| Literature DB >> 34367619 |
Odunayo Salau1, Rowland Worlu1, Adewale Osibanjo1, Anthonia Adeniji1, Tolulope Atolagbe1, Jumoke Salau2.
Abstract
Background: Retention of academic staff is gaining the attention of various educational stakeholders in many developing countries like Nigeria. However, there is little extant literature on how various determinants and risk factors affect retention strategies and sustainable performance of academic staff of government owned universities in Nigeria. Consequently, this paper showed the direct relationships between retention strategies and sustainable performance.Entities:
Keywords: Determinants; Education; Risk factors; Universities; retention; sustainable performance
Year: 2020 PMID: 34367619 PMCID: PMC8311809 DOI: 10.12688/f1000research.25011.2
Source DB: PubMed Journal: F1000Res ISSN: 2046-1402
Cronbach’s alpha and composite reliability test.
| Items | Cronbach’s
| Composite
|
|---|---|---|
| Determinant/Risk factors | 0.749 | 0.766 |
| Retention strategies | 0.801 | 0.817 |
| Sustainable Performance | 0.716 | 0.733 |
Convergent validity results for each construct.
| Factors | Items | Standardised
| Decision | AVE | t-statistic |
|---|---|---|---|---|---|
| (> 0.7) | (> 0.5) | (5%; > 1.96) | |||
| Determinants/
| Strengths | 0.704 | Retained | 0.622 | 13.726
|
| Weaknesses | 0.783 | Retained | 10.363
| ||
| Opportunities | 0.740 | Retained | 5.422
| ||
| Threats | 0.808 | Retained | 10.347
| ||
| Retention
| RS1 | 0.767 | Retained | 0.618 | 12.421
|
| RS2 | 0.825 | Retained | 16.303
| ||
| RS3 | 0.763 | Retained | 18.148
| ||
| RS4 | 0.711 | Retained | 9.136
| ||
| Sustainable
| SP1 | 0.710 | Retained | 0.676 | 10.369
|
| SP2 | 0.822 | Retained | 8.141
| ||
| SP3 | 0.856 | Retained | 11.440
| ||
| SP4 | 0.749 | Retained | 5.276
|
* p-value < 0.05.
Demographic characteristics of the academic staff.
| Demographic variables | Frequency | Percentage | |
|---|---|---|---|
| Gender | Male | 218 | 60.2 |
| Female | 144 | 39.8 | |
| Staff Status | Ass. Prof & prof. | 17 | 4.7 |
| Senior Lecturer | 34 | 9.4 | |
| Lecturer I | 65 | 18.0 | |
| Lecturer II | 163 | 45.0 | |
| Graduate & Ass. lecturer | 83 | 22.9 | |
| Years of Service | 0 – 10 years | 226 | 62.4 |
| 11 – 20 years | 117 | 32.3 | |
| 21 years and above | 19 | 5.2 | |
| Highest Educational
| Bachelor’s Degree | 7 | 1.9 |
| Master’s Degree | 218 | 60.2 | |
| Doctoral Degree (Ph.D) | 137 | 37.8 | |
Goodness-of-fit indices.
| Index | Cut-off
| Actual
| Reference | Remarks |
|---|---|---|---|---|
| CMIN/DF | < 3 | 2.736 | Joreskog (1969) | Excellent |
| GFI | > 0.90 | 0.921 | Joreskog and Sorbom (1981) | Excellent |
| AGFI | > 0.80 | 0.885 | Joreskog and Sorbom (1981) | Excellent |
| CFI | > 0.90 | 0.947 | Bentler (1990) | Excellent |
| TLI | > 0.95 | 0.980 | Tucker and Lewis (1973) | Excellent |
| RMSEA | < 0.08 | 0.054 | Steiger and Lind (1980) | Excellent |
| SRMR | < 0.08 | 0.043 | Bentler (1995) | Excellent |
GFI: goodness-of-fit index; AGFI: adjusted goodness-of-fit index; CFI: comparative fit index; TLI: Tucker-Lewis index; RMSEA: root mean square error of approximation; SRMR standardized root mean square residual.
Figure 1. The basic co-efficient algorithms.
Figure 3. Basic co-efficient algorithms and bootstrapping T-values.
Path coefficients for idea exploration and task performance.
| Variables and cross loading | Path co-
| Standard
| T-statistics | P-values |
|---|---|---|---|---|
| Determinants/Risk factors → Academic
| 0.66 | 0.07 | 8.94 | 0.00 |
| Determinants/Risk factors → Sustainable Perf. | 0.68 | 0.11 | 6.29 | 0.00 |
| Strengths → Academic staff Retention | 0.25 | 0.06 | 3.95 | 0.00 |
| Strengths → Sustainable Performance | 0.26 | 0.07 | 3.56 | 0.00 |
| Weaknesses → Academic staff Retention | 0.41 | 0.09 | 4.47 | 0.00 |
| Weaknesses → Sustainable Performance | 0.42 | 0.10 | 4.24 | 0.00 |
| Opportunities → Academic staff Retention | 0.15 | 0.07 | 2.19 | 0.03 |
| Opportunities → Sustainable Performance | 0.23 | 0.10 | 2.36 | 0.02 |
| Threats → Academic staff Retention | 0.18 | 0.05 | 3.35 | 0.00 |
| Threats → Sustainable Performance | 0.19 | 0.05 | 3.42 | 0.00 |
| Academic Retention → Sustainable Performance | 0.19 | 0.07 | 2.66 | 0.01 |
| R Square (R 2) | R Square (R 2) Adjusted | |||
| Determinants and Risk factors | 0.70 | 0.69 | ||
| Academic staff Retention | 0.44 | 0.43 | ||
| Sustainable Performance | 0.48 | 0.47 | ||
Summary of hypotheses testing.
| Hypothesis | β | SE | CR |
| Remark |
|---|---|---|---|---|---|
| H1: DRF → ASR | 0.66 | 0.07 | 8.94 | 0.00 | Supported |
| H 2: DRF → SP | 0.68 | 0.11 | 6.29 | 0.00 | Supported |
| H3: ASR → SP | 0.19 | 0.07 | 2.66 | 0.01 | Supported |
Β: beta coefficient; SE: standard error; CR, critical ratio.