑To determine the priority factors driving strategic L&D; the
current state of L&D readiness to deliver these strategic factors
and determine the differential i.e. the L&D capability gap index
❑To construct an internationally-relevant and multi-disciplinary
applicable, Strategic Business Management-aligned, Learning
and Development measurement tool (scorecard)
❑To develop a conceptual framework and business-valued
processes to transform and re-position the L&D function to
become a strategic learning partner
#1: TO DETERMINE THE CURRENT STRATEGIC LEVELS
OF L&D IMPACT (MATURITY)
• The overall, cross-industry strategic impact and value of L&D practices is
unsatisfactory and indicative of a below average state of strategic L&D
maturity.
• The fact that the overall mean score for all industries (N = 463) is 2.92
(compliance), is testament to this fact.
• There is considerable room for improvement in all industries/sectors and
geographical regions.
• It can be concluded that for the most part, current L&D practices are not
strategic when measured against the identified 10 factors and related sub-
factors of strategic L&D.
• There are pockets of excellence in certain industries/sectors and geographical
regions, but largely the L&D practices can be perceived as a reactive,
administrative function and not as a proactive, strategic learning partner.
#1: TO DETERMINE THE CURRENT STRATEGIC LEVELS
OF L&D IMPACT (MATURITY)
• The Ph.D. researcher decided to categorize the levels of strategic
L&D maturity into four (4) categories, namely:
❑Level 1: Traditional L&D (mean score range of 1 - 2.49);
❑Level 2: Transactional L&D (mean score range of 2.5 – 2.99);
❑Level 3: Transformational L&D (mean score range of 3.0 – 3.49) and
❑Level 4: Strategic L&D (mean score range of 3.5 – 4.0).
• It is apparent that the overall mean score (2.92) would suggest
that the majority of L&D practices can be pegged at a Level 2:
Transactional L&D of the strategic L&D maturity model, on the
cusp of Level 3: Transformational L&D.
• This level of strategic L&D maturity is illustrated by Figure 5.1
below.
STRATEGIC L&D MATURITY MODEL
Level 4: Strategic L&D
(mean range of 3.5 - 4.0)
Level 3: Transformational L&D
(mean range of 3.0 - 3.49)
Level 2: Transactional L&D
(mean range of 2.5 - 2.99)
Level 1: Traditional L&D
(mean range of 1.0 - 2.49)
#1: TO DETERMINE THE CURRENT STRATEGIC LEVELS
OF L&D IMPACT (MATURITY)
• Refer to Table 5.1, the three (3) most compliant and three (3) least
compliant factors.
• The research findings, would suggest that the priority strategic
L&D factors that L&D managers should focus on to facilitate the
improvement of their strategic impact (maturity) are:
❑1. Learning administration, assessment and –processes (governance)
(2.75);
❑2. Curating modern learning experiences (2.77) and
❑3. Learning architecture and design (2.82).
• Refer to Table 5.4 for the researcher’s recommended
improvement strategies in this regard.
#1: TO DETERMINE THE CURRENT STRATEGIC LEVELS
OF L&D IMPACT (MATURITY) – X10 FACTORS
• Refer to Table 5.1: Relative ranking and Level of Maturity of the strategic L&D factors mean scores
• It is apparent that only two (2) of the total of ten (10) strategic L&D factors scored a mean of higher
than 3, which is the (Likert scale) indicator of agreement/compliance from the questionnaire.
• Collectively, it can be deduced that the current L&D practices are operating at a transactional level, and,
therefore, do not offer a significant and meaningful strategic value proposition.
• Furthermore, current L&D practices seemingly have mastered the traditional and transactional L&D
functions, however, L&D does not appear to be adding much strategic value in its extended role as a
change/transformational facilitator (level 3) and strategic learning partner (level 4).
• In particular, there are glaring shortcomings and gaps regarding the learning administration, assessment
and -processes (governance) and curating of modern learning experiences in a dynamically changing
business environment.
• It is apparent that the majority of L&D factors i.e. 8 can be pegged at a Level 2: Transactional L&D of
strategic L&D maturity, whereas only 2 of the factors can be pegged at Level 3: Transformational L&D.
• This would suggest a relatively low degree of L&D maturity.
• These levels of maturity of the strategic L&D factors are illustrated by Figure 5.2.
MATURITY MODEL OF STRATEGIC L&D
FACTORS
Level 4: Strategic L&D
(mean range of 3.5 - 4.0)
Level 3: Transformational L&D
(mean range of 3.0 - 3.49)
•#2: Evidence based metrics
•#4: Learning solutions
Level 2: Transactional L&D
(mean range of 2.5 - 2.99)
•#5: Learning structures & roles
•#1: Strategic mindset
•#7: Future-proofing organization
•#6: Enhanced skills of L&D prof’s
•#9: Top management support
•#3: Learning architecture
•#8: Curating modern learning
•#10: Learning administration/governance
Level 1: Traditional L&D (mean range of 1.0 -2.49)
#2: TO DETERMINE THE PRIORITY FACTORS DRIVING STRATEGIC L&D;
THE CURRENT STATE OF L&D READINESS TO DELIVER THESE STRATEGIC
FACTORS AND DETERMINE THE DIFFERENTIAL
• Refer to Table 5.2 for the three (3) most strategically important and the
three (3) least strategically important factors
• Refer to Table 5.2: Relative ranking and Level of Importance of the strategic
L&D factors mean scores
• All ten (10) factors scored a mean of higher than the agree point (3), which
is indicative of the Level 3: Transformational L&D business importance and
relevance of these factors.
• It is apparent that eight (8) of the nine (9) factors, in which the strategic
L&D capability gap index could be computed, were deficient i.e. where the
compliance mean was lower than the importance mean score.
• Factor #2, Evidence-based, business metrics and predictive analytics
(mean score of 0.1057) was the only exception, in that the compliance
mean score exceeded the importance mean score.
