scholarly journals A Multi-Criteria Study of Decision-Making Proficiency in Student’s Employability for Multidisciplinary Curriculums

Mathematics ◽  
2020 ◽  
Vol 8 (6) ◽  
pp. 897 ◽  
Author(s):  
Yueh-Min Huang ◽  
Ming Yuan Hsieh ◽  
Muhammet Usak
Keyword(s):  
Higher Education ◽  
Decision Making ◽  
Problem Solving ◽  
Technology Acceptance ◽  
The Self ◽  
Self Control ◽  
Learning Performance ◽  
Interdisciplinary Curriculum ◽  
Actual System ◽  
System Use

To effectively increase the employment rate of higher education graduates, higher education institutions are doing their best to provide the most high-quality technologized interdisciplinary curriculum, to educate professional expertise in decision-making and to fortify student employability. Therefore, after executing a series of evaluated measurements, there are four highly valuable and contributive conclusions and findings. First, judgeability was the most critical decision-making employability factor and was directly influenced by the self-efficacy (SE), self-control (SC) and self-regulation (SR) of the autonomy-learning performance of social learning theory (SLT). Second, the SE of autonomy-learning performance of SLT was positively impacted by the behavioral intention to use and actual system use of the technology acceptance model (TAM), and monitor, control and evaluate decision-making, select the best solutions, clarify the objectiveness to be achieved and search for possible solutions of rational decision-making model (RDMM). It is necessary for higher education graduates to possess judgeability to confidently deal with problem-solving issues by actually using diversified technological applications for clarifying, monitoring, controlling and evaluating the decision-making objectiveness, and to comprehensively search the possible solutions, in order to eventually induce the best solutions for the problem. Third, define and diagnose the issues or problems of the RDMM model affected by the self-control (SC) of autonomy-learning performance of the SLT theory, because higher education graduates have to possess justifiability to define and diagnose the problem-solving issues in-depth, by exercising the introspective self-correcting capacities cultivated from an interdisciplinary curriculum. Lastly, actual system use of the TAM indeed impacted the SR of the autonomy-learning performance of SLT, because higher education graduates have to assess, revise and justify their self-actions in thinking, motivation, feeling, cognition and behaviors, by self-observing and accumulating experience from an interdisciplinary curriculum.

scholarly journals Technology Acceptance of a Machine Learning Algorithm Predicting Delirium in a Clinical Setting: a Mixed-Methods Study

2021 ◽  
Vol 45 (4) ◽  
Author(s):  
Stefanie Jauk ◽  
Diether Kramer ◽  
Alexander Avian ◽  
Andrea Berghold ◽  
Werner Leodolter ◽  
...  
Keyword(s):  
Machine Learning ◽  
Mixed Methods ◽  
Technology Acceptance ◽  
Health Care Professionals ◽  
User Acceptance ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Actual System ◽  
System Use ◽  
Delirium Management

AbstractEarly identification of patients with life-threatening risks such as delirium is crucial in order to initiate preventive actions as quickly as possible. Despite intense research on machine learning for the prediction of clinical outcomes, the acceptance of the integration of such complex models in clinical routine remains unclear. The aim of this study was to evaluate user acceptance of an already implemented machine learning-based application predicting the risk of delirium for in-patients. We applied a mixed methods design to collect opinions and concerns from health care professionals including physicians and nurses who regularly used the application. The evaluation was framed by the Technology Acceptance Model assessing perceived ease of use, perceived usefulness, actual system use and output quality of the application. Questionnaire results from 47 nurses and physicians as well as qualitative results of four expert group meetings rated the overall usefulness of the delirium prediction positively. For healthcare professionals, the visualization and presented information was understandable, the application was easy to use and the additional information for delirium management was appreciated. The application did not increase their workload, but the actual system use was still low during the pilot study. Our study provides insights into the user acceptance of a machine learning-based application supporting delirium management in hospitals. In order to improve quality and safety in healthcare, computerized decision support should predict actionable events and be highly accepted by users.

scholarly journals Reliability of self-employment intentions instrument among international students in Indonesian university

