Title: Todays theme: Accounting experiments
1Todays theme Accounting experiments
- Key characteristic Manipulates some independent
variable(s) (or factor(s)) under ceteris paribus
conditions to compare the resulting dependent
variable(s) (usually judgments, decisions,
actions, or negotiations). - Query Is a survey a type of experiment?
2Todays theme Accounting experiments
- Key strength If experimental participants are
randomly assigned to treatment conditions, any
observed difference in judgments, decisions, or
actions is likely caused by the manipulated
factor(s). - Key limitation Experimental settings usually
abstract away from other real-world factors that
can also influence judgments and decisions. - Analogy Chemistry experiments
3Overview Maines, Salamon, and Sprinkle (BRIA,
2006)
- The goal of accounting research is to create
legitimate, consequential belief revision about
accounting-related decision settings (p. 85).
4Overview Maines, Salamon, and Sprinkle (BRIA,
2006)
- The goal of accounting research is to create
legitimate, consequential belief revision about
accounting-related decision settings (p. 85).
5Overview Maines, Salamon, and Sprinkle (BRIA,
2006)
- Legitimate intellectually honest
- By intellectual honesty, we mean the need to
reveal findings even if they appear inconsistent
with either the authors primary articulated
views on the research issue or the current body
of research results (p. 89). - Authors example Ball and Brown (1968) and
post-earnings announcement drift.
6Overview Maines, Salamon, and Sprinkle (BRIA,
2006)
- Consequential The research question must
matter to a decision maker (p. 89). - Bad motivation No one has investigated the
effect of X on Y. - Good motivation A better understanding of the
effect of X on Y is important to ltfirms,
investors, regulators, auditors, etc.gt because of
ltreasongt.
7Overview Maines, Salamon, and Sprinkle (BRIA,
2006)
- Advantages of experiments for consequential
research - Timing (ex ante policy implications).
- Inclusiveness (can examine alternatives even if
they do not occur in natural settings with
sufficient frequency) - Comparing levels of behavior, such as
- Judgments vs. decisions
- Individual judgment vs. interactive negotiations
/ laboratory markets - Experiments can examine decision processes and
the intervening links between independent and
dependent variables.
8Overview Maines, Salamon, and Sprinkle (BRIA,
2006)
- Belief revision To achieve significant belief
revision, an experiment needs to create ex
ante tension in the research hypothesis (pp.
92-93). - Useful questions to ask of any study
- What might one do differently based on this
research? - Why might the predicted results not occur?
9Overview Maines, Salamon, and Sprinkle (BRIA,
2006)
- Advantages of experiments for revising beliefs
- Contrasting theoretical perspectives and
predictions (e.g., economics vs. psychology). - Query Is this potential unique to experiments?
- Internal validity and causal inferences
- With an experiment, one obtains a greater level
of assurance that if X varies, all else equal, Y
will result. - Construct validity, theoretical precision, and
intentional experimental artificiality - Example Separating the influences of
disclosure format vs. strategic inferences in
Hobson and Kachelmeier (TAR, July 2005).
10External validity limitations
- Key question Does ltinsert your realism
objection heregt interact with the observed
influence of X on Y? - Important note A systematic difference does not
necessarily imply an interaction. - Example Using students instead of experienced
professionals as experimental participants.
11Demand effects
- Key question Are participants responding to the
treatments or to the researcher? - Example Heavy-handed instructions in an
experimental study on the willingness to share
ABC information.
12Sprinkle (AOS, 2002) Managerial accounting
experiments
- It is useful to distinguish two roles for
managerial accounting (from Demski and Feltham) - Decision-influencing role (controlling employees)
- Decision-facilitating role (improving decisions)
13Where do surveys fit in?
- In defending controlled laboratory experiments,
Sprinkle observes that archival-empirical and
field-based approaches may be contaminated
because their effects cannot be disentangled from
other effects, including self-selection biases
and sample-selection biases (p. 288). - Are surveys also susceptible to these limitations?
14Complementarities between experiments and
analytic models (p. 289)
- Economic models (such as agency theory) provide a
useful, simplified structure for understanding
the uses and consequences of management
accounting information. - Experiments can test a models predictions and
pit those predictions against competing
psychological perspectives. - Example Kachelmeier, Reichert and Williamsons
(2007) study of the effects of performance-based
compensation for both quantity and creativity.
