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PLS-SEM Analysis on Effects of Depression, Anxiety
AND Stress on Lecturers Research Performance During
Covid-19 Lockdown in Nigeria
by
AHMED ALIYU PALLADAN,
ELMAUDE JIBRIL GAMBO
RHODA SARKI AWAK
INTRODUCTION
COVID-19 HAS WRECKED GLOBAL
BUT SIGNIFICANT HAVOC AND
DISTRESS ON VIRTUALLY ALL
ASPECT OF HUMAN ENDEAVOR
RANGING FROM SOCIAL,
POLITICAL, ECONOMICAL TO
RELIGIOUS, CULTURAL AND EVEN
FAMILY BOUND. APART FROM THE
EVIDENT PHYSICAL SYMPTOMS IN
INFECTED CASES, IT HAS CAUSED
SERIOUS DAMAGES TO ACADEMIC
ACTIVITIES WHICH BY EXTENSION
SEVERELY AFFECTED LECTURERS'
PERFORMANCE.
INTRODUCTION
(CONT.)
THE CURRENT STUDY IS
AN ATTEMPT TO EXPLORE
THE EFFECTS OF
DEPRESSION, ANXIETY
AND STRESS ON
TERTIARY INSTITUTIONS
LECTURER’S RESEARCH
PERFORMANCE IN NORTH
EASTERN NIGERIA
DURING THE LOCKDOWN.
THE RESEARCH
MODEL
STRESS
ANXIETY
DEPRESSION
RESEARCH
PERFORMANCE
MATERIAL AND
METHODS
POPULATION: THE POPULATION OF THE STUDY
CONSTITUTE THE ENTIRE ACADEMIC STAFF
FROM SELECTED PUBLIC TERTIARY
INSTITUTIONS IN NORTHERN NIGERIA.
SAMPLING: THE STUDY ADOPTED THE
SNOWBALL SAMPLING TECHNIQUE
MEANS OF DATA COLLECTION: AN ONLINE
QUESTIONNAIRE WAS DESIGNED USING
GOOGLE FORMS. BY MEANS OF WHATSAPP
AND TELEGRAPH, THE QUESTIONNAIRE LINK
WAS SENT TO PROSPECTIVE ACADEMIC
STAFF IN SEVERAL TERTIARY INSTITUTIONS
LOCATED IN THE NORTH EASTERN NIGERIA
GEOPOLITICAL ZONE.
MATERIAL AND
METHODS
(CONT.)
MEASUREMENT OF CONSTRUCT: FOR STRESS TEN (10)
ITEMS WERE ADAPTED FROM THE WORK OF
FLIEGE, ET AL. (2005) AND EIGHT (8) ITEMS
FROM KROENKE, SPITZ. MORE SO, THE
CONSTRUCT OF ANXIETY WAS MEASURED
USING SEVEN (7) QUESTIONS FROM THE
WORK OF PIZZIE AND KRAEMER, (2019).
QUESTIONS WERE TAKEN FROM ROEBUCK,
SIHA AND BELL, (2013) TO MEASURE
DEPRESSION. NINE (9) ITEMS FROM CENTRA,
(1977) WERE ALSO USED TO MEASURE
LECTURERS RESEARCH PERFORMANCE.
SCALE: ALL THE CONSTRUCTS ARE MEASURED
USING SIX LIKERT SCALE
METHOD OF ANALYSIS: PLS SEM 3 WAS USED FOR
DATA ANALYSIS AND HYPOTHESIS TESTING
RESULTS FOR
MESUREMENT
MODEL
MEASUREMENT
MODEL (cont.)