2018 ◽  
Vol 7 (2.10) ◽  
pp. 76
Author(s):  
Mhd Subhan ◽  
Mas’ud Zein ◽  
Akhyar . ◽  
Mohd Hakimie Zainal Abidin ◽  
Sallehudin Ali ◽  
...  
Keyword(s):  
Higher Education ◽  
Decision Making ◽  
International Students ◽  
University Students ◽  
Future Study ◽  
The Self ◽  
Cronbach's Alpha ◽  
Self Employment ◽  
The University ◽  
College Personnel

This paper examines the validation instrument used to measure the psychometric status of the self-employment intentions. Self-employment intentions are crucial to identify the university students in order to confirm their decision making. They are a questionnaire to measure graduation in university to start choice on their careers. This instrument is composed of 11 items and was carried out to 115 international students studying in one Indonesian higher education. There were 49 male and 66 female respondents involved in this study. The Cronbach’s Alpha value was .94 which strongly suggest that the instrument has an excellent reliability. This study points out that self-employment intentions are suitable to be used by college personnel and counselors to examine and identify self-employment intentions among international students in Indonesian higher education. Implications for future study will also be discussed. 

Online Critical Thinking in Problem-Solving Groups

2011 ◽  
pp. 1348-1356
Author(s):  
Deana L. Molinari ◽  
Alice E. Dupler
Keyword(s):  
Higher Education ◽  
Decision Making ◽  
Critical Thinking ◽  
Nursing Education ◽  
Problem Solving ◽  
Experiential Learning ◽  
Group Decision Making ◽  
Collaborative Problem Solving ◽  
Collaborative Problem ◽  
Social Negotiations

There are many different definitions of critical thinking (CT). Some type of the concept is taught in all higher education disciplines. Academia teaches teamwork and critical thinking (Cathcart & Samovar, 1992) because the professional world requires small-group decision making (Jonassen & Kwon, 2001). Critical thinking is taught by precept and practice (Facione, 1995; Wilkinson, 2001; Winningham, 2000). Constructivists recommend dialogue because meaningful discussion enhances experiential learning through social negotiations and reflection (Vrasidas & McIsaac, 1999). Collaborative problem solving is often utilized in nursing education to increase critical thinking (Collis, Andernach, & Van Diepen, 1997; Cragg, 1991; Crooks, Klein, Savenye, & Leader, 1998; Krothe, Pappas, & Adair, 1996).

scholarly journals Analisis Technology Acceptance Model (TAM) Terhadap Penggunaan Aplikasi Gojek Pada Mahasiswa Di Kota Palembang

2021 ◽  
Vol 10 (2) ◽  
pp. 173-180
Author(s):  
Nyayu Sakinatul Mardhiyah ◽  
M Rusydi ◽  
Peni Cahaya Azwari
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Behavioral Intention ◽  
Quantitative Research ◽  
Ease Of Use ◽  
Actual System ◽  
Quantitative Research Methods ◽  
System Use ◽  
The Subject ◽  
Acceptance Model

This research aims to find out how technology in the form of gojek can be well received by colleges in Palembang. The framework has been developed based on the TAM and TRA with quantitative research methods in the form of SEM Amos 21. The results of the research are usefulness and ease of use have a positive and significant effect on behavioral intention of use, usefulness, ease of use and behavioral intention of use have a positive and significant effect on actual system use, the last usefulness and ease of use have a positive and significant effect on actual system use through behavioral intention of use. Based on these results it can be concluded that the subject has been well received by Palembang colleges through TAM and TRA as the grand theory.

scholarly journals Intertemporal choice reflects value comparison rather than self-control: insights from confidence judgments

2021 ◽  
Author(s):  
Adam Bulley ◽  
Karolina Maria Lempert ◽  
Colin Conwell ◽  
Muireann Irish
Keyword(s):  
Decision Making ◽  
Intertemporal Choice ◽  
The Self ◽  
Self Control ◽  
Confidence Judgments ◽  
Adult Participants ◽  
Subjective Value ◽  
The Right ◽  
Intertemporal Decisions ◽  
Intertemporal Choices

