Much research has been devoted over the years to investigating and advancing the techniques and tools used by analysts when they model. As opposed to what academics, software providers and their resellers promote as should be happening, the aim of this research was to determine whether practitioners still embraced conceptual modeling seriously. In addition, what are the most popular techniques and tools used for conceptual modeling? What are the major purposes for which conceptual modeling is used? The study found that the top six most frequently used modeling techniques and methods were ER diagramming, data flow diagramming, systems flowcharting, workflow modeling, UML, and structured charts. Modeling technique use was found to decrease significantly from smaller to medium-sized organizations, but then to increase significantly in larger organizations (proxying for large, complex projects). Technique use was also found to significantly follow an inverted U-shaped curve, contrary to some prior explanations. Additionally, an important contribution of this study was the identification of the factors that uniquely influence the decision of analysts to continue to use modeling, viz., communication (using diagrams) to/from stakeholders, internal knowledge (lack of) of techniques, user expectations management, understanding modelsÕ integration into the business, and tool/software deficiencies. The highest ranked purposes for which modeling was undertaken were database design and management, business process documentation, business process improvement, and software development.

Background: Advanced age is associated with difficulties in understanding the emotional or mental state of others. However, little is known about the underlying cognitive processes that may contribute. We investigate how perspective taking changes in older adults and how this relates to executive and social cognition. Method: Using a novel visual perspective taking (VPT) task, 50 healthy older adults and 122 healthy young adults completed measures of implicit VPT (i.e. egocentric--perspective only) and level one (i.e number of balls seen from egocentric/allocentric) and two (i.e. more balls on left or right from egocentric/allocentric) explicit VPT. Age differences on accuracy and response time (RT) were analysed. Baseline executive and social cognitive functioning were assessed for processing speed, updating, response inhibition, set--switching, affective theory of mind (ToM), and social--emotional cognition. Regression models were used to determine the relationship between VPT, executive, social cognition and ageing. Results: Older adults were slower when required to switch to the allocentric perspective in both level one and two VPT tasks. Congruency effects (impaired performance when scenes were incongruent with the alternate perspective) were identified for accuracy and RT for the egocentric and allocentric conditions of both level one and two explicit VPT. Older adults also displayed a greater congruency effect during the egocentric trials of the level two VPT task. Younger adults displayed a greater congruency effect for errors on the egocentric condition of the level one VPT task. Congruency effect for errors on the allocentric condition of both level one and two VPT tasks correlated with social emotional cognition, such that a greater ability to inhibit the egocentric perspective was associated with better social cognitive performance. Switching to the allocentric perspective was associated with both processing speed and response inhibition and these partially, but not completely, explained the age-related effects on switch cost. A robust implicit VPT effect was identified in both young and older adults. Conclusion: Social difficulties may arise in older adults due to difficulty switching to the allocentric perspective. A greater tendency to rotate into allocentric perspectives during egocentric judgements may reflect a weaker embodied self in older adults. Executive and social cognition are associated with perspective taking ability, but these only partially explain age--related performance differences. Lower level perspective taking difficulty should be considered in studies of social difficulties in advanced age.

Background: Advanced age is associated with difficulties in understanding the emotional or mental state of others. However, little is known about the underlying cognitive processes that may contribute. We investigate how perspective taking changes in older adults and how this relates to executive and social cognition.Method: Using a novel visual perspective taking (VPT) task, 50 healthy older adults and 122 healthy young adults completed measures of implicit VPT (i.e. egocentric-perspective only) and level one (i.e number of balls seen from egocentric/allocentric) and two (i.e. more balls on left or right from egocentric/allocentric) explicit VPT. Age differences on accuracy and response time (RT) were analysed. Baseline executive and social cognitive functioning were assessed for processing speed, updating, response inhibition, set-switching, affective theory of mind (ToM), and social-emotional cognition. Regression models were used to determine the relationship between VPT, executive, social cognition and ageing. Results: Older adults were slower when required to switch to the allocentric perspective in both level one and two VPT tasks. Congruency effects (impaired performance when scenes were incongruent with the alternate perspective) were identified for accuracy and RT for the egocentric and allocentric conditions of both level one and two explicit VPT. Older adults also displayed a greater congruency effect during the egocentric trials of the level two VPT task. Younger adults displayed a greater congruency effect for errors on the egocentric condition of the level one VPT task. Congruency effect for errors on the allocentric condition of both level one and two VPT tasks correlated with social emotional cognition, such that a greater ability to inhibit the egocentric perspective was associated with better social cognitive performance. Switching to the allocentric perspective was associated with both processing speed and response inhibition and these partially, but not completely, explained the age-related effects on switch cost. A robust implicit VPT effect was identified in both young and older adults. Conclusion: Social difficulties may arise in older adults due to difficulty switching to the allocentric perspective. A greater tendency to rotate into allocentric perspectives during egocentric judgements may reflect a weaker embodied self in older adults. Executive and social cognition are associated with perspective taking ability, but these only partially explain age-related performance differences. Lower level perspective taking difficulty should be considered in studies of social difficulties in advanced age.

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Abstract. Much research has been devoted over the years to investigating and advancing the techniques and tools used by analysts when they model. As opposed to what academics, software providers and their resellers promote as should be happening, the aim of this research was to determine whether practitioners still embraced conceptual modelling seriously. In addition, what are the most popular techniques and tools used for conceptual modelling? What are the major purposes for which conceptual modelling is used? The study found that the top six most frequently used modelling techniques and methods were ER diagramming, data flow diagramming, systems flowcharting, workflow modelling, RAD, and UML. However, the primary contribution of this study was the identification of the factors that uniquely influence the continued-use decision of analysts, viz., communication (using diagrams) to/from stakeholders, internal knowledge (lack of) of techniques, user expectations management, understanding models integration into the business, and tool/software deficiencies.