15Experimental tests of the decision-influencing
(i.e., control) effects of managerial accounting
- Mitigating hidden information (adverse
selection) - Budgetary participation vs. slack (pp. 291-292)
- Using compensation contracts to screen potential
employees and infer private information (pp.
292-293)
16Experimental tests of the decision-influencing
(i.e., control) effects of managerial accounting
- Mitigating hidden action (moral hazard)
- Using compensation contracts to motivate effort
and productivity (p. 293). - Perhaps somewhat surprisingly, only about half of
the experiments in this area find a significantly
positive effect of financial incentives on
performance (see Bonner et al., JMAR 2000). - Tournament schemes in particular often produce
undesirable results.
17Experimental tests of the decision-influencing
(i.e., control) effects of managerial accounting
- Mitigating hidden action (moral hazard),
continued - Framing effects (e.g., Lufts JAE 1994 study of
the different motivational effects of contingent
bonuses vs. contingent penalties). - Relative performance schemes (which are not
necessarily tournaments) to filter out
uncontrollable state of nature effects.
18Experimental tests of the decision-influencing
(i.e., control) effects of managerial accounting
- Current and future directions
- Social motives, values, peer pressure, gift
exchange, trust, and perceptions of fairness
(pp. 294-298). - Examples Kachelmeier and Towry (TAR July 2002)
Hannan (TAR January 2005) Coletti, Sedatole, and
Towry (TAR April 2005) among others. - Performance schemes for multi-dimensional tasks
(pp. 298-299) - Example Quantity vs. creativity?
19Experimental tests of the decision-influencing
(i.e., control) effects of managerial accounting
- Current and future directions, continued
- Motivating the willingness to take risks (p.
299). - Using group and team incentive schemes without
inducing free-riding behavior (p. 300). - Example Towry (TAR, October 2003)
- Objective measures vs. subjective performance
evaluation (p. 301) - Example Fisher, Maines, Peffer and Sprinkle
(TAR, April 2005)
20Experimental tests of the decision-facilitating
(i.e., improving decisions) effects of managerial
accounting
- Judgment biases relative to normative models
(e.g., Bayes Rule) (pp. 302-303). - Usefulness of management accounting information
and information overload (p. 303). - Presentation format effects (e.g., making a
balanced scorecard system easier to understand). - Exploring the effects of ABC and variable vs.
fixed product costing systems on pricing
decisions (e.g., Cardinaels, Roodhooft, and
Warlop, JMAR 2004).
21Experimental tests of the decision-facilitating
(i.e., improving decisions) effects of managerial
accounting
- Current and future research directions
- Ex post use of financial and non-financial
performance measures to improve evaluators
decisions (pp. 304-306). - Example Factors that affect the usefulness of a
balanced scorecard system (e.g., Libby, Salterio,
and Webb, TAR, October 2004). - Optimal distribution and use of information in
multiperson and multiperiod settings (pp.
306-307) - Is it useful or harmful to share information
openly within the organization? - Expertise issues, building off auditing research
progress in this area (pp. 307-308).
22Integrating the decision-influencing and
decision-facilitating roles of managerial
accounting (pp. 308-310)
- Example (p. 309)
- Participative budgets can serve both to control
production (decision influencing) and to plan the
most effective allocation of resources (decision
influencing). - Thus, divisions that build slack into their
production budgets run the risk of fewer
allocated resources in future periods (Fisher,
Maines, Peffer, and Sprinkle, TAR, October 2002).
23Next week
- Finish accounting experimentation (Kachelmeier
and King article) - Opportunity to discuss your research
- A broader discussion of academic research in
accounting (with thanks to Colleen Hayes) - What exactly is the process by which editors
evaluate submissions to top-tier academic
accounting journals? - What standards are in place to ensure
objectivity? - Has the accounting research agenda been captured
by those interested primarily in the economic
effects of financial accounting in capital
markets? - Should intellectual authority in our discipline
be shared equally among all qualified academics? - What exactly is our role and responsibility as
accounting academics? - How are things changing over time, and where is
the academic accounting community headed?