Developed
by Keith S. Taber
University of Cambridge
The Cambridge ‘Teaching about Ideas and Evidence in Science’
project developed out of two existing interests – the nature
of explanations in science, and challenging able pupils in science
– and focused on the idea of the ‘curriculum model’
for what is sometimes called the ‘nature of science’.
This commentary for teachers describes the background to the Cambridge
project, and some of the work that was undertaken with a group
of trainee teachers, and by individual trainees in schools. Related
material can be found in the appendices.
What do we mean by a curriculum model?
School science is not the same as ‘real’ science
as experienced by professional scientists (Kind and Taber, 2005).
This is obvious perhaps, but sometimes, when we are working with
the school curriculum and examination specifications for so much
of the time, we can easily forget this, and treat what we do in
school laboratories as if it is science.
Of course, professional scientists work at their science full-time,
often in well-resourced workplaces, usually focussed on one small
aspect of science for months (if not years), and have been well
prepared for their professional role. It would be quite ridiculous
to imagine a KS3 pupil expected to be able to match this level
of work in science, either in terms of conceptual understanding
or in conducting scientific enquiry.
School science should be something that is authentic,
in the sense that it reflects professional science, to give pupils
a good feel for what science is about and what it involves. However,
school science has to be pitched at a level that pupils can engage
with successfully. So there is always a balance to be achieved
in preparing a curriculum, syllabus or scheme of work. The science
in the curriculum should reflect science
whilst still being suitable for learners’ age, intellectual
development and existing conceptual understanding.
All science teachers would accept that science has to be simplified
for learners. Another way of putting this is that the material
specified in the curriculum is a model
of aspects of science. All teachers also know that pitching material
at the right level for a particular group of pupils is a skilled
operation, and not always something we get right the first time.
So considering the descriptions of science found in the National
Curriculum as curriculum models, does not in itself tell us whether
they are good models or not. The process of simplification always
means that we have to leave details and complications out, and
different teachers have different views about what should or could
be left out in explaining key scientific ideas.
My own trainee science teachers have sometimes latched onto a
term used by Jerome Bruner – intellectual honesty.
"We begin with the hypothesis that
any subject can be taught effectively in some intellectually
honest form to any child at any stage of development" |
(Bruner, 1960, p.33.) |
Our curriculum models need to simplify the complexity of science,
but if we
over-simplify, then we end
up with something that no longer authentically reflects the science
that we are trying to teach pupils about; it is no longer an intellectually
honest model.
So a good curriculum model would show the ‘optimum level
of simplification’; simple enough for the pupils to understand,
but still intellectually honest. To illustrate this point, consider
three scientific concepts that might be modelled in the curriculum:
photosynthesis, energy and ionic bonding.
Photosynthesis is a very complicated process, where a thorough
scientific understanding involves complex ideas about photons
being absorbed and electrons being promoted in molecules. At the
secondary level we do not need to go into these details –
we can present a model in terms of sunlight being absorbed by
a pigment called chlorophyll and this allowing a chemical change
to take place. This is not a thorough model, but it is intellectually
honest.
Energy is a fundamental idea in science, and quite rightly considered
a ‘key idea’ at Key Stage 3 (DfES, 2002). Yet, it
is also a very abstract idea, so it is difficult to know how best
to present it in the school curriculum. All the common approaches
– the potential to do work, what we need to get things done,
the ‘go’ of things – can run into problems,
so there is a genuine issue of what might be the best curriculum
model for the energy concept (Millar, 2003).
Ionic bonding is one of the main types of chemical bond studied
in secondary and college chemistry. Upper secondary pupils are
often taught that the ionic bond is the transfer of an electron
from (for example) a sodium atom to a chlorine atom to form ions
of sodium chloride. It is common for pupils to learn that the
bond is the transfer of electrons, and therefore, in sodium chloride,
each ion is bonded to one other ion. For many pupils this is an
idea they find difficult to overcome later if they decide to study
chemistry at a higher level.
Teaching secondary level pupils that the ionic bond is the transfer
of an electron from a metal atom to a non-metal atom, or even
just implying that the ionic bond is always formed by the transfer
of an electron from a metal atom to a non-metal atom, is not only
likely to mislead learners about the nature of ionic bonding,
but it is actually ‘bad science’. This is a poor curriculum
model because although it is simple enough for the learners to
understand, it does not reflect the scientific model. To present
ionic bonding in this way (which many textbooks do!) is intellectually
dishonest, as it gives learners the impression they understand
something, but is a false representation of the science. Any reader
not convinced of this should consider how it is possible to understand
the ionic bonding in a precipitate, or even in sodium chloride
formed by neutralisation followed by evaporation, if the idea
taught is that an ionic bond is formed where electron transfer
has taken place.