#2: TO DETERMINE THE PRIORITY FACTORS DRIVING STRATEGIC L&D;
THE CURRENT STATE OF L&D READINESS TO DELIVER THESE STRATEGIC
FACTORS AND DETERMINE THE DIFFERENTIAL
• Refer to Table 5.3, which suggests that the priority
strategic L&D factors that L&D managers should focus
on to facilitate the improvement of their strategic level
of readiness are:
❑1. Learning administration, assessment and –processes
(governance) (-0.49);
❑2. Enhanced skills set of L&D professionals (-0.44) and
❑3. Curating modern learning experiences (-0.42).
• Refer to Table 5.4 for the researcher’s recommended
improvement strategies in this regard.
#2: TO DETERMINE THE PRIORITY FACTORS DRIVING STRATEGIC L&D;
THE CURRENT STATE OF L&D READINESS TO DELIVER THESE STRATEGIC
FACTORS AND DETERMINE THE DIFFERENTIAL
• By referring to the Strategic L&D Capability Gap Index research findings, the
research decided to categorize the levels of strategic L&D readiness into four (4)
categories, namely:
❑ Level 1: Alarming (capability gap index range -0.5 and lower);
❑ Level 2: Low (capability gap index range of 0 to -0.49);
❑ Level 3: Moderate (capability gap index range of 0.01 to 0.49) and
❑ Level 4: High (capability gap index range of 0.5 and higher).
• The mean Strategic L&D Capability Gap Index of -0.31, would suggest a low
degree of L&D readiness.
• Based on the research findings, it is apparent that the majority of L&D factors i.e.
8 can be pegged at a Level 2: Low state of readiness, whereas only 1 of the
factors, namely Evidence-based, business metrics and predictive analytics can be
pegged at Level 3: Moderate state of readiness.
• Refer to Figure 5.3.
LEVEL OF READINESS MODEL:
STRATEGIC L&D FACTORS
Level 4: High state of readiness
(Strategic L&D Capability Gap Index range of 0.5 and higher)
Level 3: Moderate state of readiness
(Strategic L&D Capability Gap Index range of 0.01 to 0.49)
•#2: Evidence-based metrics
Level 2: Low state of readiness
(Strategic L&D Capability Gap Index range of 0 to -0.49)
•#5: Learning structures & roles
•#7: Future-proofing organization
•#1: Strategic mindset
•#3: Learning architecture
•#9: Top management support
•#6: Enhanced skills of L&D prof’s
•#8: Curating modern learning experiences
•#10: Learning administration/governance
Level 1: Alarming state of readiness
(Strategic L&D Capability Gap Index range of -0.5 and lower)
#3: TO CONSTRUCT AN INTERNATIONALLY-RELEVANT AND MULTI-DISCIPLINARY
APPLICABLE, STRATEGIC BUSINESS MANAGEMENT-ALIGNED, LEARNING AND
DEVELOPMENT MEASUREMENT TOOL (SCORECARD)
• Refer to Figure 5.4 for a 74-item, weighted Strategic L&D Scorecard
• The key components of the Scorecard include:
❑Key Performance Areas (KPA’s) – i.e. strategic L&D factors
❑Objective/s (per KPA)
❑Key Performance Indicators (KPI’s) i.e. Strategic L&D sub-factors
(Measures)
❑Targets
❑Priority/importance of the KPI
❑Compliance rating of the KPI
❑Calculation of the L&D Capability Gap Index
❑Improvement Initiatives
❑Calculation of sub-totals
❑Calculation of grand total
#4: TO DEVELOP A CONCEPTUAL FRAMEWORK AND BUSINESS-VALUED
PROCESSES TO TRANSFORM AND RE-POSITION THE L& D FUNCTION TO
BECOME A STRATEGIC BUSINESS PARTNER
• Refer to Figure 5.5 for the Strategic Learning and Development Conceptual Framework, for
the PhD researcher’s contribution to the global L&D body of knowledge.
• The key components of this conceptual framework include:
❑ Enablers
❑ Inputs
❑ Transformation
❑ Outputs
❑ Business Environment
❑ Foundation
❑ Strategic L&D Scorecard
RESEARCH RECOMMENDATIONS –
OBJECTIVES #1 and #2
• Refer to the recommendations for #1: To determine the current
strategic levels of L& D impact (maturity)
• Refer to the recommendations for #2: To determine the priority
factors driving strategic L&D; the current state of L&D readiness
to deliver these strategic factors and determine the differential
i.e. the capability gap index
• Cognisance should be taken of the three (3) widest strategic L&D
capability gaps, namely:
❑1. Learning administration, assessment and –processes (governance)
(-0.49);
❑2. Enhanced skills set of L&D professionals (-0.44) and
❑3. Curating modern learning experiences (-0.42)
RESEARCH RECOMMENDATIONS
OBJECTIVE #2
• Refer to Table 5.4 for the proposed improvement
interventions for the low scoring factors and widest
L&D capability gap indices
• Furthermore, it is recommended that:
❑Organisations utilise the above interventions as a basis for
improving the strategic value and impact (maturity) and
readiness of L&D practices; and
❑Organisations pinpoint the other low-scoring sub/factors and
urgently implement L&D improvement strategies and plans.
RESEARCH RECOMMENDATIONS -
OBJECTIVE #3
• That L&D Managers, practitioners and -
professionals embrace, adopt and utilise the
Strategic L&D Scorecard, both as a predictive
(diagnostic) and evaluation (analytical and/or
auditing) tool, to enhance the strategic value
proposition of L&D and to re-position the L&D
function from a transactional (level 2) to a strategic
learning partner (level 4).
RESEARCH RECOMMENDATIONS
• General:
❑That participating respondents, organisations and industries/sectors and
other interested stakeholders take cognisance of the findings of this
Ph.D. research study, i.e. the status quo of L&D practices i.e. the strategic
maturity, readiness and -gaps and
❑That participating respondents, organisations and industries/sectors and
other interested stakeholders use the findings of this PhD research study
as a base-line and/or benchmark yardstick as a means of improving the
strategic impact of their respective L&D practices.