Intertemporal decision-making has long been assumed to measure self-control, with prominent theories treating choices of smaller, sooner rewards as failed attempts to override immediate temptation. If this view is correct, people should be more confident in their intertemporal decisions when they “successfully” delay gratification than when they do not. In two pre- registered experiments with built-in replication, adult participants (n=117) made monetary intertemporal choices and rated their confidence in having made the right decisions. Contrary to assumptions of the self-control account, confidence was not higher when participants chose delayed rewards. Rather, participants were more confident in their decisions when possible rewards were further apart in time-discounted subjective value, closer to the present, and larger in magnitude. Demonstrating metacognitive insight, participants were more confident in decisions that better aligned with their independent valuation of possible rewards. Decisions made with less confidence were more prone to changes-of-mind and more susceptible to a patience-enhancing manipulation. Together, our results establish that confidence in intertemporal choice tracks uncertainty in estimating and comparing the value of possible rewards – just as it does in decisions unrelated to self-control. Our findings challenge self- control views and instead cast intertemporal choice as a form of value-based decision-making about future possibilities.

scholarly journals Response-Inhibition During Problem Solving in Sheep (Ovis Aries)

2019 ◽  
Vol 32 ◽  
Author(s):  
Franziska Knolle ◽  
Rita P. Goncalves ◽  
Emma L. Davies ◽  
Amy R. Duff ◽  
Jenny A. Morton
Keyword(s):  
Decision Making ◽  
Problem Solving ◽  
Response Inhibition ◽  
Food Reward ◽  
Animal Species ◽  
Stop Signal ◽  
Ovis Aries ◽  
The Self ◽  
Stop Signal Task ◽  
Better Than

Response inhibition is a behavioural skill that is important for flexible behaviour and appropriate decision making. It requires the suppression of a prepotent, but inappropriate action, in order to achieve a more advantageous outcome. Response inhibition has been tested in many animal species using the cylinder task. This task requires the self-driven inhibition of an impulse to obtain a visible food reward via a detour, rather than a direct but blocked route. We have shown previously using the stop-signal task that sheep can successfully interrupt an already-started response, if a reward is going to be restricted. However, it is not known if sheep can show self-driven response inhibition in a task that provides a reward independent of performance. Here we tested two groups of sheep on the cylinder task (11 Lleyn sheep: aged 8 months; 8 Welsh mountain sheep aged ~8 years old). Sheep were trained using an opaque cylinder and all sheep successfully learned the task. When response inhibition was tested using the transparent cylinder, all sheep performed significantly better than chance, but the older sheep showed a reduced number of correct responses compared to the young sheep (72.5±5.0% and 86.4±4.3% respectively). The results show that sheep have a mechanism for self-regulating their actions in order to retrieve food faster.

scholarly journals The Effect of Self-efficacy and Psychosocial Development on Major-Changing Behavior

2010 ◽  
Vol 30 (2) ◽  
pp. 65-71 ◽  
Author(s):  
Karen E. Cunningham ◽  
Anthony W. Smothers
Keyword(s):  
Decision Making ◽  
Problem Solving ◽  
Psychosocial Development ◽  
Self Efficacy ◽  
Life Skills ◽  
The Self ◽  
Skills Development ◽  
Self Perception ◽  
Life Skills Development ◽  
General Self Efficacy

In this study, we sought to determine whether psychosocial development and self-efficacy of major changers differ from those classified as relatively stable. Participants completed the Life-Skills Inventory-College (Picklesimer, 1991) form to measure psychosocial development and the General Self-efficacy (Schwarzer & Jerusalem, 1995) scale to measure students' level of self-efficacy. Major changers reported a lower level of self-efficacy than relatively stable students, and relatively stable students scored higher on the self-perception measures of the Problem-Solving/Decision-Making subscale on the Life-Skills Development Inventory than did major changers.

PREVENTING PTSD: THE VALUE OF INNER RESOURCEFULNESS AND A SENSE OF PERSONAL CONTROL OF A SITUATION. IS IT A MATTER OF PROBLEM-SOLVING OR ANXIETY MANAGEMENT?