Discriminant Validity of Constructs Table
Variables Anxiety Depression
Research
Performance Stress
Anxiety 0.785
Depression 0.548 0.755
Research Performance -0.541 -0.324 0.732
Stress 0.541 0.670 -0.399 0.669
RESULTS FOR
STRUCTURAL
MODEL
Loadings, AVE, CR, Cronbach’s α Table
Variables Items Loadings AVE CR Cronbach’s α
Anxiety AN1 0.778 0.617 0.889 0.845
AN2 0.817
AN3 0.827
AN4 0.815
AN5 0.680
Depression DP2 0.751 0.571 0.888 0.851
DP3 0.720
DP4 0.783
DP6 0.790
DP7 0.729
DP8 0.756
Stress ST1 0.676 0.448 0.889 0.863
ST10 0.673
ST2 0.684
ST3 0.609
ST4 0.684
ST5 0.809
ST6 0.558
ST7 0.678
ST8 0.600
ST9 0.692
Research Performance RP1 0.870 0.536 0.845 0.774
RP2 0.856
RP3 0.823
RP6 0.508
RP7 0.505
RESULT FOR
STRUCTURAL
MODEL (Cont.)
HYPOTHESES
TESTING
Table 4: Path Coefficient
Hypotheses Relationship SD
T Statistics
(|O/STDEV|) P Values Decision
Anxiety -> Research Performance 0.094 5.040 0.000 Supported
Depression_ -> Research 0.115 0.495 0.621 Not Supported
Stress -> Research Performance 0.101 1.779 0.076 Not Supported
CONCLUSION
THE FINDINGS REVEALED BY THIS PAPER
SHOWS THAT ONLY ONE (I.E ANXIETY) OUT
OF THE THREE VARIABLES PROPOSED BY
THE RESEARCHER (ANXIETY, DEPRESSION
AND STRESS) WAS FOUND TO AFFECT
RESEARCH PERFORMANCE OF LECTURERS IN
TERTIARY INSTITUTIONS SITUATED IN THE
NORTH EASTERN NIGERIA GEOPOLITICAL
ZONE. THUS, THE STUDY PROPOSE FOR
INTRODUCTION OF POLICIES THAT CAN
CURTAIL THE IMPACT OF ANXIETY AMONG
ACADEMIC STAFF ESPECIALLY DURING
FUTURE LOCKDOWN IN CASE IT HAPPENS
AGAIN. THIS COULD BE BY INTENSIFYING
ACCESS AND USAGE OF INFORMATION AND
COMMUNICATION TECHNOLOGY BY THE
ACADEMIC STAFF.
THANK YOU FOR
LISTENING

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Pls sem analysis on effects of depression, anxiety

  • 1. PLS-SEM Analysis on Effects of Depression, Anxiety AND Stress on Lecturers Research Performance During Covid-19 Lockdown in Nigeria by AHMED ALIYU PALLADAN, ELMAUDE JIBRIL GAMBO RHODA SARKI AWAK
  • 2. INTRODUCTION COVID-19 HAS WRECKED GLOBAL BUT SIGNIFICANT HAVOC AND DISTRESS ON VIRTUALLY ALL ASPECT OF HUMAN ENDEAVOR RANGING FROM SOCIAL, POLITICAL, ECONOMICAL TO RELIGIOUS, CULTURAL AND EVEN FAMILY BOUND. APART FROM THE EVIDENT PHYSICAL SYMPTOMS IN INFECTED CASES, IT HAS CAUSED SERIOUS DAMAGES TO ACADEMIC ACTIVITIES WHICH BY EXTENSION SEVERELY AFFECTED LECTURERS' PERFORMANCE.
  • 3. INTRODUCTION (CONT.) THE CURRENT STUDY IS AN ATTEMPT TO EXPLORE THE EFFECTS OF DEPRESSION, ANXIETY AND STRESS ON TERTIARY INSTITUTIONS LECTURER’S RESEARCH PERFORMANCE IN NORTH EASTERN NIGERIA DURING THE LOCKDOWN.
