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Assessment of Perceptions
 Related to Age Influence on
Attitudes & Performance Using
 CMMS Workflow Processes.


                Aviation Psychology
                        Juan J Cajas
                    January 13, 2013
Content


1. Introduction & Objective

2. Methodology

3. Results

4. Conclusions
Introduction

∗ Aviation organizations are replacing outdated systems to
  control maintenance operations.
∗ Maintenance areas are implementing support information
  processing technology as Computerized Maintenance
  Management Systems (CMMS).
∗ CMMS systems include algorithms automating the workflow.
∗ Rumors complicate the normal challenges during
  implementation. Change management should solve issues like
  problems with motivation and performance.
∗ Is there an age influence? First, an assessment is needed to
  evaluate opinions and factors influencing the opinions?
Objective


∗ Assess the perception of people about age

 influence on attitudes and performance of

 maintenance employees in airline

 organizations.
Methodology

∗ A survey is elaborated to assess two aspects: attitudes and
  performance.
  ∗ Attitudes: confidence and excitement
  ∗ Performance, quantity of errors and completion time
∗ Respondents randomly selecting from different work areas
  within a typical maintenance organization (Line
  Maintenance, Quality Control, Materials, Engineering,
  Planning, etc.).
∗ Majority of respondents belong to the same company but
  some of the respondents work in the headquarters of the
  firm in a different country.
Survey
Results

                 Question 1                                      Question 9

                 Q1 Total Count                                 Q9 Total Count
  12                                             8
                                                 7
  10
                                                 6
   8
                                                 5
   6                                             4
                                   Total Count                                        Total Count
                                                 3
   4
                                                 2
   2
                                                 1
   0                                             0
       CD   PD      N    PA   CA                      CD   PD     N     PA       CA



∗ Graph 1. Responses showing attitude                ∗ Graph 2. Responses showing attitude
  respect confidence of young AMTs or                  respect confidence of workers over 50
  engineers to do computer-based                       years to use computer-based workflow
  workflow processes.                                  processes
Results

              Null Hypothesis
     ∗ Ho : There is not a significant difference
       between the answers provided for Q1 and
       Q9




            Mann-Whitney U-test
   ∗ From U-test tables @5% two tailed, Ucrit = 99
   ∗ U <= Ucritical?
   ∗ No, there is no significant difference between
     the answers
Results

            Question 1                                   Question 1
  16                                    8

  14                                    7

  12                                    6
                                                                                CD
  10                                    5
                                <30                                             PD
   8                                    4
                                30-50                                           N
   6                            >50     3                                       PA
   4                                    2                                       CA

   2                                    1

   0                                    0
        D       N        A                        Prod             Overh



∗ Graph 3. Responses showing attitude       ∗ Graph 4. Responses showing attitude
  respect confidence of young AMTs or         respect confidence of young AMTs or
  engineers to do computer-based              engineers to do computer-based
  workflow processes, segregated by           workflow processes, segregated by
  age of the respondents                      work area of the respondents.
Results

             Question 9                                     Question 9
  12                                         6


  10                                         5


   8                                         4                                   CD
                                     <30                                         PD
   6                                         3
                                     30-50                                       N
                                     >50     2                                   PA
   4
                                                                                 CA
   2                                         1


   0                                         0
         D         N         A                       Prod            Overh



∗ Graph 5. Responses showing attitude        ∗ Graph 6. Responses showing attitude
  respect confidence of workers over 50        respect confidence of workers over 50
  years to use computer-based                  years to use computer-based workflow
  workflow processes, segregated by            processes, segregated by work area of
  age of the respondents.                      the respondents.
Results

               Question 2                                           Question 4
               Q2 Total Count                                      Q4 Total Count
12                                                 9
                                                   8
10
                                                   7
 8                                                 6
                                                   5
 6
                                     Total Count   4                                     Total Count
 4                                                 3
                                                   2
 2
                                                   1
 0                                                 0
     CD   PD      N     PA      CA                      CD    PD     N      PA      CA



∗ Graph 7. Responses showing attitude                  ∗ Graph 8. Responses showing attitude
  respect excitement of workers over 50                  respect excitement of young AMTs or
  years to use computer-based                            engineers to do computer-based
  workflow processes                                     workflow processes.
Results