2003 ◽  
Vol 31 (4) ◽  
pp. 463-466 ◽  
Author(s):  
Graham J. Ness ◽  
Norman Macaskill
Keyword(s):  
Locus Of Control ◽  
Problem Solving ◽  
Coping Strategies ◽  
Personal Control ◽  
The Self ◽  
Self Control ◽  
Common Pattern ◽  
Control Scale ◽  
Case Series Study ◽  
Life Threatening

The accounts of five subjects who survived life threatening experiences without the development of PTSD were examined, focusing on the coping strategies and cognitions described in these situations. The study aimed to determine whether there was a common pattern of response amongst subjects in these situations similar to the cognitive patterns described by the senior author of the previous case study (Ness & Macaskill, 2000) who survived a near drowning experience without the development of PTSD. In the search for common coping strategies all five respondents in the study completed the Locus of Control Scale (Rotter, 1966) and the Self-Control Schedule (Fisher & Reason, 1988). All five respondents demonstrated the use of problem solving as their main cognitive strategy, utilizing specific information from their previous experience relevant to their life-threatening situation. Respondents did not appear to rely on coping strategies aimed at the management of acute anxiety symptomatology. There was no common pattern among respondents in profiles on the Self-Control Schedule or the Locus of Control Scale. The possible implications of this case series study are discussed in relation to opportunities for the prevention of PTSD, the use of debriefing and the treatment of post-traumatic stress.

scholarly journals STUDENTS’ ACCEPTANCE OF THE USE OF GOOGLE CLASSROOM AS A PLATFORM IN BLENDED LEARNING

2020 ◽  
Vol 12 (1) ◽  
pp. 1-16
Author(s):  
Aulia Khairani ◽  
Afrianto Daud ◽  
Mahdum Adnan
Keyword(s):  
Blended Learning ◽  
Technology Acceptance ◽  
Behavioral Intention ◽  
English Language ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Japanese Language ◽  
Perceived Ease Of Use ◽  
Actual System ◽  
System Use

This study aims to identify the students’ acceptance level of the use of Google Classroom as a platform in Blended-learning and to compare the results between three departments of Language and Arts Department in FKIP of Universitas Riau. Data of this survey research were collected through an online survey using Google form and analysed descriptively. The survey was distributed to all students and 205 of them responded the survey coming from three departments: English Language and Arts Department, Indonesian Language and Arts Department, and Japanese Language and Arts Department in FKIP of Universitas Riau. The questionnaires in the survey used Technology Acceptance Model (TAM) proposed by Davis (1986) with four indicators to measure the students’ acceptance: Perceived Usefulness (PU), Perceived Ease of Use (PEU),  Behavioral Intention (BI), and Actual System Use (AU).   The students’ acceptance levels in terms of  Perceived usefulness (62,8%) was in very good category; Perceived Ease of Use (67,2%) was in very good category; Behavioral Intention (69%) was in very good category; and Actual System Use (48,55%) was  good category. The result shows that the level of the students’ acceptance of Google Classroom, in general, is Very Good (62%). It means, the students positively accepted Google Classroom as a platform in blended-learning. Behavioral Intention was the indicator with the highest percentage (69%) which explains that students are interested and intend to increase their use of the Google Classroom. Data also shows that out of the three departments, English Language and Arts Department has the highest average mean score (3.67) followed by Indonesian Language and Arts Department (3.57) and Japanese Language and Arts Department (3.54). This study implies that English department students experienced more acceptance in using the Google Classroom compared to the other two departments.

Decision Making and Problem Solving in Higher Educational Institutions

2016 ◽  
pp. 226-241 ◽  
Author(s):  
Muhamadi Kaweesi ◽  
Farooq Miiro
Keyword(s):  
Higher Education ◽  
Decision Making ◽  
Economic Development ◽  
Problem Solving ◽  
Higher Education Institutions ◽  
Educational Institutions ◽  
Decision Making Process ◽  
Complex World ◽  
Decision Making Factors ◽  
To Come

As it is stated that the economy of a country can never be greater than the education of its people, today parents and several organizations are investing a lot of money in education to better the future of their children and also meet the demands of the several generations to come. Through this process, the level of competition among higher education institutions is too high for them to survive and continuously attract parents, citizens and funders to meet demands of both institutional and community challenges. The aim of this paper, therefore, is to explore the concept of decision making, factors that determine the decision making process, the effectiveness of decision making and problem solving in higher education institutions deemed to be largely chaotic and complex. World over, government and states are investing in higher education to transform their communities in terms of knowledge, skills, culture and economic development.

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