Table 1. Task categories and complexity... | Emerald Publishing

Table 1.

Task categories and complexity in financial accounting judgment*

Task	Example	Level	Reasons
A: Requesting specific legal references	Which paragraph is relevant for the assessment of restructuring provisions?	Noncomplex	For a competent professional, the task is straightforward, as it primarily involves identifying information from known sources
			The task is rule-based, with clear procedures, minimal judgment and no requirement for integrating multiple factors
			Requires familiarity with the legal standards, which is part of the core skill set of competent practitioners
B: Legal reference identification in context	I am an accountant in an Austrian bicycle wholesaler. The balance sheet date is December 31. On November 15, we signed a sales contract with our customer Alpha. It states that on March 15 in the following year, 2000 bicycles are to be delivered by us at €150 per unit. On December 20, we plan to order the relevant bicycles from our manufacturer and learn that, due to a price increase, they now cost €170 per unit. Sales costs amount to €5 per unit. In the event of a cancelation a penalty of € 100,000 occurs. Which legal reference might be relevant for solving this matter?	Noncomplex	For a competent professional, this task involves linking a situation to the correct legal reference, a process that is structured and within their domain expertise
			Context is provided clearly in the prompt, reducing ambiguity and enabling systematic application of knowledge judgment
			Does not require deep strategic judgment or advanced experience; it relies on structured problem-solving aligned with their skill set
C: Case-based calculations	I am an accountant in the accounting department of an Austrian bicycle wholesaler. The balance sheet date is December 31. On November 15, we signed a sales contract with our customer Alpha. It states that on March 15, 2000 bicycles are to be delivered by us at €150 per unit. On December 20, we plan to order the relevant bicycles from our manufacturer and learn that, due to a price increase, they now cost €170 per unit. Sales costs amount to €5 per unit. A contract withdrawal is possible at €50 per bicycle and shall be executed if it helps to minimize the damage. A provision is required, what′s the amount recognized at year end (31 / 12)? Provide the calculation path. (Answer briefly)	Noncomplex	For a competent professional, this task category involves a straightforward application of accounting standards combined with basic arithmetic calculations
			The nature of the task is structured, and it is clear what the input data is and what are expectations, making it manageable without requiring judgment beyond basic application of rules
			Competent practitioners are trained in combining conceptual understanding with numerical accuracy, and the task does not require higher-order problem-solving
D: Case-based decision making	I am an accountant in the accounting department of an Austrian bicycle wholesaler. The balance sheet date is December 31. On November 15, we signed a sales contract with our customer Alpha. It states that on March 15, 2000 bicycles are to be delivered by us at €150 per unit. On December 20, we plan to order the relevant bicycles from our manufacturer and learn that, due to a price increase, they now cost €170 per unit. Sales costs amount to €5 per unit. In the event of a cancellation, a penalty of € 100,000 is incurred. Is the recognition of a provision required, and argue why? (Answer briefly)	Complex	Involves applying accounting knowledge in a goal-oriented but context-dependent manner, pushing beyond structured rules

Task	Example	Level	Reasons
A: Requesting specific legal references	Which paragraph is relevant for the assessment of restructuring provisions?	Noncomplex	For a competent professional, the task is straightforward, as it primarily involves identifying information from known sources
			The task is rule-based, with clear procedures, minimal judgment and no requirement for integrating multiple factors
			Requires familiarity with the legal standards, which is part of the core skill set of competent practitioners
B: Legal reference identification in context	I am an accountant in an Austrian bicycle wholesaler. The balance sheet date is December 31. On November 15, we signed a sales contract with our customer Alpha. It states that on March 15 in the following year, 2000 bicycles are to be delivered by us at €150 per unit. On December 20, we plan to order the relevant bicycles from our manufacturer and learn that, due to a price increase, they now cost €170 per unit. Sales costs amount to €5 per unit. In the event of a cancelation a penalty of € 100,000 occurs. Which legal reference might be relevant for solving this matter?	Noncomplex	For a competent professional, this task involves linking a situation to the correct legal reference, a process that is structured and within their domain expertise
			Context is provided clearly in the prompt, reducing ambiguity and enabling systematic application of knowledge judgment
			Does not require deep strategic judgment or advanced experience; it relies on structured problem-solving aligned with their skill set
C: Case-based calculations	I am an accountant in the accounting department of an Austrian bicycle wholesaler. The balance sheet date is December 31. On November 15, we signed a sales contract with our customer Alpha. It states that on March 15, 2000 bicycles are to be delivered by us at €150 per unit. On December 20, we plan to order the relevant bicycles from our manufacturer and learn that, due to a price increase, they now cost €170 per unit. Sales costs amount to €5 per unit. A contract withdrawal is possible at €50 per bicycle and shall be executed if it helps to minimize the damage. A provision is required, what′s the amount recognized at year end (31 / 12)? Provide the calculation path. (Answer briefly)	Noncomplex	For a competent professional, this task category involves a straightforward application of accounting standards combined with basic arithmetic calculations
			The nature of the task is structured, and it is clear what the input data is and what are expectations, making it manageable without requiring judgment beyond basic application of rules
			Competent practitioners are trained in combining conceptual understanding with numerical accuracy, and the task does not require higher-order problem-solving
D: Case-based decision making	I am an accountant in the accounting department of an Austrian bicycle wholesaler. The balance sheet date is December 31. On November 15, we signed a sales contract with our customer Alpha. It states that on March 15, 2000 bicycles are to be delivered by us at €150 per unit. On December 20, we plan to order the relevant bicycles from our manufacturer and learn that, due to a price increase, they now cost €170 per unit. Sales costs amount to €5 per unit. In the event of a cancellation, a penalty of € 100,000 is incurred. Is the recognition of a provision required, and argue why? (Answer briefly)	Complex	Involves applying accounting knowledge in a goal-oriented but context-dependent manner, pushing beyond structured rules

Note(s):

*Original Prompts were written in German. The examples given were translated

Source(s): Authors’ own work