Publications

2014
Heikkinen K. The Development of Social Perspective Coordination Skills in Grades 3-12. Human Development and Education, Harvard Graduate School of Education. 2014. Publisher's Version
2011
Heikkinen K. The role of hierarchical complexity in Kegan’s orders of mind: A proposed study. Human Development and Education, Harvard Graduate School of Education. 2011.
2010
Fischer KW, Heikkinen K. The future of educational neuroscience. In: Mind, brain, and education: Neuroscience implications for the classroom . Bloomington, IN: Solution Tree ; 2010.
Heikkinen K. Integral Mind, Brain, and Education. In: Integral Education: New directions for higher learning . Albany: State University of New York Press ; 2010. pp. 271-288.
Fischer KW, Heikkinen K. The future of educational neuroscience. In: Sousa DA Mind, brain, and education: Neuroscience implications for the classroom. Bloomington, IN: Solution Tree ; 2010. pp. 248-269. WebsiteAbstract

It seems as though nearly every day a new headline exclaims how scientists have found the "spot" in the brain for some mental or emotional phenomenon. This brain craze has spread into education, where countless “brain-based” educational products and services are offered. How can educators separate the reasonable brain-based claims from the unreasonable claims? What does research on the brain really have to say about education?

2009
Fischer KW, Stein Z, Heikkinen K. Narrow assessments misrepresent development and misguide policy: Comment on Steinberg, Cauffman, Woolard, Graham, and Banich. American Psychologist. 2009;64(7) :595-600. Publisher's VersionAbstract
Intellectual and psychosocial functioning develop along complex learning pathways. Steinberg, Cauffman, Woolard, Graham, and Banich (see record 2009-18110-001) measured these two classes of abilities with narrow, biased assessments that captured only a segment of each pathway and created misleading age patterns based on ceiling and floor effects. It is a simple matter to shift the assessments to produce the opposite pattern, with cognitive abilities appearing to develop well into adulthood and psychosocial abilities appearing to stop developing at age 16. Their measures also lacked a realistic connection to the lived behaviors of adolescents, abstracting too far from messy realities and thus lacking ecological validity and the nuanced portrait that the authors called for. A drastically different approach to assessing development is required that (a) includes the full age-related range of relevant abilities instead of a truncated set and (b) examines the variability and contextual dependence of abilities relevant to the topics of murder and abortion.
Stein Z, Heikkinen K. Metrics, models, and measurement in developmental psychology. Integral Review. 2009;5 :4-24.Abstract

Developmental psychology is currently used to measure psychological phenomena and by some, to re-design communities. While we generally support these uses, we are concerned about quality control standards guiding the production of usable knowledge in the discipline. In order to address these issues precisely, we provide an overview of the discipline's various facets. We distinguish between developmental models and developmental metrics and relate each to different types of quality-control devices. In our view, models are either explanatory or descriptive, and their quality is evaluated in terms of specific types of disciplinary discourse. Metrics are either calibrated measures or soft measures, and their quality is evaluated in terms of specific psychometric parameters. Following a discussion on how developmentalists make metrics, and on a variety of metrics that have been made, we discuss the two key psychometric quality-control parameters, validity and reliability. This sets the stage for a limited and exploratory literature review concerning the quality of a set of existing metrics. We reveal a conspicuous lack of psychometric rigor on the part of some of the most popular developmental approaches and invite remedies for this situation.

Heikkinen K. It's an empirical question: On cognition and ego. Integral Review. 2009;5 :369-376.Abstract

In light of the wonderful rejoinders to the paper by Zachary Stein and myself, I offer a few informal (and rather rushed) comments in response, focusing on three elements: 1) the dangers of labeling colleagues; 2) psychometrics; and 3) the relationship between cognition and ego.

Dawson TL, Heikkinen K. Identifying within-level differences in leadership decision making. Integral Leadership Review. 2009;9.Abstract

In a previous article (Stein and Heikkinen, 2008), we described how the Lectical Assessment System (LAS) and other aspects of developmental maieutics (Dawson & Stein, 2008) relate to the integral model. Here, we describe how the LAS can be used to reveal within-level differences between persons—differences that have important implications for the kind of learning interventions that are most likely to support individual development. We argue that assessments based on independent examinations of structure and content—such as the LAS—make it possible to describe the full range of conceptions that characterize each developmental level. Further, because the LAS is content independent, LAS analysts are less likely mistakenly to view simple differences in content as indicative of differences in developmental level, a common problem with domain specific systems. Finally, the LAS makes it possible to hone in on the strengths and weaknesses of a performance in terms of the range of conceptions and skills that characterize its level, allowing us to provide specific educative feedback.In the following section, we provide a short description of the LAS and the assessment that was employed to collect the examples we use to illustrate our point—the LDMA. We then discuss those examples—that are scored at the same Lectical level—in terms of their similarities and differences.

2008
Stein Z, Heikkinen K. Learning about learning about learning: The HT-100 research initiative. Research report prepared for Harvard Graduate School of Education, Cambridge, MA.; 2008.
Stein Z, Heikkinen K. On operationalizing aspects of altitude: An introduction to the Lectical™ Assessment System for integral Researchers. Journal of Integral Theory and Practice . 2008;3 :105-138.Abstract

The goal of this article is to introduce Integral researchers to the Lectical Assessment System (LAS). The LAS is a domain general measure of development that can be used to create a variety of psychographs as part of a unified methodological approach. In an introductory theoretical discussion, we situate the LAS within the Integral model, suggesting that it operationalizes key aspects of the construct of altitude. After a discussion of ideas from the history of developmental structuralism, we introduce the basic components of the LAS. We then address the validity of the LAS, summarizing the results of psychometric validity tests and comparisons to other developmental assessment systems. Finally, we demonstrate how to use the LAS to build a variety of psychographs, and then close with some reflections on what the LAS has to offer in the context of Integral research and practice.

2007
Weigel M, Heikkinen K. Developing Minds with Digital Media: Habits of Mind in the YouTube Era. . Harvard University: The Developing Minds with Digital Media Project; 2007. Publisher's Version