Here we have considered three science concepts where we present
curriculum models. In one case we can reasonably simplify and produce
a model of photosynthesis that is a suitable basis for understanding
and further learning. In the case of energy there is still debate
on how best to teach the topic and what the most suitable curriculum
model is, although helpful advice is available. In the case of ionic
bonding we have a curriculum model with much currency, but which
is both inconsistent with science and a poor basis for progression
in understanding.
The road towards a curriculum model of scientific enquiry
So some curriculum models do a good job for us, but others may be
far from being the ‘optimum level of simplification’
that best meets pupils’ learning needs.
In effect, Sc1 in the National Curriculum for Science presents
us with a curriculum model of science (i.e. science as an activity)
as well as various curriculum models of areas of scientific knowledge.
This National Curriculum model of the nature science has two distinct
components, ‘scientific investigations’ and ‘ideas
and evidence’. The scientific investigations component provides
pupils with a model of empirical work in science. In effect this
consists of the process of planning, carrying-out and then evaluating
a controlled experiment. Much empirical work in science is of
the form of controlled experiment, and so to some extent the curriculum
provides an authentic model.
The note of caution here is that not all science works this way,
as there are many sciences that use non-experimental ‘practical’
work. There is a concern then that as the controlled experiment
is the form of practical work that is currently valued in formal
assessments, and especially at a time when field trips seem to
be under pressure in many schools, pupils in some schools may
not fully appreciate that this is only a partial
model of empirical work in science (Kind & Taber, 2005).
The ‘scientific investigations’ thread of Sc1 is
complemented by the ‘ideas and evidence’ strand. This
makes up the curriculum model for understanding how scientific
knowledge is debated, developed and applied.
In view of the importance of teaching pupils about the nature
of science, it is important that the curriculum model we present
should be ‘at the optimum level of simplification’.
It must make sense to pupils whilst still being an intellectually
honest reflection of the ways in which science actually works.
In view of the limitations of the ‘scientific investigations’
strand at modelling the way scientists undertake empirical work
(think of ethologists and anthropologists for example, let alone
cosmologists), it seems appropriate to consider whether the ‘ideas
and evidence’ strand of Sc1 provides an optimum level of
simplification of the nature of science.
This was the impetus behind the Cambridge project – to explore
the idea of a curriculum model of the nature of science and to help
inform teachers how to go about pitching teaching about ideas and
evidence in science. This was a rather ambitious aim for a modestly
resourced project of limited time-span! The project set out on a
path towards developing a suitable curriculum model for teaching
about ideas and evidence. We would not claim to have completed that
journey, but we did undertake some useful reconnaissance, and hopefully
readers will find the account of our scouting parties interesting
and useful when thinking about their own teaching.
Models of models?
Before proceeding to discuss the Cambridge project in detail, it
is useful to make a point about models that could otherwise be a
source of confusion. Some readers may have noticed that the curriculum
model of ionic bonding criticised above was described as a model
of a model (“this is a poor curriculum model because although
it is simple enough for the learners to understand, it does not
reflect the scientific model”).
It may be suggested that models are at the very heart of the scientific
enterprise and that the main ‘products’ of
scientific
activity are the models developed by scientists. Models are, of
course, human constructions, but scientific models are constructed
to represent aspects of the world. There are many different types
of scientific model. These include classification systems (the five
kingdoms in biology), formulae (H2O) and equations (v=u+at), schematics
(typical insect body plan, or the mammalian skeleton), system diagrams
(feedback cycles showing how changes in the atmosphere influence
the oceans and vice versa; the water cycle), as well as scale models.
These different types of models are all ways of representing something
in a simplified form. In science we expect these models to reflect
some aspects of the word: so the five kingdoms typology is useful
if living things can usefully be considered to fit into one of the
five kingdoms.
To be useful the models have to both be simplifications and correspond
in some way to ‘the real world’. Now some philosophers
of science spend a great deal of time and energy arguing about
if
and
how we can ever be sure there is
any correspondence between our models and reality. Here we will
assume that most science teachers suppose that science can be considered
to be discovering knowledge about the world in which we live –
that in principle scientific models and theories can reflect nature.
