Energy Flow DQC’s Unlike matter, which cycles within the Earth’s ecosystems, energy flows directionally, entering the Earth’s ecosystems as sunlight and leaving as reflected sunlight or heat. The biosphere is an “open” system with respect to energy. However, energy and matter are coupled, but are not interchangeable; students struggle to understand this relationship. A common misconception is that matter is converted to energy during transformations of organic material, and is often accentuated by commonly used phrases (e.g. “Cereal at breakfast provides the energy needed for an active day”). Plants capture solar energy and store it as chemical energy within carbon compounds, and most of this chemical energy is converted to heat energy during cellular respiration. Two Diagnostic Question Clusters (DQC’s), Energy Pyramid and Rainforest provide parallel questions to diagnose student reasoning about energy flow through ecosystems. Both DQC’s ask students to reason about an ecosystem scale energy flow question, and subsequent questions diagnose their ability to trace energy through individual processes involved in energy flow through ecosystems. The goal is to identify the knowledge gaps, misconceptions and misapplications that prevent students from understanding ecosystem scale questions. The names of individual questions categorized by process are shown in the table below. Processes Multiple Process Photosynthesis Energy Pyramid ENERPYR1 (1) CORNGROW (7), Transformation – Plant – Plant Transformation Plant – Animal GRAPGLUC (4) Transformation – Plant to Decomposer Transformation – Animal to Animal Transformation – Energy Loss Respiration – Decomposition BREADMOLD (6) TREEENER (3) DEERWOLV (2) TROPHERNER (5) BREADMOLD (6), TREEENER (3) Rainforest TROPFOREST (1) ECOENER1 (2a), OWLSUN (2b) ENERGYL1 (3), TREEFOREST (6) TREEFOREST (6) ENERGAINA (4a) OWLSUN (2b) BREADMOLD (5) ENERGAINB (4b) COMPOST (7), BREADMOLD (5) Rainforest Diagnostic Question Cluster A large proportion of general biology students assume that both matter and energy are recycled within ecosystems, indicating that students have more trouble tracing energy in ecosystems than matter. The multiple process question at the beginning of this DQC asks students to decide whether matter and energy are recycled within ecosystems, and provide a detailed explanation of their answer. Subsequent questions 2-7 are designed to further diagnose student reasoning about energy flow within ecosystems, and their ability to identify the relationship between matter and energy. Most questions are posed at the scale of the ecosystem, requiring implicit knowledge of molecular processes. Questions three and six ask questions directed more at the molecular scale. General Instructions for Coding DQC Responses Responses to DQC questions can be grouped into three general categories; Informal, Mixed or Scientific. These three categories encompass a wide range of reasoning abilities, but all three categories are common among college students. The table below describes the general types of responses that would be associated with each level of reasoning. In addition, the levels of reasoning are assigned a numerical value for coding purposes. Codes 2-4 are used for responses that attempt to answer the question, while codes 1a-1e are reserved for missing responses or those that provide no information about student reasoning. Mixed reasoning presents itself in several different ways, thus level 3 answers are divided up into subcategories to reflect different types of responses. Code 4 3 2 1a 1b 1c 1d 1e Level Scale Successful use of other scales to explain macroscopic phenomena Processes described in terms appropriate for that scale Partially successful attempts to connect scales, but with some inappropriate use of macroscopic ideas at other scales Matter Reactants and products described as chemical substances Accounts of processes describe Principled transformation of reactants into reasoning products in ways that conserve atoms at the atomic-molecular scale and mass at larger scales. Less than completely successful attempts to conserve matter. Reactants and products described as material kinds, but atoms not Mixed traced through chemical processes reasoning and matter-energy transformations may be used as a “fudge factor.) No attempt to make Material inputs or needs and connections across products or results are mentioned, scales for questions but not in ways that clearly posed at distinguish matter, energy, and macroscopic scale conditions. Informal Inappropriate use of No indication that the student is reasoning macroscopic scale reasoning about transformation of ideas at other scales matter: no account of how material inputs are transformed into results. Missing data (e.g. responses or codes lost after exam was taken and coded) Student did not reach question Student skipped question I don’t know or equivalent Nonsense answer that is not responsive to question Energy Forms of energy are clearly identified and distinguished from forms of matter. Energy transformation described in ways consistent with energy conservation. Energy is recognized as a distinct entity, but sometimes in ways that do not clearly distinguish energy from matter (e.g., glucose, ATP) and/or conditions (e.g., temperature). Accounts fail to conserve energy. “Energy” used in an informal sense as something that makes events happen. No clear distinction between energy sources and other needs or inputs. These general ideas for coding above are applied to each individual question below to provide specific details for how to code each question. Still, you will find that the specific coding rubric for each question does not list every possible answer that you might see. In these cases, refer back to the general rubric above, and try to be as objective as possible. You will undoubtedly find responses that don’t quite fit a specific category, but seem to be in between. For these scenarios, we suggest that you assign a 2.5 or 3.5 code to the student. Rainforest Diagnostic Question Cluster Please answer the questions below as carefully and completely as you can. 1. A tropical rainforest is an example of an ecosystem. Which of the following statements about matter and energy in a tropical rainforest is the most accurate? Please choose ONE answer that you think is best. A) Energy is constantly recycled, but matter is not recycled. B) Matter is constantly recycled, but energy is not recycled. C) Both matter and energy are constantly recycled. D) Neither matter nor energy are recycled. Please explain why you think that the answer you chose is better than the others. Matter is neither created nor destroyed. Within an ecosystem, matter cycles through various biological, chemical and geological forms. Much of the biosphere is made up of carbon atoms, which enter the biosphere through photosynthesis, and leave it through combustion or respiration. Energy, however is not recycled within an ecosystem. Nearly all energy on the planet originates from the sun, and leaves the planet as heat lost to the atmosphere, which is never recaptured by plants, animals or nonliving objects. Processes = Multiple Process, Principles = Tracing Matter and Energy Scale = Ecosystem -> Atomic/Molecular Purpose of Question: This question explores student understanding of conservation of matter and energy. It requires students to know that ecosystems are “closed” with respect to matter, but “open” with respect to energy. Students providing answers A or C do not correctly trace energy through ecosystems, not realizing that energy flow is directional instead of cyclical. The opposite is true for matter. Students answer with response A or D, which means that they assume that matter can be created from substances outside of the Earth, possibly from energy. Coding Rubric – Rainforest #1 Code Example Student Responses Description 4 - Scientific "B, Trees grow, they die. When they die they decompose they give off heat energy which escapes through the atmosphere. Then another plant or host uses the nutrients from the dead tree with help of the sun starts to grow." (RF-20) 3a - Mixed “C, Energy is always conserved it is never destroyed. Matter cannot be destroyed in chemical reactions because they must both be conserved, they have to be recycled.” (RF-13) 3b - Mixed Student chooses B. They either provide no explanation or in their explanation, they correctly invoke the laws of conservation of matter and energy. They may say that energy enters as sunlight during photosynthesis and exits as heat during decomposition. Student chooses C, and explicitly cites the laws of conservation of energy and/or matter as their reason. They can cite the law of thermodynamics, or use words like "energy/matter cannot be created or destroyed." This is an over application of the conservation laws/ fails to recognize the limits of the laws. Student chooses any incorrect letter and cites that matter can be converted to energy or vice versa. “C, The plants in the rainforest are able to convert heat into energy that they can use, and the animals eat plants and other animals using their matter to create the energy they need.” (RF-24) “C, life converts one to the other through cellular processes, ATP synth and photosynthesis”(RF-1) “C, I believe that both energy and matter are Student chooses C and gives a vague explanation recycled because in an ecoystem one species about matter and energy being able to be used over trash or waste acts a food for another species. and over, but doesn't explicitly invoke laws of This continues in a cycle so that is why I feel conservation OR student chooses A and thinks that energy and matter are recycled.”(RF-25) either matter can’t be recycled OR student chooses A “A, energy is passed through organism to or C and doesn’t provide and explanation. organism in a food chain. Starting at the bottom I think that energy is being used and reused as it moves up the food chain until it reaches the top. I don’t think matter is recycled because if something is eaten or dies their matter isn’t recycled back into another form unless its (love?) by decomposers” (RF-46) “C, this answer is best because every living Student chooses any letter and doesn’t trace energy organism requires energy to live and they also or matter. They may use “school science” words depend on other organisms to gain that energy indicative of procedural display, chose D and provide via food.” (R53) no explanation, or give a “vitalistic” explanation. Missing data (e.g. responses or codes lost