               Question 3                                           Question 5
               Q3 Total Count                                       Q5 Total Count
6                                                  9
                                                   8
5
                                                   7
4                                                  6
                                                   5
3
                                     Total Count   4                                      Total Count
2                                                  3
                                                   2
1
                                                   1
0                                                  0
    CD    PD     N     PA       CA                       CD    PD     N     PA       CA


∗ Graph 13. Responses showing                          ∗ Graph 14. Responses showing
  perception respect errors done by                      perception respect errors done by
  workers over 50 years using computer-                  young AMTs or engineers using
  based workflow processes.                              computer-based workflow processes.
Results

              Question 6                                            Question 8
              Q6 Total Count                                       Q8 Total Count
7                                                 12

6                                                 10
5
                                                   8
4
                                                   6
3                                   Total Count                                          Total Count
                                                   4
2

1                                                  2

0                                                  0
    CD   PD     N     PA       CA                        CD   PD      N     PA      CA


∗ Graph 19. Responses showing                          ∗ Graph 20. Responses showing
  perception respect completion time by                  perception respect completion time by
  workers over 50 years using computer-                  young AMTs or engineers using
  based workflow processes.                              computer-based workflow processes.
Results

               Question 7                                      Summary
                 Total Count                      ∗ Respondents believe young people is
12                                                  more motivated, interested, do less
                                                    errors and finish sooner tasks in CMMS.
10
                                                  ∗ They are consistent answering the
8
                                                    related questions respect senior
6
                                    Total Count     employees.
4                                                 ∗ Respondents are more neutral respect
2                                                   skills and motivation of seniors
0
                                                  ∗ Previous experience is key according to
     CD   PD      N       PA   CA                   respondents.

∗ Graph 25. Responses showing
  perception respect influence of
  previous computer experience.
Conclusions
∗ These conclusions only apply to the population observed.
   ∗ 1. Age of the respondent is not a factor when agreeing or disagreeing with the statements.

   ∗ 2. Respondents were consistent with each pair of related questions. This conclusion is
     supported with the U-tests run.

   ∗ 3. There was not statistical evidence that work area is a factor influencing the level of
     agreement or disagreement. Again U-tests elaborated support this conclusion.

   ∗ 4. People were more biased to agree with responses favoring superior motivation and
     performance of young users of CMMS.

   ∗ 5. Respondents were neutral on attitudes respect skills and motivation of senior
     employees.

   ∗ 6. Previous experience using computers is an important factor, but more research is
     required to properly assess the impact or validity of such perception.
Assessment of Perceptions
 Related to Age Influence on
Attitudes & Performance Using
 CMMS Workflow Processes.


                Aviation Psychology
                    January 13, 2013

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Assessment of perceptions related to age influence in cmms work