An example: scientific and curriculum models of the ionic
bond
So chemists have a model of the ionic bond. (It might be more
accurate to talk about sets of models at different levels of sophistication,
but I’ve chosen to keep my description as simple as possible
here!) For example, they might see the ionic bond as the electrical
binding between oppositely charged ions in a regular lattice arrangement.
This will only be a simplification of the complexity of any real
structure that we would label ionic, but it is a model that is
useful for many purposes. Real structures are likely to have complications,
such as rogue ions, (perhaps a Mg²+ ion in an ‘NaCl’
lattice causing some distortion) and sometimes more subtle ideas
from quantum chemistry may need to be considered to explain certain
properties. This does not negate the model, but indicates its
limitations, and its useful range of application.
A good curriculum model will be
an educationally appropriate simplification of the scientific
model – which is itself a simplification that scientists
find useful in describing and explaining certain phenomena. The
notion that an ionic bond is the transfer of electrons between
atoms is not a simplification of the scientific model, but a totally
different idea altogether.
By contrast, consider a related example. In school science we
often present bonding as if it is a dichotomy (compounds have
bonds that are either covalent or
ionic). However, when pupils enter college they not only discover
other types of bond (e.g. hydrogen bonds, van der Waals’
forces), but are also told that many bonds are best considered
intermediate between ionic and covalent. This is difficult for
some pupils to accept, and they find it hard to shift ideas (from
a dichotomy to a continuum) that they have learnt in good faith
for their GCSE examinations.
At first sight this is a very similar situation to the learner
who has to take on board a definition of the ionic bond as an
electron transfer event, resulting in teaching at one level that
needs to be ‘unlearnt’ later. Yet, teaching about
the nature of science might help us here. If we bear in mind that
the products of science are themselves models, and if we teach
accordingly, then we may be able to help pupils deal with the
apparent contradictions they meet in science classes.
To present chemical bonds as either ionic or covalent (or perhaps
metallic) at secondary school is a problem if
the learners take this as absolute knowledge. Perhaps it would
be less problematic for learners if they understood science as
being largely about the development of models that are fit for
a purpose, and that sometimes need to be extended or made more
sophisticated. After all, many professional chemists still use
the idea of ‘covalent or ionic
bonds’ a lot of the time. So a curriculum model that considers
bonds as ionic or covalent can be quite appropriate if it is understood
as a way of classifying things that has a limit to its range of
application, rather than as a ‘fact’ about nature.
It can be an intellectually honest model to present in school
science, but only if we teach science as a set of models rather
than proven facts.
So our bonding example provides us with two very different types
of curriculum model:
• ‘Ionic bonds as electron transfer’ is a model
that does not reflect scientific knowledge, and impedes understanding;
• ‘Bonding as either covalent or ionic’ is a
model that reflects scientific knowledge, and can support progression
in learning as long as learners appreciate it as a model.
Of course, this leads us to the very real question of whether
our pupils can cope with this image of science, or whether ‘science
as developing models of the world’ is too abstract and subtle
for them. There is plenty of research evidence that school pupils
often have quite unsophisticated appreciation of the nature of
science. This could reflect the nature of science being too subtle
or abstract for most learners of secondary age, or it may be that
such findings reflect the teaching these pupils have received.
It may simply be that the teaching they have experienced has usually
presented an image of scientists ‘uncovering truth’
and ‘proving theories’. We are left with the question
of whether seeing science as about model construction, development
and testing is too difficult to be a part of a suitable curriculum
model.
Modelling science
We need to understand scientific models (e.g. of photosynthesis,
the ionic bond, energy) before we can devise suitable curriculum
models to present to pupils, otherwise we risk asking pupils to
learn something for the sake of passing examinations that has
no scientific validity (e.g. the ionic bond = transfer of electrons).
In the same way, we need to have a clear model of science itself
before we can decide how the nature of science should be reflected
in the curriculum.
For example, consider Figure 1. This is a model, showing the
role of models in science. In this representation the notion of
‘model’ is related to the notion of ‘phenomena’
(that scientists study), ‘concepts’ (basic categories
we use - the ‘things’ that we perceive as making up
the world: elements, acids, insects, wasps, insulators, charges,
etc.), ‘relationships’ (such as proportion to, is
a type of, causes etc.) and ‘theories’ (seen as systems
of ideas). This is only a partial model of science, but it is
simplified representation of the central role of models in science
(Gilbert, et al. 2001). Note that one way of understanding this
figure is that models are intermediate between phenomena and theories
(as phenomena are represented in a simplified form, suitable for
incorporation into theories), and that they link concepts and
relationships (as the model shows how different conceptual entities
are linked). The double-headed arrows can also be read to imply
that phenomena, concepts, relationships and theories are all modelled
in, and can be components of models in, science.
|
Figure1: A model of some key terms in science
(Gilbert et al, 2001) |
Scientific explanations
Explanations, like models, are at the very heart of science.