• Extent to which the research objectives have been achieved
• Identification of new fields of study flowing from this PhD
research
CONCLUSION
• Conclusion
• Questions
• The way forward
CONTACT DETAILS
• Charles Cotter
• (+27) 84 562 9446
• charlescot@polka.co.za
• LinkedIn
• Twitter: @Charles_Cotter
• https://www.facebook.com/CharlesACotter/
• http://www.slideshare.net/CharlesCotter

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Charles Cotter's PhD research findings & recommendations_Strategic L&D

  • 1. TRANSFORMING LEARNING AND DEVELOPMENT (L&D) PRACTICES INTO A STRATEGIC, VALUE-ADDING BUSINESS SOLUTION: A CONCEPTUAL AND BUSINESS-MINDED FRAMEWORK PhD RESEARCH CHAPTER 4 – RESEARCH FINDINGS CHARLES COTTER STUDENT NUMBER: 21512884 orcid.org 0000-0002-6697-0929
  • 2. PRESENTATION OVERVIEW - CHAPTER 4: RESEARCH FINDINGS • Research objectives, method and tool • Sample – method, size and response rate • Statistical type, method and process • Detailed discussion of research findings: ❑Descriptive statistics ❑Intergroup comparisons
  • 3. RESEARCH PROBLEM STATEMENT AND RESEARCH OBJECTIVES • Research problem statement: ❑ “Learning and Development practices exhibit the inability to actively contribute to business performance at a strategic level” • Research objectives: ❑ To determine the current strategic levels of L&D impact ❑ To determine the priority factors driving strategic L&D; the current state of L&D readiness to deliver these strategic factors and determine the differential i.e. the L&D capability gap index ❑ To construct an internationally-relevant and multi-disciplinary applicable, Strategic Business Management-aligned, Learning and Development measurement tool (scorecard) ❑ To develop a conceptual framework and business-valued processes to transform and re- position the L&D function to become a strategic learning partner
  • 4. THE RESEARCH INSTRUMENT: QUESTIONNAIRE • Subject to a comprehensive literature study, the ten (10) foremost factors of Strategic L&D were identified. • From these characteristics, respective sub-factors (x85) were identified. These sub-factors served as the basis of the construction of an itemized (x175) questionnaire. Compliance and corresponding (strategic) importance questions. Refer to Annexure 2. • A four (4) point Likert-type scale was utilised, for both type of questions. • A survey was the primary data collection tool. • The Ph.D. researcher applied the Cronbach’s alpha test, with an acceptable alpha range 0.7-0.8, to measure the internal consistency (reliability) of the Likert scale.
  • 5. THE RESEARCH INSTRUMENT: QUESTIONNAIRE • The questionnaire was tested with a pilot group before distribution to the larger research population. • A smaller, sample 21-24 representatives of the targeted respondents comprised of trusted, business associates received the three (3) Survey Monkey online questionnaire links and were requested to complete the survey questionnaire. ❑https://www.surveymonkey.com/r/LCLF8GJ ❑https://www.surveymonkey.com/r/L3WJ3PG ❑https://www.surveymonkey.com/r/L5CCWFC • Online survey link (open for 6 weeks): ❑https://www.surveymonkey.com/r/WMQX579
  • 6. SAMPLE • Sampling method: Convenience and Purposive • Sample size: 7 259 • Number of respondents: 492 • Response rate: 6.78% • Number of valid and complete questionnaires: 463
  • 7. THE STATISTICAL TYPE, METHOD AND PROCESS • Quantitative data analysis • The descriptive statistics used in the Ph.D. research study include: ❑Frequency distributions/percentages ❑Means and ❑Standard deviations • The inferential statistics used in the proposed Ph.D. research study include: ❑Analysis of variance (ANOVA) ❑T-test • Factor Analysis • Statistical analysis (by means of SPSS – 2.5 months)
  • 8. FREQUENCIES AND PERCENTAGES OF INDIVIDUAL AND INDUSTRY-RELATED DATA • Geographical region (refer to Table 4.1 and Figure 4.1) • Tenure (refer to Table 4.2 and Figure 4.2) • Size of the organization (refer to Table 4.3 and Figure 4.3) • Industry/sector (refer to Table 4.4 and Figure 4.4) • Position in the organization (refer to Table 4.5 and Figure 4.5)
  • 9. 355 (76.7%) 64 (13.8%) 44 (9.5%) 0 50 100 150 200 250 300 350 400 1 Geographic region frequency/percentage South Africa Rest of Africa Rest of World
  • 11. 129 (27.9%) 43 (9.3%) 63 (13.6%) 177 (38.2%) 51 (11%) 0 20 40 60 80 100 120 140 160 180 200 1 Size of organisation frequency/percentage Large/global Large/national Medium Small Sole Proprietor
  • 12. 41 (8.9%) 50 (10.8%) 39 (8.4%) 74 (16%) 33 (7.1%) 140 (30.2%) 17 14 16 20 (4.3%) 19 0 20 40 60 80 100 120 140 160 1 Sectoral frequency/selected percentages PSETA AND LGSETA FASSET, BANKSETA AND INSETA CETA, FPM AND MERSETA EDUCATION MICT SETA SERVICES SETA TETA AND W&RSETA NGO AND SASSETA HWSETA AND CHIETA MQA AND EWSETA AGRISETA, CATHSSETA AND FOODBEV SETA
  • 13. 33 (7.1%) 74 (16%) 62 (13.4%) 71 (15.3%) 23 (5%) 21 (4.5%) 63 (13.6%) 77 (16.7%) 39 (8.4%) 0 10 20 30 40 50 60 70 80 90 1 Position in organisation frequency/percentage Academic and Educator Business, Ops and Line Manager HR Manager/Practitioner L&D Manager Trainer OD Specialist SME & Consultant Training Administrator Training Provider
  • 14. MEAN SCORES • Overall mean scores • Mean scores per geographic region – compliance and importance (refer to Table 4.6 and Figure 4.6) • Mean scores per tenure – compliance and importance (refer to Table 4.7 and Figure 4.7) • Mean scores per size of the organization – compliance and importance (refer to Table 4.8 and Figure 4.8) • Mean scores per industry/sector – compliance and importance (refer to Table 4.9 and Figure 4.9) • Mean scores per position in organization – compliance and importance (refer to Table 4.10 and Figure 4.10)
  • 15. OVERALL MEAN SCORES • By referring to Table 4.14, it is apparent that the overall mean score for the measurement of the strategic value and impact (compliance) of L&D for the group of respondents is 2.92. • By referring to Table 4.17, it is apparent that the overall mean score for the importance of each of the factors is 3.23. • Therefore, the overall L&D Capability Gap Index is -0.31. • Given the fact that the numeric indicator of three (3) in the questionnaire is descriptive of agreement with the strategic L&D variables, the overall mean of 2.92 would suggest a below average, strategic impact and value (maturity) of L&D practices. • The L&D Capability Index of -0.31 would suggest that the overall state of readiness is alarmingly low.
