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DOI: 10.1177/1073191115577188
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Article
For more than 60 years, researchers from a variety of disci-
plines, including social and clinical psychology, have inves-
tigated individual differences in tolerance–intolerance of
ambiguity, a broad personality trait that refers to personal
reactions to perceived ambiguous stimuli in a variety of
context and situations (e.g., Jost, Glaser, Kruglanski, &
Sulloway, 2003; Kajs & McCollum, 2009; Leyro,
Zvolensky, & Bernstein, 2010). Despite considerable
research interest, agreement about the construct’s definition
surprisingly has been low. In fact, since its initial conceptu-
alization (Frenkel-Brunswik, 1949), separate research
streams have emerged that splintered the construct’s con-
ceptual definition, while still maintaining the same label for
this construct. For instance, ambiguity “tolerance” and
“intolerance” did not necessarily reflect a bipolar dimen-
sion, but instead different operational definitions (Furnham
& Marks, 2013; Furnham & Ribchester, 1995; Merrotsy,
2013; Valsiner & Abbey, 2006).
Compounding this issue, scales that have been designed
to measure the construct have demonstrated weak psycho-
metric qualities (see Furnham & Marks, 2013; Merrotsy,
2013). Furthermore, because these scales were created from
a rational perspective (i.e., a scale based on theory rather
than factor analytical methods), separate definitions implic-
itly were considered to be unidimensional constructs.
Moreover, factor analytic studies of ambiguity tolerance/
intolerance measures have been sparse, leading to a lack of
consensus about the phenotypic structure of the construct,
hereafter referred to as attitude toward ambiguity. As a
result, a call has been made to better establish construct
validity, including reaching an agreement on its factorial
structure (Furnham & Marks, 2013; Merrotsy, 2013).
The current study aims to bridge this gap in the litera-
ture. First, we explore the factorial structure of the attitude
toward ambiguity using a comprehensive list of items from
existing scales. We hypothesize that the attitude toward
ambiguity is a multidimensional construct, with each
dimension representing a specific way in which people typ-
ically deal with ambiguity to make sense of a complex
social world (Weick, Sutcliffe, & Obstfeld, 2005). Second,
we adopt a sequential mapping procedure (Goldberg, 2006)
to chart the emerging structure of attitude toward ambigu-
ity, from broad and more general dimensions at the top of
the hierarchy, to narrow and more specific ones to the bot-
tom. Third, we approach this research question from an
577188ASM XX X 10.1177/1073191115577188AssessmentLauriola et al.
research-article 2015
1
Sapienza University of Rome, Rome, Italy
2
Oregon State University, Corvallis, OR
Corresponding Author:
Marco Lauriola, Department of Social & Developmental Psychology,
Sapienza University of Rome, Via dei Marsi, 78, 00185 Rome, Italy.
Email: marco.lauriola@uniroma1.it
Attitude Toward Ambiguity: Empirically
Robust Factors in Self-Report Personality
Scales
Marco Lauriola
1
, Renato Foschi
1
, Oriana Mosca
1
, and Joshua Weller
2
Abstract
Two studies were conducted to examine the factor structure of attitude toward ambiguity, a broad personality construct
that refers to personal reactions to perceived ambiguous stimuli in a variety of context and situations. Using samples from
two countries, Study 1 mapped the hierarchical structure of 133 items from seven tolerance–intolerance of ambiguity scales
(N = 360, Italy; N = 306, United States). Three major factors—Discomfort with Ambiguity, Moral Absolutism/Splitting, and
Need for Complexity and Novelty—were recovered in each country with high replicability coefficients across samples.
In Study 2 (N = 405, Italian community sample; N =366, English native speakers sample), we carried out a confirmatory
analysis on selected factor markers. A bifactor model had an acceptable fit for each sample and reached the construct-level
invariance for general and group factors. Convergent validity with related traits was assessed in both studies. We conclude
that attitude toward ambiguity can be best represented a multidimensional construct involving affective (Discomfort with
Ambiguity), cognitive (Moral Absolutism/Splitting), and epistemic (Need for Complexity and Novelty) components.
Keywords
ambiguity tolerance–intolerance, factor analysis, five-factor model, intolerance of uncertainty, need for closure
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