Science is about understanding the world and that means being
able to explain it. Sometimes our explanations are designed to
help us predict (tomorrow’s weather), or control (destroying
tumours), although understanding is sometimes seen as reward enough.
We might suggest that science is about producing models that can
act as the source of explanations. So, scientific explanations
do not exist in isolation, but rely on scientific knowledge being
applied in particular contexts. In particular, scientific explanations
draw upon theories and models.
A key aspiration for science education should be that learners
are able to understand, and produce, explanations that we might
judge to be ‘scientific’. We would like pupils to
make sense of, and to actually be able to offer, ‘scientific
explanations’.
We would hope that pupils entering secondary school would already
have some experience of working with explanations in science, and
that this would develop through their schooling. Those learners
who choose to study science beyond school might be expected to become
adept at formulating scientific explanations.
Pupils’ explanations in science
However, it is always foolish to make assumptions without good
grounds. So, we could ask whether we can expect learners to appreciate
the nature of scientific explanations, and be able to judge whether
something should be considered as ‘a good scientific explanation’,
if we do not make this an explicit aim of science teaching.
An analysis of explanations given by A level pupils studying
chemistry during a research project suggested that even
at this level pupils were not always able to provide good
scientific explanations (Taber & Watts, 2000). Leaving aside
questions of whether they understood the science in orthodox ways,
it was found that sometimes these pupils would use ‘explanations’
that:
• were too vague to provide predictive power;
• were circular;
• confused the reason why something happening with how they
know it to be the case;
• were anthropomorphic.
That advanced pupils should present such ‘explanations’
suggests that we should not assume that secondary pupils, and
especially those at KS3, will appreciate or be able to generate
acceptable explanations that meet scientific criteria. This was
a starting point for the Cambridge project.
KS3 Pupils’ understanding of scientific explanations
A top science set year 9 class in a city comprehensive school spent
two lessons exploring the idea of explanations in science. At the
start of the first lesson, the pupils were asked about their existing
notions about scientific explanations. Some of these KS3 pupils
were able to suggest some quite coherent and appropriate definitions:
"A logical, clear explanation of why
something is like it is or why it happened.
Using what you know to help you explain." |
Quite a few of the responses made reference to the explanation being
based on "evidence to support it" (even "conclusive
evidence") or proof, and there were quite a few references
to explanations including reasons or explaining why. Despite this,
quite a number of the pupils were not able to suggest an example
of ‘a good scientific explanation?'
Activities to develop understanding of scientific explanations
The year 9 pupils were given a talk about the nature of scientific
explanations, using the examples of the size of the universe and
of evolution by natural selection to give a feel for the role of
evidence (sometimes indirect or conditional) in scientific explanations.
The view of an explanation presented was as an answer to a ‘why’
question. A good scientific explanation should be logical and
draw upon accepted scientific ideas. The term ‘theory’
was used and the pupils were told that scientific
theories are ideas about the world that are well supported by
evidence; are internally consistent; and which usually fit with
other accepted theories.
The pupils were taken through a number of activities, to help
them focus on the role of explanations in science. The sessions
were designed to have two main pupil activities concerned with
sequencing and critiquing explanations. There were also two introductory
activities, which pupils seemed to quite enjoy, especially the
‘suggest an explanation’ activity.
Suggesting explanations
This was intended as a warm-up activity to introduce the notion
of an explanation being a response to a 'why' question. A series
of 'why' questions was prepared (appendix 1), including a number
where it was not expected that the pupils would 'know' the accepted
answers (thus 'suggest an explanation').
A large set of questions was prepared, so that pupils could choose
questions where they either already had ideas, or where they were
interested in thinking about possible reasons. Pupils worked in
pairs and it was originally intended that each pair would only answer
1 or 2 questions, just to get them thinking about explanations.
This was extended, as the class seemed to be enjoying the activity,
producing responses that were using their science knowledge and
imagination. A few examples are given here as a flavour of what
these year 9 pupils produced.
Why do we sweat?