after exam was taken and coded) Student did not reach question Student skipped question I don’t know or equivalent Nonsense answer that is not responsive to question 3c - Mixed 2 - Informal 1a 1b 1c 1d 1e 2a. Which of the following are energy sources for plants? Please circle ALL correct answers. A) nutrients B) sunlight C) water D) carbon dioxide E) others: List sources: Processes = Photosynthesis, Principles = Tracing Energy, Scale = Ecosystem -> Atomic/Molecular Purpose of Question: This question requires students to understand that ecosystems are “open” with respect to energy and that sunlight provides the ultimate source of energy for food webs. Few students will answer part A incorrectly, as they know that sunlight is the primary energy source for the Earth’s ecosystems. However, part B tests them to apply this principle by tracing energy from the sun all the way to a carnivore (owl). Students who answer part B incorrectly may know the textbook answer for where energy comes from, but don’t apply it when thinking about ecosystems. Coding Rubric – Rainforest #2a Code Example Student Responses 4 - Scientific B 3a - Mixed AB, BC, BD, BE 3b - Mixed ABC, ABD, ABE, BCD, BCE 3c - Mixed ABCDE, BCDE, BADE, BACE, ABCD 2 - Informal any combo that doesn't have B in it 1a 1b 1c 1d 1e Description Student correctly chooses B (sunlight) as source of energy and does not choose any other answers Student correctly chooses B (sunlight) and incorrectly chooses one of the other letters. Student correctly chooses B (sunlight) and incorrectly chooses two of the other letters. Student correctly chooses B (sunlight) and incorrectly chooses three or more of the other letters. Student doesn’t choose sunlight as one of the choices Missing data (e.g. responses or codes lost after exam was taken and coded) Student did not reach question Student skipped question I don’t know or equivalent Nonsense answer that is not responsive to question 2b. Owls are nocturnal, meaning that they search for food at night. If all sunlight was blocked from the ecosystem in which owls live, could the owls still survive? Circle Yes or No. Why or why not? Even though owls are nocturnal, they still need the sun in order to live. Energy is not recycled within ecosystems, thus a constant supply of energy is required from the sun in order that both plants and higher trophic levels can survive. Wolves rely on photosynthesis by plants and the transfer of energy between plants and herbivores. Processes = Photosynthesis, Transformation, Principles = Tracing Energy, Scale = Ecosystem -> Atomic/Molecular Purpose of Question: This question requires students to understand that ecosystems are “open” with respect to energy and that sunlight provides the ultimate source of energy for food webs. Few students will answer part A incorrectly, as they know that sunlight is the primary energy source for the Earth’s ecosystems. However, part B tests them to apply this principle by tracing energy from the sun all the way to a carnivore (owl). Students who answer part B incorrectly may know the textbook answer for where energy comes from, but don’t apply it when thinking about ecosystems. Coding Rubric – Rainforest #2b Code 4 - Scientific 3a - Mixed 3b - Mixed Example Student Responses Description “No, all animals need the sun to live in one way or another. If there was no sun, the food that owls eat would not survive because plants are the only way to change the inorganic materials we need to live into organics that we can then use.” (RF-4) “No, their prey needs sunlight, so they could not survive if their prey can’t survive without sunlight” (RF-7) Student gives correct answer (No) and they correctly trace energy from the sun to primary producers through a primary consumer to the owl, i.e. Includes the idea that the sun provides energy for plant growth and that the energy is transferred to the owl through trophic connections. Student gives correct answer (No), but their answer doesn't incude all important trophic connections, i.e. misses the connection to primary producers AND/OR misses connections through secondary consumers. “ No, the organisms they eat most likely need sunlight to survive. Without sunlight the owls couldn’t eat.” (RF-21) “No, the sunlight gives them certain vitamins/nutrients they wouldn’t get out of food.” (RF-5) “No, all living things need sunlight. Owls breath oxygen and plants make oxygen and need sunlight to do it.” [student is tracing oxygen rather than energy in carbon-based molecules] (RF-26) 3c - Mixed 2 - Informal 1a 1b 1c 1d 1e “No because they need the sunlight hours to have time to rest without fear of being attacked by their predators.” (RF-52) “No, even though they sleep during sunlight, they intake energy from the sun” (RF-18). The question is very broad. The ecosystem would be entirely different without sunlight and therefore owls would probably not have a source of food. If they still had food, then I would say yes, they can survive. (RF-16). “Yes, they could survive without sunlight because they could adapt to the new condition. They are already capable of hunting at night so they would still have nutrients.” Student gives correct answer NO, but their explanation does not include tracing of energy through trophic connections. Instead, they