  • 16. 2.92 3.04 2.8 3.29 3.35 3.06 260 270 280 290 300 310 320 330 South Africa Rest of Africa Rest of the World Mean scores per geographic region - compliance and importance Compliance Importance
  • 17. 3.02 2.9 2.91 2.93 2.86 3.21 3.22 3.22 3.24 3.26 275 280 285 290 295 300 305 310 315 320 325 Less than 1 year 1-3 years 4-6 years 7-9 years 10+ years Mean scores per tenure - compliance and importance Compliance Importance
  • 18. 2.93 2.88 2.89 2.92 2.97 3.27 3.14 3.22 3.23 3.34 Large/global Large/national Medium Small Sole Proprietor Mean scores per size of the organization – compliance and importance Compliance Importance
  • 19. 2.76 2.93 3.02 3.0 3.04 2.92 2.88 2.73 3.03 2.96 2.88 3.14 3.19 3.19 3.28 3.17 3.27 3.1 3.23 3.34 3.38 3.23 PSETA AND LGSETA FASSET, BANKSETA AND… CETA, FPM AND MERSETA EDUCATION MICT SETA SERVICES SETA TETA AND W&RSETA NGO AND SASSETA HWSETA AND CHIETA MQA AND EWSETA AGRISETA, CATHSSETA AND… Means scores per industry/sector - compliance and importance Importance Compliance
  • 20. 2.91 2.90 2.85 2.92 2.86 3.1 2.91 3.07 2.82 3.14 3.12 3.18 3.22 3.2 3.36 3.21 3.38 3.21 Academic and Educator Business, Ops and Line Manager HR Manager/Practitioner L&D Manager Trainer OD Specialist SME & Consultant Training Administrator Training Provider Mean scores per position in organisation Importance Compliance
  • 21. COMPARATIVE ANALYSIS: PERCEPTUAL GAP OF L&D CAPABILITY GAP INDEX • The researcher attempted to identify if a perceptual gap exists between the respondent clusters who represent HR/L&D management and business, operational and line management (non-L&D). • By referring to Table 4.11, it is apparent that there’s a significant perceptual gap between the clusters of groups representing: ❑HR/L&D (N = 273, average of -0.33) and ❑Business, operations and line management - non-HR/L&D (N = 192, average of -0.26) for the L&D capability gap index • The latter group regard the L&D capability gap index as less (narrower) than the former group.
  • 22. FACTOR ANALYSIS • A total of 465 valid questionnaires were completed which is higher than the recommended minimum sample size of 300 which is required for exploratory factor analysis. • A comprehensive factor analysis of the ten (10) theoretical strategic L&D factors was conducted. • The extraction method utilised was principal axis factoring. The rotation method was Direct Oblimin with Kaiser normalization. The rotation converged in 26 iterations with the compliance questions and 36 iterations with the importance questions. The KMO value for the importance items as 0,973 and for compliance it was 0,970. • In both cases, Bartlett’s test was significant (p<0.001). Sampling adequacy could thus be assumed. • The Kaiser criterion suggested that between 10 and 12 factors could be extracted. Various solutions around these values were explored, but appeared that a 10-factor solution fits the data the best, explaining 66,015% of variance in the case of the importance questions and 60,039% of variance in the compliance items. • Refer to Appendix A (compliance questions) and Appendix B (importance questions).
  • 23. RELIABILITY OF FACTORS/SCALES • Refer to Table 4.12 • Cronbach’s alpha test was utilised to determine the reliability of the 10 factors/scales. • A reliability coefficient of 0.70 or higher is considered “acceptable” in most social science research. By referring to Table 4.12, the Cronbach’s Alpha Coefficient ranges between 0.839 and 0.945, which would suggest a high reliability index, for all ten (10) factors. • By referring to the relationship between corrected item-total correlation, which typically should be greater than 0.25, all 83 of the questionnaire items (compliance) are higher than 0.25. The range was 0.484 to 0.816. • By referring to the relationship between corrected item-total correlation, which typically should be greater than 0.25, all of the 79 questionnaire items (importance) are higher than 0.25. The range was 0.484 to 0.796. • The average rating of the Inter-Item Correlation (mean) should typically should be between 0.15 and 0.5. Items less than 0.15 have poor inter-item correlations, indicative that they are not well related to each other and, therefore, might not be appropriate for measuring a single construct. Conversely, items that are higher than 0.50 tend to be very similar to each other, almost to the point that they may be regarded as redundant.