Explanation:
We sweat because
“our body sometimes gets overly hot,
whether it is from radiation from the sun or respiration in
your muscles. Sweat is useful because it is mainly water;
and water generally evaporates when it gets enough heat energy,
which it will be able to ‘steal’ from the surrounding.
The end result is that we lose heat energy thus cooling you
down.” |
Why don’t people lay eggs?
Explanation:
People do not lay eggs because
“our developing babies require more
energy and the like provided, and if they developed externally
then they would have limited supplies, whereas if the egg
was inside the mother’s body then the child would get
virtually unlimited supplies through the placenta which is
connected to the mother’s blood stream.” |
Why do only some planets have moons?
Explanation:
Only some planets have moons
because
“when the big bang happened and the
mass distributed but not evenly the larger masses of rock
were drawn in by stars while some of the smaller masses got
drawn in by the larger masses of rock because of their gravitational
pull however some of the medium masses of rocks did not have
a small mass of rock go near them or did not have enough gravitational
pull to send the smaller rocks into orbit around them.” |
Why do people age?
Explanation [age]:
People age because
“they get worn out. Eventually the
vital parts of the body become un-repairable and the limbs
slowly become more useless. Cells diminish over the years
and eyes become over-used. Nothing lasts forever. As the brain
is used it cannot be repaired, limbs are worn and bones become
weak.” |
Why do some animals sometimes eat their own young?
Explanation:
Some animals sometimes eat their
own young because
“they feel threatened or hungry and
feel that their young are not capable of handling the style
of life and don’t want to make them suffer.” |
Why do we each have 2 nostrils?
Explanation:
We each have two nostrils because
“they feel threatened or hungry and
feel that their young are not capable of handling the style
of life and don’t want to make them suffer.” |
Although many of the explanations offered were credit-worthy, they
were not all adequate explanations. Some demonstrated poor logic
or limited scientific knowledge.
What explanations do pupils want?
Pupils were also asked to report 'what are the questions you would
most like to know the answers to'? This activity, along with the
‘suggest an explanation’ activity, was meant to orientate
pupils to thinking about the nature of explanations. This can also
be useful as a way of exploring the kind of interests that pupils
have in science.
The year 9 pupils were able to suggest a wide range of phenomena
for which they would like explanations. The sheet, inviting pupils
to offer the questions they’d most like to know the answers
to can be found in appendix 2. Many would be suitable for follow-up
within school science. The following list gives a flavour of their
questions:
Why do we go red when we are
embarrassed?
Why is urine not always the same
colour?
Why are breasts the shape they
are?
Why do men have nipples?
Why can’t your brain remember
everything you have done in your life?
Why can you not remember being
born if it was such a big thing?
Why are some things instinctive
and others you have to learn?
Why are our voices different?
Why do we have 2 legs and most
mammals have 4 legs?
Why do dogs wag their tails when
they are happy?
Why do viruses exist?
Why do humans exist?
Why is there time?
Why made the first straight line
and how?
Why are all planets round?
Why are there 3 states: solid,
liquid and gases?
Why is glass transparent?
Why haven’t we encountered
any other sentient beings yet? |
Sequencing explanations
This task consists of providing pupils with the components of potential
explanations (including some ‘red herrings’) and asking
them to try and produce a sequenced explanation. This ‘cut
and stick activity’, requires a great deal of thinking and
is suitable as a small group task.
The materials (appendix 3) were provided in the form of an A3
sheet with a suitable heading (a ‘why’ question) and
the statements that could make up parts of an explanation. Pupils
arranged the components they wished to use on the page, and added
lines and additional words (‘because’) to complete
the explanations.
It is worth noting that this can be a very challenging task,
especially when branched explanations are allowed (as in science
full explanations can rely on considering several different factors).
Three examples were provided,
• Why do solid substances melt when they are heated?
• Why do plants die if kept in the dark?
• Why is it important to use renewable power sources?
Clearly many more examples could be devised.
When this work was carried out with the year 9 class, the melting
example was undertaken on the OHP with the class and groups given
a choice of the two other examples. Only one group completed the
'power' option. This group were able to sequence an explanation
with three separate 'threads' or aspects - the greenhouse effect,
the production of acid rain, and the disparate timescales for
the production and use of fossil fuels. Each of the threads was
relevant and logically constructed.