indicate another plausible, biological reason like inability to synthesize vitamin D without sunlight or an inability to adapt behaviorally or socially. OR Student chooses "No" and does not provide an explanation. Student gives correct answer NO, but their answer is vitalistic. Says owls "need" sunlight, but not why they need it. OR Student does not provide a "Yes/No" answer, but does provide an explanation. Student answers YES, and their answer does not include tracing of energy through trophic connections. Missing data (e.g. responses or codes lost after exam was taken and coded) Student did not reach question Student skipped question I don’t know or equivalent Nonsense answer that is not responsive to question 3. Sunlight helps plants to grow. Where does light energy go when it is used by plants? Please decide whether you think each statement is true or false. T F Some light energy is turned into glucose of the plants. T F Some light energy is turned into ATP (adenosine triphosphate) in the plants. T F Some light energy is used up to power cellular processes and disappears.. T F Some light energy becomes chemical bond energy. Processes = Photosynthesis, Principles = Tracing Energy, Scale = Organismal -> Atomic/Molecular Purpose of Question: This question explores students’ understanding of the role of photosynthesis in converting light energy into chemical bond energy. Students may not understand that principle of conservation of energy and think that energy can be “used up” or that it can be converted into matter (e.g. glucose). Coding Rubric – Rainforest #3 Code Example Student Responses 4 - Scientific F, F, F, T 3a - Mixed T, F, F, T , F, T, F, T T, T, F, T 3b - Mixed F, F, T, T 3c - Mixed F, T, T, T T, T, T, T T, F, T, T 2 - Informal X, X, X, F 1a 1b 1c 1d 1e Description Student chooses true for choice D and not others. Student doesn’t think energy can be converted to matter (choices A and B). Student is deterred by the sloppy terminology of “used up” (C). Student sees conservation of energy in the form of transformation of light to chemical energy (D). Student chooses true for choice D, but also chooses true for A and/or B indicating they think energy can be converted to matter. Student does not choose choice C Student chooses true for choice D, but also chooses true for C indicating an attraction to colloquial terms about energy. Student does not choose true for choices A or B. Student chooses true for choice D, but also chooses true for choices A and/or B and choice C indicating that they think energy can be converted to matter and an attraction to colloquial terms about energy. Student chooses false for choice D Missing data (e.g. responses or codes lost after exam was taken and coded) Student did not reach question Student skipped question I don’t know or equivalent Nonsense answer that is not responsive to question 4a. Of the energy gained by a plants (producers), about what percent is transferred to herbivores like rabbits? A) 90-100% B) 60-70% C) 30-40% D) 10-20% 4b If you chose B, C or D, where does the energy go that does not get transferred between the plant and rabbit? The energy that is not transferred is lost as chemical bond energy in the feces of the rabbit, or is lost as heat during the process of cellular respiration. Processes = Transformation, Respiration, Principles = Tracing Energy, Scale = Ecosystem -> Atomic/Molecular Purpose of Question: This question explores whether students can trace energy through a food chain. Students who choose answers A or B do not understand the principles associated with the transfer of energy between organisms. More commonly, students do not know where the energy goes that is lost, commonly citing that it is “used up” or “gone.” Coding Rubric – Rainforest #4 Code Example Student Responses 4 - Scientific “D, it’s given off as heat, waste, and probably something else that I can’t remember.” RF47 3a - Mixed “C, it is dispersed into the environment” RF30 “C, The energy that is not transferred to the rabbit is lost by the rabbits digestion of the plant and may be released as heat energy from the rabbit” RF24 3b - Mixed “C, Excreted as waste.” RF13 “C, It stays with the plant if it is not fully eaten or it is in the ground.” RF26 3c - Mixed “D, used in plant process or wasted because energy transfer is not efficient, i.e. plants used more energy to make glucose than they get from it.” RF1 2 - Informal “D, it is lost” - RF22 “D, it dies off” – RF27 “B, not all of it can be digested and absorbed by the rabbit” – RF3 1a 1b 1c 1d 1e Description Student chooses D and correctly traces energy when it is decoupled from matter during the process of oxidation. Students may say that some energy is released as heat or released to the atmosphere. Student chooses an incorrect %, but in their explanation, they still correctly trace energy when it is decoupled from matter during the process of oxidation. Students may say that some energy is released as heat or released to the atmosphere. Students are having trouble with the magnitude, but not the concept. OR Student chooses "D" and provides no explanation. Student chooses any %, but does not correctly trace energy when it is decoupled from matter during oxidation. They may say that energy goes somewhere (e.g. feces, stays in the plant, is in the rabbits body), but DO NOT include energy emitted as heat during oxidation. However, they DO NOT use phrases like “used up” or “goes away” nor do they give an indication that they think energy can disappear. OR Student chooses C and provides no explanation. Student chooses any %, but does not correctly trace energy. The student cites that the energy is used to power other processes like photosynthesis or transformation, but they do not say where the energy went (i.e. name a location). Student chooses A or B and provides no explanation, OR student chooses any % and doesn’t explain where energy went OR name any processes in which the energy might have been used. A Missing data (e.g. responses or codes lost after exam was taken and coded) Student did not reach question Student skipped question I don’t know or equivalent Nonsense answer that is not responsive to question 5. A loaf of bread was left uncovered for two weeks on a balance measuring its mass. Three different kinds of mold grew on it. Assuming that the bread did not dry out, which of the following is a reasonable prediction of the weight of the bread and mold together? A) The mass has increased, because the mold has grown. B) The mass remains the same as the mold converts bread into biomass. C) The mass decreases as the growing mold converts bread into energy. D) The mass decreases as the mold converts bread into biomass and gases. Please explain your answer and indicate any important transformations. Correct, Scientific Answer: When mold grows on the bread, it is actually decomposing the bread and breaking down organic molecules. Some of the carbon in these organic molecules is converted to carbon dioxide during cellular respiration and some is incorporated into the biomass of the mold. The mold is a heterotrophic organism and cannot photosynthesize, thus (a) is incorrect. Choice (b) assumes that the mold is not respiring, and subsequently losing mass, which is incorrect. Choice (c) is incorrect because matter cannot be converted to energy. Processes = Respiration, Biosynthesis Principles = Matter, Scale, Scale = Organismal -> Atomic/Molecular Purpose of Question: Most students recognize that mass is transferred from the bread to the growing mold. Very few students, however, account for the carbon cost (loss to atmosphere during metabolism) during the process of assimilating bread carbon into biomolecules within the mold. Students more readily use an overly simplified solid-solid cycle rather than incorporate solid-gas matter conversions. Several students improperly cited “conservation of mass” as a reason why the mold + bread combo would not lose mass. Coding Rubric – Rainforest #5 Code Example Student Responses Description 4 - Scientific D: The mold will grow, buit also gives off waste gasses like CO2 and water vapor, which will decrease the mass of the bread and mold (GJ8) Student chooses D, and describes how some bread biomass is incorporated into the mold, but some is lost as CO2 to the atmosphere, likely due to cellular respiration. 3a - Mixed C: The molds were using the bread as a source of energy therefore the nutrients from the bread were being lost. (GJ9). Student chooses C and says that some of the mass is being converted to energy or student chooses D and confounds matter and energy in their explanation. D: The mold takes resources from the bread and converts it into energy for itself to grow and expand, what it cannot use will turn into waste and gas (GJ46) 3b - Mixed D: The mold uses the bread to grow by consuming it. The mold doesn't use all it consumes so the waste is expelled (GJ55). Student chooses letter D, but provides a vague explanation that does not explicitly explain that gases are a product of respiration by the mold, often talking about waste from mold. 3c - Mixed B: The mold uses bread and water to grow by decaying it however molds mass increases (GJ53). Student chooses B and provides no explanation or recognizes transformation but not oxidation. They may cite conservation of matter in their answer OR student chooses A and thinks that the bread is not the only source of mass for the mold. A: not very sure but, I would assume the bread is not the only source of food for the mold. Therefore the biomass would still increase even though some of the bread is gone.” (RF-16) 2 - Informal 1a 1b 1c 1d 1e A: It’s a growing fungus (GJ48). Student chooses letter A and provides no explanation or chooses A or B, but their explanation does not show a commitment to tracing matter or energy. Missing data (e.g. responses or codes lost after exam was taken and coded) Student did not reach question Student skipped question I don’t know or equivalent Nonsense answer that is not responsive to question 6. The trees in the rain forest contain molecules of chlorophyll a (C55H72O5N4Mg). Decide whether each of the following statements is true about the atoms in those molecules. Circle True (T) or False (F). Some of the atoms in the chlorophyll came from … T F carbon dioxide in the air. T F sunlight that provided energy for photosynthesis. T F water in the soil. T F nutrients in the soil. T F glucose produced by photosynthesis T F the seed that the tree grew from. Processes = Photosynthesis, Transformation, Principles = Tracing Matter, Scale = Atomic-Molecular Purpose of Question: This question asks students to accurately trace molecules of chlorophyll back to their entry into the plant. Some students think that energy can become matter and vice versa (2nd Response). Some students do not believe that plants get CO2 for photosynthesis from the air. Hydrogen atoms in the water are incorporated into glucose during photosynthesis, and the glucose is utilized in the synthesis of other molecules, such as chlorophyll. The seed and the soil also provide minerals such as nitrogen that are in the chlorophyll. Most importantly, students must be able to trace particular atoms from their source to their sink within the chlorophyll molecule, which is difficult at an atomic-molecular scale. Coding Rubric – Rainforest #6 Code Example Student Responses 4 - Scientific T, F, T, T, T, T 3a - Mixed X, F, X, X, X, X but not T, F, T, T, T 3b - Mixed NA 3c - Mixed X, T, X, X, X, X 2 - Informal 1a 1b 1c 1d 1e Description Student thinks molecules could come from any of the material sources listed, but does not think that atoms can come from sunlight. Student thinks molecules could come from some of the material sources listed, but does not think that atoms can come from sunlight. NA Student thinks molecules could come from all or some of the material sources listed, but also thinks atoms can come from sunlight. F, F, F, F, F, F Student things that none of the sources listed could have contributed to the molecules in chlorophyll. Missing data (e.g. responses or codes lost after exam was taken and coded) Student did not reach question Student skipped question I don’t know or equivalent Nonsense answer that is not responsive to question 7. When the leaves in a compost pile decay, what do you think happens to the mass of the leaves? Circle True (T) or False (F). T F The mass disappears when the leaves decompose. T F The mass is turned into to heat energy. T F The mass is converted into soil minerals. T F The mass is converted into carbon dioxide and water. Please explain your answers. The matter in the dead leaves is decomposed by organisms in the compost pile. The carbon and hydrogen in the organic substances (along with oxygen from the air) is converted to carbon dioxide and water. The minerals in the leaves are not respired, but are liberated from the organic compounds and remain in the soil. Processes = Respiration, Principles = Tracing Matter, Scale = Organismal Purpose of Question: This question asks student to properly trace matter through the process of decomposition. Many students do not realize that decomposition involves respiring microbes that take in carbon compounds from dead organisms and release CO2 and water primarily. Some atoms are also mineralized during decomposition and released into the soil in a non-gaseous form, such as phosphorus. Coding Rubric – Rainforest #7 Code 4 - Scientific 3a - Mixed Example Student Responses “F,F, T, T – The leaves are decomposed into very important minerals in soil and also during decomposition the leaves matter is turned into CO2 and water.” (RF-36) “F, T, T, T - The mass of the leaves is then converted to energy of other matter.” RF-17 “T, F, T, T - The mass goes away because it is converted into either nutrients such as soil minerals, CO2, and H2O.” RF10 3b - Mixed “T, T, T, T bacteria breakdown the organic matter for energy, releasing CO2 and H20, leaving behind useable mineral as soil.” (RF-1) “F, F, T, F – “The mass stays the same the leaves just break into tiny particles.” – RF35 “F, T, T, F – decomposers break down dead organic matter and the mass is converted to energy and nutrients.” – RF46 Description Student correctly thinks that mass is converted into carbon dioxide, water, and soil minerals (F, F, T, T) and does NOT think that mass can be converted to energy or that mass “goes away”. Student correctly thinks that mass is converted into carbon dioxide, water, and soil minerals, but also thinks that mass can be converted into energy and/or that mass “goes away”. Student thinks mass cannot be converted to carbon dioxide and water, but they do think it can be converted to soil minerals indicating a difficulty with solid-gas transformations or solid-liquid transformations. “T,T,T,F Heat is given off through decomposition, the mass becomes nutrients in the ground, I don’t think water is a byproduct of decomposition.” – RF7 3c - Mixed “T,F,T,F The nutrients in the leaves transfer to the soil.” – RF28 “F, T, F, F – The leave isn’t there anymore but its mass would have to convert to something else.” – RF8 Student thinks mass can’t be converted to soil minerals, but they think that some matter can be converted to energy, some mass just goes away, and/or some mass is converted to carbon dioxide. “T, T, F, F. The mass went away because it turned into energy.” 2 - Informal 1a 1b 1c 1d 1e “F, T, F, T. Mass can’t just disappear and I don’t think it could be created into soil materials.” – RF19 T, F, F, F Students exhibit no commitment to tracing energy and only say that mass can “go away” Missing data (e.g. responses or codes lost after exam was taken and coded) Student did not reach question Student skipped question I don’t know or equivalent Nonsense answer that is not responsive to question