  • 24. DESCRIPTIVE AND INFERENTIAL STATISTICS: STRATEGIC L&D FACTORS AND SUB-FACTORS • Mean scores – compliance of Strategic L&D factors (refer to Table 4.13 and Figure 4.11) • Average scores – compliance of sub-factors (refer to Tables 4.14 and 4.15) • Mean scores – importance of Strategic L&D factors (refer to Table 4.16 and Figure 4.12) • Average scores – importance of sub-factors (refer to Tables 4.17 and 4.18) • Strategic L&D Capability Gap Index (refer to Table 4.19 and Figures 4.13 and 4.14)
  • 25. 2,7511 2,7675 2,8184 2,8316 2,8954 2,9095 2,9674 2,9710 3,0145 3,2721 2,4 2,5 2,6 2,7 2,8 2,9 3 3,1 3,2 3,3 3,4 Learning admin Curating modern Learning architecture Top management Enhanced skills Future-proofing Strategic mindset Learning strutures Learning solutions Evidence based Strategic L&D factor mean scores - compliance
  • 26. MEAN SCORES – COMPLIANCE OF STRATEGIC L&D FACTORS • By referring to Table 4.13 and Figure 4.11, the three (3) most compliant factors are (in descending order): ❑Evidence-based, business metrics and predictive analytics (3.27); ❑Provision of learning solutions (3.01) and ❑Learning structures and roles (2.97). • By referring to Table 4.13 and Figure 4.11, the three (3) least compliant factors are (in ascending order): ❑Learning administration, assessment and –processes (governance) (2.75); ❑Curating modern learning experiences (2.77) and ❑Learning architecture and design (2.82).
  • 27. AVERAGE SCORES – COMPLIANCE OF SUB- FACTORS • By referring to Table 4.14, the five (5) worst performing (least compliant) sub-factors are: ❑Line managers are competent in conducting accurate training needs analyses – 65%; ❑The L&D function has migrated from manual to automated processes – 67%; ❑L&D practitioners are sufficiently competent to effectively manage large volumes of data of organisation-wide workforce analytics – 67%; ❑The organisation invests heavily in technology-enabled learning tools – 67% and ❑The L&D function has adopted scientifically valid measurement processes to evaluate talent development performance – 67%.
  • 28. AVERAGE SCORES – COMPLIANCE OF SUB- FACTORS • By referring to Table 4.15, the five (5) best performing (most compliant) sub-factors are: ❑L&D practices make an effective contribution to the achievement of key strategic goals – 79%; ❑The L&D function is a vital source of sustainable competitive advantage for the organisation – 78%; ❑The L&D function is instrumental in sustaining a robust organisational learning culture – 77%; ❑Human performance is an organisational strategic priority, at the hub of business decision-making – 77% and ❑When utilising outsourced training providers, the L&D function ensures that Service Level Agreements are enforced – 77%.
  • 29. 3,1664 3,1836 3,1955 3,2140 3,2309 3,2397 3,2580 3,2721 3,3343 3,0500 3,1000 3,1500 3,2000 3,2500 3,3000 3,3500 Evidence based Curating modern Learning architecture Future proofing Top management Learning admin Learning strutures Strategic mindset Enhanced skills Strategic L&D factors mean scores - importance
  • 30. MEAN SCORES – IMPORTANCE OF STRATEGIC L&D FACTORS • By referring to Table 4.16 and Figure 4.12, the three (3) most strategically important factors are (in descending order): ❑Enhanced skills set of L&D professionals (3.33); ❑Strategic mind-set and alignment with business goals (3.27) and ❑Learning structures (3.26). • By referring to Table 4.16 and Figure 4.12, the three (3) least strategically important factors are (in ascending order): ❑Evidence-based, business metrics and predictive analytics (3.17); ❑Curating modern learning experiences (3.18) and ❑Learning architecture (3.2).
  • 31. AVERAGE SCORES – IMPORTANCE OF SUB- FACTORS • By referring to Table 4.17, the five (5) least important strategic L&D sub-factors are: ❑How strategically important is it for the L&D function to provide incentives for skills sharing, through the facilitation of skills transfer from extended stakeholders? – 77%; ❑How strategically important is it for your organisation to invest heavily in technology-enabled learning tools? – 77%; ❑How strategically important is it for the L&D function to develop an integrated digital learning experience for all employees? – 78%; ❑How strategically important is it for the L&D function to migrate from manual to automated processes? – 78%; ❑How strategically important is it for L&D practitioners to utilise data- derived metrics to measure L&D performance? – 78% and ❑How strategically important is it for the organisational learning architecture to enable employees to access digital learning content from a range of sources? – 78%.
  • 32. AVERAGE SCORES – IMPORTANCE OF SUB- FACTORS • By referring to Table 4.18, the five (5) most important strategic L&D sub-factors are: ❑How strategically important is it for L&D practitioners to keep abreast of modern L&D technologies? – 86%; ❑How strategically important is it for L&D to be a visionary function, with a clear view of the critical skills needed in the future? – 85%; ❑How strategically important is it L&D practitioners to effectively apply conceptual thinking skills? – 85%; ❑How strategically important is it for the L&D function to perform as a cohesive professional unit, delivering value to your organisation? – 85% and ❑How important is it for L&D practitioners to be strategic learning partners, who have good insight of your core business processes? – 84%.
