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With a six-point Likert scale, more variance and a clear picture of the development of satisfaction over time are expected.
Of course individuals choosing these career paths may also differ in terms of characteristics and aspirations and this also may influence the development of satisfaction.
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Development of professional satisfaction in meeting job expectations is a key issue for those who may be in their first professional-level job due to the "school to prison pipeline" that negatively impacts students in schools from communities with high poverty and people of color (Wald and Losen 2003).
The proposed methodology mainly involves development of customer satisfaction and cost models using fuzzy regression, generation of product utility functions using chaos-based fuzzy regression, formulation of a multi-objective optimization model and its solving using a non-dominated sorting genetic algorithm-II (NSGA-II).
Higher SOC has also been reported to result in a more positive development of life satisfaction [ 33].
The recognition of the potential for different information needs for different types of cancer led to the development of the Satisfaction with Cancer Information Profile (SCIP) [ 17].
Higher SOC has also been reported to result in a more positive development of life satisfaction [ 18] in persons with mental health problems.
A further step was taken by the EBB network in 2009 through the development of a satisfaction questionnaire to be sent to the users, for checking the quality of the services provided by the EBB biobanks.
Theories of people's satisfaction can be used to inform the development of measures of satisfaction.
In view of the repeated developments of new satisfaction questionnaires, and the time required to construct and validate them [ 20, 21], we decided to start from an existing validated satisfaction questionnaire, the Consumer Satisfaction Survey in its French version [ 22, 23].
Thus, the authors concluded that identification, intrinsic motivation and interest foster cognitive processes and the results of learning, positive emotions while learning, the development of identity, work satisfaction, identification with the learned occupation and the willingness for further education.
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