  • 1. Assessment of Perceptions Related to Age Influence on Attitudes & Performance Using CMMS Workflow Processes. Aviation Psychology Juan J Cajas January 13, 2013
  • 2. Content 1. Introduction & Objective 2. Methodology 3. Results 4. Conclusions
  • 3. Introduction ∗ Aviation organizations are replacing outdated systems to control maintenance operations. ∗ Maintenance areas are implementing support information processing technology as Computerized Maintenance Management Systems (CMMS). ∗ CMMS systems include algorithms automating the workflow. ∗ Rumors complicate the normal challenges during implementation. Change management should solve issues like problems with motivation and performance. ∗ Is there an age influence? First, an assessment is needed to evaluate opinions and factors influencing the opinions?
  • 4. Objective ∗ Assess the perception of people about age influence on attitudes and performance of maintenance employees in airline organizations.
  • 5. Methodology ∗ A survey is elaborated to assess two aspects: attitudes and performance. ∗ Attitudes: confidence and excitement ∗ Performance, quantity of errors and completion time ∗ Respondents randomly selecting from different work areas within a typical maintenance organization (Line Maintenance, Quality Control, Materials, Engineering, Planning, etc.). ∗ Majority of respondents belong to the same company but some of the respondents work in the headquarters of the firm in a different country.
  • 7. Results Question 1 Question 9 Q1 Total Count Q9 Total Count 12 8 7 10 6 8 5 6 4 Total Count Total Count 3 4 2 2 1 0 0 CD PD N PA CA CD PD N PA CA ∗ Graph 1. Responses showing attitude ∗ Graph 2. Responses showing attitude respect confidence of young AMTs or respect confidence of workers over 50 engineers to do computer-based years to use computer-based workflow workflow processes. processes
  • 8. Results Null Hypothesis ∗ Ho : There is not a significant difference between the answers provided for Q1 and Q9 Mann-Whitney U-test ∗ From U-test tables @5% two tailed, Ucrit = 99 ∗ U <= Ucritical? ∗ No, there is no significant difference between the answers
  • 9. Results Question 1 Question 1 16 8 14 7 12 6 CD 10 5 <30 PD 8 4 30-50 N 6 >50 3 PA 4 2 CA 2 1 0 0 D N A Prod Overh ∗ Graph 3. Responses showing attitude ∗ Graph 4. Responses showing attitude respect confidence of young AMTs or respect confidence of young AMTs or engineers to do computer-based engineers to do computer-based workflow processes, segregated by workflow processes, segregated by age of the respondents work area of the respondents.
  • 10. Results Question 9 Question 9 12 6 10 5 8 4 CD <30 PD 6 3 30-50 N >50 2 PA 4 CA 2 1 0 0 D N A Prod Overh ∗ Graph 5. Responses showing attitude ∗ Graph 6. Responses showing attitude respect confidence of workers over 50 respect confidence of workers over 50 years to use computer-based years to use computer-based workflow workflow processes, segregated by processes, segregated by work area of age of the respondents. the respondents.
  • 11. Results Question 2 Question 4 Q2 Total Count Q4 Total Count 12 9 8 10 7 8 6 5 6 Total Count 4 Total Count 4 3 2 2 1 0 0 CD PD N PA CA CD PD N PA CA ∗ Graph 7. Responses showing attitude ∗ Graph 8. Responses showing attitude respect excitement of workers over 50 respect excitement of young AMTs or years to use computer-based engineers to do computer-based workflow processes workflow processes.
  • 12. Results Question 3 Question 5 Q3 Total Count Q5 Total Count 6 9 8 5 7 4 6 5 3 Total Count 4 Total Count 2 3 2 1 1 0 0 CD PD N PA CA CD PD N PA CA ∗ Graph 13. Responses showing ∗ Graph 14. Responses showing perception respect errors done by perception respect errors done by workers over 50 years using computer- young AMTs or engineers using based workflow processes. computer-based workflow processes.
  • 13. Results Question 6 Question 8 Q6 Total Count Q8 Total Count 7 12 6 10 5 8 4 6 3 Total Count Total Count 4 2 1 2 0 0 CD PD N PA CA CD PD N PA CA ∗ Graph 19. Responses showing ∗ Graph 20. Responses showing perception respect completion time by perception respect completion time by workers over 50 years using computer- young AMTs or engineers using based workflow processes. computer-based workflow processes.
  • 14. Results Question 7 Summary Total Count ∗ Respondents believe young people is 12 more motivated, interested, do less errors and finish sooner tasks in CMMS. 10 ∗ They are consistent answering the 8 related questions respect senior 6 Total Count employees. 4 ∗ Respondents are more neutral respect 2 skills and motivation of seniors 0 ∗ Previous experience is key according to CD PD N PA CA respondents. ∗ Graph 25. Responses showing perception respect influence of previous computer experience.
  • 15. Conclusions ∗ These conclusions only apply to the population observed. ∗ 1. Age of the respondent is not a factor when agreeing or disagreeing with the statements. ∗ 2. Respondents were consistent with each pair of related questions. This conclusion is supported with the U-tests run. ∗ 3. There was not statistical evidence that work area is a factor influencing the level of agreement or disagreement. Again U-tests elaborated support this conclusion. ∗ 4. People were more biased to agree with responses favoring superior motivation and performance of young users of CMMS. ∗ 5. Respondents were neutral on attitudes respect skills and motivation of senior employees. ∗ 6. Previous experience using computers is an important factor, but more research is required to properly assess the impact or validity of such perception.
  • 16. Assessment of Perceptions Related to Age Influence on Attitudes & Performance Using CMMS Workflow Processes. Aviation Psychology January 13, 2013