  • 33. 2,7511 2,7675 2,8184 2,8316 2,8954 2,9095 2,9674 2,9710 3,27213,2397 3,1836 3,1955 3,2309 3,3343 3,214 3,2721 3,258 3,1664 0 0,5 1 1,5 2 2,5 3 3,5 4 Comparison: Compliance and Importance Compliance Importance
  • 34. 0.1057 -0.2870 -0.3046 -0.3048 -0.3770 -0.3993 -0.4160 -0.4389 -0.4886 Evidence based Learning structures Future-proofing Strategic mindset Learning architecture Top Management Curating modern Enhanced skills Learning Admin Strategic L&D Capability Gap Index
  • 35. INTERGROUP COMPARISONS • ANOVA – compliance and importance per geographic region - refer to Table 4.20 • Mean scores per strategic L&D factor per geographic region (compliance) – refer to Table 4.21 • Mean scores per strategic L&D factor per geographic region (importance) - refer to Table 4.22 • ANOVA – compliance and importance per tenure - refer to Table 4.23 • Mean scores per strategic L&D factor per tenure (compliance) - refer to Table 4.24 and Figure 4.15 • Mean scores per strategic L&D factor per tenure (importance) - refer to Table 4.25 and Figure 4.16 • Mean scores per Strategic L&D factor per size of the organization (compliance and importance) - refer to Figures 4.17 and 4.18
  • 36. INTERGROUP COMPARISONS – ANOVA’S • ANOVA – compliance and importance per geographic region ❑ The ANOVA significance factors less than 0,05 represent significant differences. By referring to Table 4.20, the range is between 0.001 and 0.445. Significant differences are noted in the 6 factors. • ANOVA – compliance and importance per tenure ❑ The ANOVA significance factors less than 0,05 represent significant differences. The ANOVA significance factors range between 0.039 and 0.927. The only significant difference is noted in the following factor, Curating modern learning – Compliance (0.039) • Remainder of ANOVA’S ❑ Given that the number of pairwise comparisons became too much when there are too many groups, the researcher decided not to use ANOVA’s for the remaining three demographic variables. Even though an ANOVA itself can be done, the motivation and logic of this decision is based on the fact that the post hoc analysis will not be meaningful to interpret.
  • 37. INTERGROUP COMPARISONS – MEAN SCORES • Mean scores per strategic L&D factor per geographic region (compliance and importance) ❑ Given a comparative intergroup analysis, there were no significant variances of the mean scores per strategic L&D factor per geographic region. Minor exceptions are mentioned in paragraphs 4.6.2 and 4.6.3. • Mean scores per strategic L&D factor per tenure (compliance and importance) ❑ Given a comparative intergroup analysis, there were no significant variances of the mean scores per strategic L&D factor per tenure. Minor exceptions are mentioned in paragraphs 4.6.5 and 4.6.6. • Mean scores per Strategic L&D factor per size of the organization (compliance and importance) ❑ By referring to figures 4.17 and 4.18, there were no significant differences based on the size of the organisation for the strategic L&D factors based on compliance and importance, respectively.
  • 38. MEAN SCORES PER STRATEGIC L&D FACTOR PER TENURE (COMPLIANCE)
  • 39. MEAN SCORES PER STRATEGIC L&D FACTOR PER TENURE (IMPORTANCE)
  • 40. MEAN SCORES PER STRATEGIC L&D FACTOR PER SIZE OF THE ORGANISATION (COMPLIANCE)
  • 41. MEAN SCORES PER STRATEGIC L&D FACTOR PER SIZE OF THE ORGANISATION (IMPORTANCE)
  • 42. SUMMARY OF FINDINGS • The chapter commenced by reporting on the description of the sample (maximum of 465 respondents), namely: the frequencies of the geographical region; industry/sector; position; tenure as well as the size of the company. • This was followed by descriptive statistics, these being, mean scores per geographical region; industry/sector; tenure; position and size of company. • The most significant findings included the overall mean score of 2.92 (compliance), which is indicative of a below average state of strategic L&D maturity. • Furthermore, an overall mean score of 3.23 (importance) and the overall L&D Capability Gap Index of -0.31, was computed. • This was followed by factor analysis, which determined that the original, ten (10) theoretical factors/scales of L&D be re-grouped and utilised accordingly. • Various reliability tests confirmed a high degree of reliability of these factors.
  • 43. SUMMARY OF FINDINGS • The focus then shifted to reporting on the mean scores of each of these ten (10) factors. Alarmingly, only two (2) of the factors scored a mean above the agree point (3). • All ten (10) factors scored a mean of higher than the agree point (3), which is indicative of the strategic business importance and relevance of these factors. • When computing the resultant, Strategic L&D Capability Gap Index, only one (1) factor, evidence-based business metrics and predictive analytics, was positive. All other factors scored a deficit, which is indicative of the low degree of readiness. • There is also a perceptual gap between HRM/L&D managers and business, line and operational managers (non-L&D). • The researcher also identified the most and least compliant as well as the most and least important sub-factors. • The chapter concluded by discussing ANOVA tests of inter-group comparisons drawn from the various sub-groups. No significant and noteworthy variances were recorded. • ANOVA’s were used for two of the demographic variables only, namely: geographic region and tenure.
  • 44. CONCLUSION • Conclusion • Questions • The way forward • The final chapter of this Ph.D. thesis will focus on drawing research conclusions and making recommendations with regard to how L&D practices can be transformed to become a strategic learning partner.
  • 45. TRANSFORMING LEARNING AND DEVELOPMENT (L&D) PRACTICES INTO A STRATEGIC, VALUE-ADDING BUSINESS SOLUTION: A CONCEPTUAL AND BUSINESS-MINDED FRAMEWORK PhD RESEARCH CHAPTER 5 – RESEARCH CONCLUSIONS AND RECOMMENDATIONS CHARLES COTTER STUDENT NUMBER: 21512884 orcid.org 0000-0002-6697-0929
  • 46. PRESENTATION OVERVIEW - CHAPTER 5: RESEARCH CONCLUSIONS AND RECOMMENDATIONS • Research Conclusions – objectives #1-4 • Research Recommendations - objectives #1-4 • Strategic L&D Maturity Model • Maturity Model of Strategic L&D factors • Strategic Learning and Development Scorecard • Strategic Learning and Development Conceptual Framework
  • 47. RESEARCH CONCLUSIONS – OBJECTIVES #1-4 ❑To determine the current strategic levels of L&D impact (maturity) ❑To determine the priority factors driving strategic L&D; the current state of L&D readiness to deliver these strategic factors and determine the differential i.e. the L&D capability gap index ❑To construct an internationally-relevant and multi-disciplinary applicable, Strategic Business Management-aligned, Learning and Development measurement tool (scorecard) ❑To develop a conceptual framework and business-valued processes to transform and re-position the L&D function to become a strategic learning partner
  • 48. #1: TO DETERMINE THE CURRENT STRATEGIC LEVELS OF L&D IMPACT (MATURITY) • The overall, cross-industry strategic impact and value of L&D practices is unsatisfactory and indicative of a below average state of strategic L&D maturity. • The fact that the overall mean score for all industries (N = 463) is 2.92 (compliance), is testament to this fact. • There is considerable room for improvement in all industries/sectors and geographical regions. • It can be concluded that for the most part, current L&D practices are not strategic when measured against the identified 10 factors and related sub- factors of strategic L&D. • There are pockets of excellence in certain industries/sectors and geographical regions, but largely the L&D practices can be perceived as a reactive, administrative function and not as a proactive, strategic learning partner.
