Part I
Teaching and Assessing Science Practice
1
What Is Science Practice?
âScience practices are âhabits of mindâ of scientists and engineers, things that they do on a regular basis in their work.â
âThe Rutgers Physics and Astronomy Education Research Group (Etkina et al., 2017)
If we want to teach students science practices, then we first have to define what we mean by the term. Fundamentally, science practices are simply those things that expert scientists do. If we can teach students to think and act like practicing scientists, then they will learn the community accepted practices for discovering new truths about the physical world around them. It seems simple enough, but it does present the question: What exactly does a scientist do? What does it mean to be a capable scientist? How does an expert practice science, and how does a novice student think it should be practiced? The focus of this chapter is on answering these questions.
First, weâll look at how students think science should be done, and then weâll look at how scientists actually do science. As an educated science teacher, you will probably not be surprised by the types of practices put into place by professional scientists and their views about the discipline; however, you may be surprised by how students view science and its practices. We will examine the typical studentâs view of what science is and compare that to the expertâs view, exposing the wide gap between the two. This will be important when we start to look at how to teach practices in the next chapter. If we arenât careful, the laboratories and many classroom activities we use could actually reinforce the studentâs novice view of science, and lead to the propagation of poor practices.
As we continue this chapter, weâll look at what the Next Generation Science Standards (NGSS) expects students should be able to do with respect to science practices throughout their Kâ12 education. Iâll define science practices more explicitly, as they are outlined in the National Research Councilâs excellent document A Framework for Kâ12 Science Education (which Iâll refer to as simply the Framework throughout the rest of the book; National Research Council, 2012). Weâll also examine how these science practices are integrated within the performance expectations in the NGSS.
How Do Students View the Practice of Science?
My own research and that of my colleagues over the past decade has shown that fundamentally, the major distinction between the novice student and the expert scientist is in the way they think about and view science and its practice (Moore, 2012). In particular, the psychology and education professor Deanna Kuhn suggests that the distinction is most clear through their âepistemological appreciationâ of how new knowledge is formed (Kuhn, 2004). Epistemology is the study of the nature of knowledge and how we go about acquiring knowledge. This is very relevant to our discussion about science practice, because it turns out that how a student views the practice of science is fundamentally a function of their epistemological beliefs (Edmondson & Novak, 1993).
As one example, the novice student will often make subconscious justifications for the way they practice science based on their view that science knowledge is âpropagated stuff.â They use a specific equation to solve some problem because an expert told them that that is how it should be done. Or, they learn that the mitochondria is the âpowerhouse of the cellâ from their textbook or class lecture. Maybe they memorize the periodic table of the elements for recall on an exam in the future. All of this is science knowledge, but it isnât sense-making, in that they may know the fact but not necessarily the why and how. Their view of knowledge acquisition in the sciences, their epistemology, is that âexpertsâ provide âfacts.â
If a student gets stuck in this mental framing in the science class, and it seems that they often do, then that student starts seeing science as merely a collection of facts, and experiments as mere ancillaries to learning those facts (Tsai, 1998). Obviously, we want to move students away from this naĂŻve view about science, experiments, and the nature of knowledge formation, because this just isnât how science is practiced. If we want to create scientists, then we need students to start viewing science as a process of discovery.
We can actually learn a lot about how students view science from prior research. For example, the Views About Sciences Survey (VASS) is a relatively short and simple pencil-and-paper assessment that probes student views about science along six dimensions (Hestenes & Halloun, 1996):
- Structure
- Methodology
- Validity
- Learnability
- Reflective thinking
- Personal relevance
Over the past few decades, this assessment has been deployed in numerous science classrooms across the United States. From the results, we can build a fairly good picture of how the novice student views science across these dimensions. These novice student views are summarized in Table 1.1 (Hestenes & Halloun, 1998).
For the purposes of this book, letâs focus on the first three dimensions of student views: structure, methodology, and validity. These three dimensions make up the foundational views used by students to construct an understanding of the practice of science. Specifically, results from the VASS suggest that students typically view the structure of science as being a collection of facts, the practice of science as situationally dependent, and the validity of science as being absolute, with no room for growth. Also note that students have an interesting view about how science is learned: by memorizing facts.
Table 1.1 Taxonomy of student views about science. | Dimension | How Students View Science |
| Structure | Science is a loose collection of directly perceived facts. |
| Methodology | The methods of science are specific to the discipline. |
| Validity | Scientific knowledge is exact, absolute, and final. |
| Learnability | Science is learnable by a few talented people. |
| Reflective thinking | For meaningful understanding of science, one needs to memorize facts. |
| Personal relevance | Science is of exclusive concern to scientists. |
Source : Adapted from (Hestenes & Halloun, 1998)
In contrast, Table 1.2 shows the stark difference between the novice student and the expert scientist in their views across these three dimensions (Hestenes & Halloun, 1998). The expert scientist recognizes the tentative nature of science that is an ever-expanding body of knowledge with cross-cutting methodologies. The scientist believes the learning of science happens through the practice of science.
Whatâs really scary is that studies have shown that as students go through school, their views about science actually get worse! Our teaching could be pushing students away from expert-like views about science (Adams et al., 2006; Shan, 2013). How is this so? Letâs think about a possible example where we readily give away the answers in the classroom. A student may ask: âWhy is the air above the toaster wiggly?â As science teachers, we love getting questions like this from students, because they demonstrate genuine curiosity within those brains. But maybe we are a little too quick to launch into a lecture on air density and refraction. Once students know the answer, they have a fact. Imagine observing a magic act where the trick is revealed. You may nod your head and feel some satisfaction for learning a fact, but you are certainly no closer to becoming a magician. There is an art to the practice of magic that goes beyond knowing tricks.
What are we doing when we spend a majority of our time focusing on the teaching of facts in the science classroom? We are reinforcing this novice-like conception about science that it is a collection of facts to be learned, when science is really a process that leads to new knowledge. Just like you might walk away from our magic show assuming magic is a collection of tricks to be learned, and nothing more.
Table 1.2 Taxonomy of expert-like views about science. | Dimension | How Scientists View Science |
| Structure | Science is a coherent body of knowledge about patterns in nature. |
| Methodology | The methods of science are cross-cutting. |
| Validity | Scientific knowledge is tentative and refutable. |
Source: Adapted from (Hestenes & Halloun, 1998)
But what about the laboratory component of the science class? The middle school student might melt ice in a cup and measure the change in temperature as a function of the mass of the ice to demonstrate the already taught âlawâ that heat transfer is proportional to the mass. The high school student might use these same data to determine the heat capacity of the material. The student may drop items of varying weight from the bleachers to determine that they truly do fall at the same rate. These are examples where the answer is already known. Typically, the experiment is given to the student, too!
There is no real discovery for the student dropping items from the bleachers. It sure is fun, but the student is merely demonstrating a âfactâ that he or she probably already âlearnedâ in class. The hypo...