Construction of aggregation operators for automated decision making via optimal interpolation and global optimization

This paper examines methods of point wise construction of aggregation operators via optimal interpolation. It is shown that several types of application-specific requirements lead to interpolatory type constraints on the aggregation function. These constraints are translated into global optimization problems, which are the focus of this paper. We present several methods of reduction of the number of variables, and formulate suitable numerical algorithms based on Lipschitz optimization.

Do knowledge and experience have specific roles in triage decision-making?

Accuracy of triage decisions is a major influence on patient outcomes. Triage nurses' knowledge and experience have been cited as influential factors in triage decision-making. The aim of this article is to examine the independent roles of factual knowledge and experience in triage decisions. All of the articles cited in this review were research papers that examined the relationship between triage decisions and knowledge and/or experience of triage nurses. Numerous studies have shown that factual knowledge is an important factor in improving triage decisions. Although a number of studies have examined the role of experience as an independent influence on triage decisions, none have found a significant relationship between experience and triage decision-making. Factual knowledge appears to be more important than years of emergency nursing or triage experience in triage decision accuracy. Many triage education programs are underpinned by the assumption that knowledge acquisition will result in improved triage decisions. A better understanding of the relationships between clinical decisions, knowledge, and experience is pivotal for the rigorous evaluation of education programs.

Impact of internationalisation on business decision-making: the Australian experience

The research considered the impact on the range of decision areas available to strategy setting for organisations internationalising part of their operations to reduce costs. The research utilised qualitative research data collected from interviews with 10 CEOs based on a structured interview guide formulated around the principal issues identified in the literature. Thematic analysis was used to extract evidence in relation to issues identified in the literature as well as new issues not currently identified .It found that internationalisation significantly reduced the range of decision areas available for strategic decision making. This affected the range of inputs to the formulation process, as well as the strategic choice options available. Organisations internationalising operations to reduce costs should increase levels of staff involvement through revolutionary strategy formulation processes, adopted more centralised corporate strategy processes and utilise a clearly differentiated and sequential relationship between corporate and business level strategies. The findings indicate that different strategy formulation processes are required for different levels of internationalisation of operations to reduce operating costs. Research into international strategy must recognize the change in the approach to strategy formulation that occurs as organisations increase their level of international operations. Future research to identify whether the currently generally adopted strategy formulation processes are adequate for all levels of internationalisation of operations should be pursued.

Conceptual framework of the precautionary principle approach in the decision-making process

This article reviews the precautionary principle as an approach in addressing decisions with far reaching environmental consequences under scientific uncertainty. The precautionary principle is intended to assist with structuring environmentally risky decisions toward sustainable development. It responds to the lack of scientific evidence of a potential environmental problem. There is currently no framework to assist with the process indicating the areas of importance and stages of decisionmaking. This paper suggests a framework to assist with the process of decision-making for complex environmental problems. The main areas of concern are the issues relating to the costs, risks, and benefits assessments. The main stages of the framework includes; definition of the problem, analysis of the potential environmental risks, assessments of specific anticipated legal, social, economic, political, and technological impacts, review of the key players (social, organisation and government) obligations, comparison of alternatives available, determination of accountability, implementation, decision making, monitoring and control processes.

Cross-cultural differences in consumer decision-making styles

This article compares consumer decision-making styles between Singaporeans and Australians. Utilising Hofstede’s framework, the paper argues that cultural dimensions influence consumer decision making styles. It is essential that managers understand cross-cultural consumer decision-making styles to make strategic decisions or effectively handle members of these nationalities. Marked differences were found between the two populations for: brand consciousness, innovativeness and overchoice confusion. The results suggest that some consumer decision-making styles differ due to consumers’ cultural values. Managerial implications and future research directions are discussed.

Decision making effectiveness in wildfire incident management teams

During large scale wildfires, suppression activities are carried out under the direction of an Incident Management Team (IMT). The aim of the research was to increase understanding of decision processes potentially related to IMT effectiveness. An IMT comprises four major functions: Command, Operations, Planning, and Logistics. Four methodologies were used to study IMT processes: computer simulation experiments; analyses of wildfire reports; interviews with IMT members; and cognitive ethnographic studies of IMTs. Three processes were important determinants of IMT effectiveness: information management and cognitive overload; matching component function goals to overall goals; and team metacognition to detect and counter task-disruptive developments. These processes appear to be complex multi-person analogues of individual Incident Command processes identified previously. The findings have implications for issues such as: creating IMTs; training IMTs; managing IMTs; and providing decision support to IMTs.

Decision-making models used by `graduate nurses` managing patients` medications

Background. Nurses in a graduate programme in Australia are those who are in the first year of clinical practice following completion of a 3-year undergraduate nursing degree. When working in an acute care setting, they need to make complex and ever-changing decisions about patients' medications in a clinical environment affected by multifaceted, contextual issues. It is important that comprehensive information about graduate nurses' decision-making processes and the contextual influences affecting these processes are obtained in order to prepare them to meet patients' needs.
Aim. The purpose of this paper is to report a study that sought to answer the following questions: What are the barriers that impede graduate nurses' clinical judgement in their medication management activities? How do contextual issues impact on graduate nurses' medication management activities? The decision-making models considered were: hypothetico-deductive reasoning, pattern recognition and intuition.
Methods. Twelve graduate nurses who were involved in direct patient care in medical and surgical wards of a metropolitan teaching hospital located in Melbourne, Australia participated in the study. Participant observations were conducted with the graduate nurses during a 2-hour period during the times when medications were being administered to patients. Graduate nurses were also interviewed to elicit further information about how they made decisions about patients' medications.
Results. The most common model used was hypothetico-deductive reasoning, followed by pattern recognition and then intuition. The study showed that graduate nurses had a good understanding of how physical assessment affected whether medications should be administered or not. When negotiating treatment options, graduate nurses readily consulted with more experienced nursing colleagues and doctors.
Study limitations. It is possible that graduate nurses demonstrated a raised awareness of managing patients' medications as a consequence of being observed.
Conclusions. The complexity of the clinical practice setting means that graduate nurses need to adapt rapidly to make sound and appropriate decisions about patient care.

Bushfire incident management team decision making

Large scale bushfire (or wildfire) suppression activities are conducted under the control of an Incident Management Team (IMT) comprising four major functions: Command, Operations, Planning, and Logistics. Four methodologies were used to investigate processes determining the effectiveness of IMT decision making activities: (a) laboratory experiments using the Networked Fire Chief computer simulation program; (b) analyses of reports of significant fires; (c) structured interviews with experienced IMT staff; and, (d) cognitive ethnographic studies of IMTs. Three classes of team processes were found to be important determinants of IMT effectiveness: information sharing and management; matching of the four component function goals to overall IMT goals; and monitoring of the overall IMT situation to detect and correct task disruptive processes. Several non-rational processes with the potential for hindering IMT effectiveness were noted. Team metacognition emerged as a key process for understanding effective IMT decision making.