  • 49. #1: TO DETERMINE THE CURRENT STRATEGIC LEVELS OF L&D IMPACT (MATURITY) • The Ph.D. researcher decided to categorize the levels of strategic L&D maturity into four (4) categories, namely: ❑Level 1: Traditional L&D (mean score range of 1 - 2.49); ❑Level 2: Transactional L&D (mean score range of 2.5 – 2.99); ❑Level 3: Transformational L&D (mean score range of 3.0 – 3.49) and ❑Level 4: Strategic L&D (mean score range of 3.5 – 4.0). • It is apparent that the overall mean score (2.92) would suggest that the majority of L&D practices can be pegged at a Level 2: Transactional L&D of the strategic L&D maturity model, on the cusp of Level 3: Transformational L&D. • This level of strategic L&D maturity is illustrated by Figure 5.1 below.
  • 50. STRATEGIC L&D MATURITY MODEL Level 4: Strategic L&D (mean range of 3.5 - 4.0) Level 3: Transformational L&D (mean range of 3.0 - 3.49) Level 2: Transactional L&D (mean range of 2.5 - 2.99) Level 1: Traditional L&D (mean range of 1.0 - 2.49)
  • 51. #1: TO DETERMINE THE CURRENT STRATEGIC LEVELS OF L&D IMPACT (MATURITY) • Refer to Table 5.1, the three (3) most compliant and three (3) least compliant factors. • The research findings, would suggest that the priority strategic L&D factors that L&D managers should focus on to facilitate the improvement of their strategic impact (maturity) are: ❑1. Learning administration, assessment and –processes (governance) (2.75); ❑2. Curating modern learning experiences (2.77) and ❑3. Learning architecture and design (2.82). • Refer to Table 5.4 for the researcher’s recommended improvement strategies in this regard.
  • 52. #1: TO DETERMINE THE CURRENT STRATEGIC LEVELS OF L&D IMPACT (MATURITY) – X10 FACTORS • Refer to Table 5.1: Relative ranking and Level of Maturity of the strategic L&D factors mean scores • It is apparent that only two (2) of the total of ten (10) strategic L&D factors scored a mean of higher than 3, which is the (Likert scale) indicator of agreement/compliance from the questionnaire. • Collectively, it can be deduced that the current L&D practices are operating at a transactional level, and, therefore, do not offer a significant and meaningful strategic value proposition. • Furthermore, current L&D practices seemingly have mastered the traditional and transactional L&D functions, however, L&D does not appear to be adding much strategic value in its extended role as a change/transformational facilitator (level 3) and strategic learning partner (level 4). • In particular, there are glaring shortcomings and gaps regarding the learning administration, assessment and -processes (governance) and curating of modern learning experiences in a dynamically changing business environment. • It is apparent that the majority of L&D factors i.e. 8 can be pegged at a Level 2: Transactional L&D of strategic L&D maturity, whereas only 2 of the factors can be pegged at Level 3: Transformational L&D. • This would suggest a relatively low degree of L&D maturity. • These levels of maturity of the strategic L&D factors are illustrated by Figure 5.2.
  • 53. MATURITY MODEL OF STRATEGIC L&D FACTORS Level 4: Strategic L&D (mean range of 3.5 - 4.0) Level 3: Transformational L&D (mean range of 3.0 - 3.49) •#2: Evidence based metrics •#4: Learning solutions Level 2: Transactional L&D (mean range of 2.5 - 2.99) •#5: Learning structures & roles •#1: Strategic mindset •#7: Future-proofing organization •#6: Enhanced skills of L&D prof’s •#9: Top management support •#3: Learning architecture •#8: Curating modern learning •#10: Learning administration/governance Level 1: Traditional L&D (mean range of 1.0 -2.49)
  • 54. #2: TO DETERMINE THE PRIORITY FACTORS DRIVING STRATEGIC L&D; THE CURRENT STATE OF L&D READINESS TO DELIVER THESE STRATEGIC FACTORS AND DETERMINE THE DIFFERENTIAL • Refer to Table 5.2 for the three (3) most strategically important and the three (3) least strategically important factors • Refer to Table 5.2: Relative ranking and Level of Importance of the strategic L&D factors mean scores • All ten (10) factors scored a mean of higher than the agree point (3), which is indicative of the Level 3: Transformational L&D business importance and relevance of these factors. • It is apparent that eight (8) of the nine (9) factors, in which the strategic L&D capability gap index could be computed, were deficient i.e. where the compliance mean was lower than the importance mean score. • Factor #2, Evidence-based, business metrics and predictive analytics (mean score of 0.1057) was the only exception, in that the compliance mean score exceeded the importance mean score.
  • 55. #2: TO DETERMINE THE PRIORITY FACTORS DRIVING STRATEGIC L&D; THE CURRENT STATE OF L&D READINESS TO DELIVER THESE STRATEGIC FACTORS AND DETERMINE THE DIFFERENTIAL • Refer to Table 5.3, which suggests that the priority strategic L&D factors that L&D managers should focus on to facilitate the improvement of their strategic level of readiness are: ❑1. Learning administration, assessment and –processes (governance) (-0.49); ❑2. Enhanced skills set of L&D professionals (-0.44) and ❑3. Curating modern learning experiences (-0.42). • Refer to Table 5.4 for the researcher’s recommended improvement strategies in this regard.