  • 5. MATERIAL AND METHODS POPULATION: THE POPULATION OF THE STUDY CONSTITUTE THE ENTIRE ACADEMIC STAFF FROM SELECTED PUBLIC TERTIARY INSTITUTIONS IN NORTHERN NIGERIA. SAMPLING: THE STUDY ADOPTED THE SNOWBALL SAMPLING TECHNIQUE MEANS OF DATA COLLECTION: AN ONLINE QUESTIONNAIRE WAS DESIGNED USING GOOGLE FORMS. BY MEANS OF WHATSAPP AND TELEGRAPH, THE QUESTIONNAIRE LINK WAS SENT TO PROSPECTIVE ACADEMIC STAFF IN SEVERAL TERTIARY INSTITUTIONS LOCATED IN THE NORTH EASTERN NIGERIA GEOPOLITICAL ZONE.
  • 6. MATERIAL AND METHODS (CONT.) MEASUREMENT OF CONSTRUCT: FOR STRESS TEN (10) ITEMS WERE ADAPTED FROM THE WORK OF FLIEGE, ET AL. (2005) AND EIGHT (8) ITEMS FROM KROENKE, SPITZ. MORE SO, THE CONSTRUCT OF ANXIETY WAS MEASURED USING SEVEN (7) QUESTIONS FROM THE WORK OF PIZZIE AND KRAEMER, (2019). QUESTIONS WERE TAKEN FROM ROEBUCK, SIHA AND BELL, (2013) TO MEASURE DEPRESSION. NINE (9) ITEMS FROM CENTRA, (1977) WERE ALSO USED TO MEASURE LECTURERS RESEARCH PERFORMANCE. SCALE: ALL THE CONSTRUCTS ARE MEASURED USING SIX LIKERT SCALE METHOD OF ANALYSIS: PLS SEM 3 WAS USED FOR DATA ANALYSIS AND HYPOTHESIS TESTING
  • 8. MEASUREMENT MODEL (cont.) Discriminant Validity of Constructs Table Variables Anxiety Depression Research Performance Stress Anxiety 0.785 Depression 0.548 0.755 Research Performance -0.541 -0.324 0.732 Stress 0.541 0.670 -0.399 0.669
  • 9. RESULTS FOR STRUCTURAL MODEL Loadings, AVE, CR, Cronbach’s α Table Variables Items Loadings AVE CR Cronbach’s α Anxiety AN1 0.778 0.617 0.889 0.845 AN2 0.817 AN3 0.827 AN4 0.815 AN5 0.680 Depression DP2 0.751 0.571 0.888 0.851 DP3 0.720 DP4 0.783 DP6 0.790 DP7 0.729 DP8 0.756 Stress ST1 0.676 0.448 0.889 0.863 ST10 0.673 ST2 0.684 ST3 0.609 ST4 0.684 ST5 0.809 ST6 0.558 ST7 0.678 ST8 0.600 ST9 0.692 Research Performance RP1 0.870 0.536 0.845 0.774 RP2 0.856 RP3 0.823 RP6 0.508 RP7 0.505
  • 11. HYPOTHESES TESTING Table 4: Path Coefficient Hypotheses Relationship SD T Statistics (|O/STDEV|) P Values Decision Anxiety -> Research Performance 0.094 5.040 0.000 Supported Depression_ -> Research 0.115 0.495 0.621 Not Supported Stress -> Research Performance 0.101 1.779 0.076 Not Supported
  • 12. CONCLUSION THE FINDINGS REVEALED BY THIS PAPER SHOWS THAT ONLY ONE (I.E ANXIETY) OUT OF THE THREE VARIABLES PROPOSED BY THE RESEARCHER (ANXIETY, DEPRESSION AND STRESS) WAS FOUND TO AFFECT RESEARCH PERFORMANCE OF LECTURERS IN TERTIARY INSTITUTIONS SITUATED IN THE NORTH EASTERN NIGERIA GEOPOLITICAL ZONE. THUS, THE STUDY PROPOSE FOR INTRODUCTION OF POLICIES THAT CAN CURTAIL THE IMPACT OF ANXIETY AMONG ACADEMIC STAFF ESPECIALLY DURING FUTURE LOCKDOWN IN CASE IT HAPPENS AGAIN. THIS COULD BE BY INTENSIFYING ACCESS AND USAGE OF INFORMATION AND COMMUNICATION TECHNOLOGY BY THE ACADEMIC STAFF.