  • 56. #2: TO DETERMINE THE PRIORITY FACTORS DRIVING STRATEGIC L&D; THE CURRENT STATE OF L&D READINESS TO DELIVER THESE STRATEGIC FACTORS AND DETERMINE THE DIFFERENTIAL • By referring to the Strategic L&D Capability Gap Index research findings, the research decided to categorize the levels of strategic L&D readiness into four (4) categories, namely: ❑ Level 1: Alarming (capability gap index range -0.5 and lower); ❑ Level 2: Low (capability gap index range of 0 to -0.49); ❑ Level 3: Moderate (capability gap index range of 0.01 to 0.49) and ❑ Level 4: High (capability gap index range of 0.5 and higher). • The mean Strategic L&D Capability Gap Index of -0.31, would suggest a low degree of L&D readiness. • Based on the research findings, it is apparent that the majority of L&D factors i.e. 8 can be pegged at a Level 2: Low state of readiness, whereas only 1 of the factors, namely Evidence-based, business metrics and predictive analytics can be pegged at Level 3: Moderate state of readiness. • Refer to Figure 5.3.
  • 57. LEVEL OF READINESS MODEL: STRATEGIC L&D FACTORS Level 4: High state of readiness (Strategic L&D Capability Gap Index range of 0.5 and higher) Level 3: Moderate state of readiness (Strategic L&D Capability Gap Index range of 0.01 to 0.49) •#2: Evidence-based metrics Level 2: Low state of readiness (Strategic L&D Capability Gap Index range of 0 to -0.49) •#5: Learning structures & roles •#7: Future-proofing organization •#1: Strategic mindset •#3: Learning architecture •#9: Top management support •#6: Enhanced skills of L&D prof’s •#8: Curating modern learning experiences •#10: Learning administration/governance Level 1: Alarming state of readiness (Strategic L&D Capability Gap Index range of -0.5 and lower)
  • 58. #3: TO CONSTRUCT AN INTERNATIONALLY-RELEVANT AND MULTI-DISCIPLINARY APPLICABLE, STRATEGIC BUSINESS MANAGEMENT-ALIGNED, LEARNING AND DEVELOPMENT MEASUREMENT TOOL (SCORECARD) • Refer to Figure 5.4 for a 74-item, weighted Strategic L&D Scorecard • The key components of the Scorecard include: ❑Key Performance Areas (KPA’s) – i.e. strategic L&D factors ❑Objective/s (per KPA) ❑Key Performance Indicators (KPI’s) i.e. Strategic L&D sub-factors (Measures) ❑Targets ❑Priority/importance of the KPI ❑Compliance rating of the KPI ❑Calculation of the L&D Capability Gap Index ❑Improvement Initiatives ❑Calculation of sub-totals ❑Calculation of grand total
  • 59. #4: TO DEVELOP A CONCEPTUAL FRAMEWORK AND BUSINESS-VALUED PROCESSES TO TRANSFORM AND RE-POSITION THE L& D FUNCTION TO BECOME A STRATEGIC BUSINESS PARTNER • Refer to Figure 5.5 for the Strategic Learning and Development Conceptual Framework, for the PhD researcher’s contribution to the global L&D body of knowledge. • The key components of this conceptual framework include: ❑ Enablers ❑ Inputs ❑ Transformation ❑ Outputs ❑ Business Environment ❑ Foundation ❑ Strategic L&D Scorecard
  • 60.
  • 61. RESEARCH RECOMMENDATIONS – OBJECTIVES #1 and #2 • Refer to the recommendations for #1: To determine the current strategic levels of L& D impact (maturity) • Refer to the recommendations for #2: To determine the priority factors driving strategic L&D; the current state of L&D readiness to deliver these strategic factors and determine the differential i.e. the capability gap index • Cognisance should be taken of the three (3) widest strategic L&D capability gaps, namely: ❑1. Learning administration, assessment and –processes (governance) (-0.49); ❑2. Enhanced skills set of L&D professionals (-0.44) and ❑3. Curating modern learning experiences (-0.42)
  • 62. RESEARCH RECOMMENDATIONS OBJECTIVE #2 • Refer to Table 5.4 for the proposed improvement interventions for the low scoring factors and widest L&D capability gap indices • Furthermore, it is recommended that: ❑Organisations utilise the above interventions as a basis for improving the strategic value and impact (maturity) and readiness of L&D practices; and ❑Organisations pinpoint the other low-scoring sub/factors and urgently implement L&D improvement strategies and plans.
  • 63. RESEARCH RECOMMENDATIONS - OBJECTIVE #3 • That L&D Managers, practitioners and - professionals embrace, adopt and utilise the Strategic L&D Scorecard, both as a predictive (diagnostic) and evaluation (analytical and/or auditing) tool, to enhance the strategic value proposition of L&D and to re-position the L&D function from a transactional (level 2) to a strategic learning partner (level 4).
  • 64. RESEARCH RECOMMENDATIONS • General: ❑That participating respondents, organisations and industries/sectors and other interested stakeholders take cognisance of the findings of this Ph.D. research study, i.e. the status quo of L&D practices i.e. the strategic maturity, readiness and -gaps and ❑That participating respondents, organisations and industries/sectors and other interested stakeholders use the findings of this PhD research study as a base-line and/or benchmark yardstick as a means of improving the strategic impact of their respective L&D practices. • Extent to which the research objectives have been achieved • Identification of new fields of study flowing from this PhD research
  • 66. CONTACT DETAILS • Charles Cotter • (+27) 84 562 9446 • charlescot@polka.co.za • LinkedIn • Twitter: @Charles_Cotter • https://www.facebook.com/CharlesACotter/ • http://www.slideshare.net/CharlesCotter