Most groups chose to work on the question about plants, and responses
of varying levels of complexity were produced. Some groups tended
to produce longer, more involved explanations than others (the
task certainly offers scope for differentiation). Some of the
suggested explanations included connections that included quite
complex sequences of statements. However, there also tended to
be flaws in the logic of the explanations.
It is suggested that this is an activity that pupils would benefit
from revisiting over a longer period of time, looking at different
examples (perhaps linked to different KS3 topics as they are met
in the scheme of work).
Evaluating explanations
The final task, which in some ways was intended to be the culmination
of the sequence of work, asked pupils to select examples of poor
and good scientific explanations. Again working in groups, pupils
were provided with a set of 'explanations' on a range of topics.
They were also provided with two A3 sheets on which to glue their
chosen examples. One sheet was headed 'poor scientific explanations'
and had a series of boxes for pupils to complete the statement
'This is a poor explanation because ... '. The other sheet, headed,
'good scientific explanations' had a single box to be completed:
'A good scientific explanation ... ‘. All of these work
sheets can be found in appendix 4.
Pupils were required to select examples of poor scientific explanations
or good scientific explanations, and, also, to justify their choices.
For poor explanations they were asked to explain the faults in
each selected example, where with good scientific explanations
they were asked to give an overall justification for their selection.
(This approach was chosen, as it is hoped that pupils will apply
a common set of criteria for evaluating explanations - the dubious
examples fell down in different ways, but all the good scientific
explanations would need to meet all the criteria).
It was found that a number of the options selected as examples
of good scientific explanations by pupils were in fact flawed.
Also, some of the critiques of 'poor scientific explanations'
were at the level of 'it is wrong' or 'it does not make sense'.
However, there were also examples where pupils were able to offer
reasons that were more specific. Again, this is an activity that
is best not seen as a ‘one-off’ activity, but as an
introduction to evaluating scientific explanations, to be regularly
followed-up in the context of different science topics when explanations
are met.
Some examples of the mooted explanations that pupils were asked
to consider were:
Chlorophyll is green because plants need chlorophyll to
photosynthesise, and plants are green.
The apparent movement of the stars through the night sky
suggests that either the Earth spins round, or that the
rest of the universe rotates around the Earth.
The planets reflect the Sun’s light, but some planet
surfaces reflect a larger proportion of the light reaching
them. Pluto is much less bright in the sky than Venus because
Pluto’s surface reflects a smaller proportion of the
Sun’s light.
A balanced diet should include sources of carbohydrate, proteins,
fats, minerals, vitamins, fibre and water. Foods from animals
- such as meat, egg and cheese - are sources of protein. Vegans
(people who do not eat animal products) will not be healthy
because they will not have balanced diet. |
Pupils were asked to consider acceptable scientific explanations
as well as suggestions that were less than perfect (with cause and
effect confused; alternative options; relevant factors ignored etc).
Again, this activity invites success at a range of levels, and some
science content knowledge is needed to judge many of the examples.
The year 9 pupils were given the full set of mooted explanations
and invited to select examples of good and poor explanations, so
they were not expected to be able to judge each of the ideas.
Pupils’ notions of key terms in science
As the work on year 9 pupils’ understanding of scientific
explanations exemplifies, we need to explicitly teach
about
science, as well as teach science, if we want pupils to appreciate
the nature of science. As part of the Cambridge project, a group
of trainee teachers on the PGCE course interviewed top set science
pupils to probe their understanding of some key terms in science.
There is existing research in this area (e.g. Driver et al.,
1996), although most of it pre-dates the introduction of the Key
Stage 3 National Strategy. It was thought to be a valuable experience
for trainees to find out for themselves how well KS3 pupils appreciated
the use of the terms, ‘theory’, ‘hypothesis’,
‘experiment’ and ‘model’ in science. The
research group interviewed a small number of pupils in three top
sets and a mixed-ability group (year 7 and year 8 top set pupils
at College School, Cambridge, and year 9 top set, St. John’s
and year 7 mixed-ability pupils at Chesterton Community College,
Cambridge. The then met at the University and shared their findings.
The questions in the interviews are reproduced below, with a
small selection of answers from pupils in the top set year7 group.
Have you come across the word ‘theory’
in science? (and if yes)
Can you explain what a theory is?
The theory is what people think. They don’t have proof,
but it’s what they feel/think.
What you think will happen but you can’t actually see
it, it’s what you think will happen
People think up/invent theories – how they think something
works – it may not be correct.
An improved opinion when you have looked at facts, and made
an informed opinion. |
Do you know any examples of scientific theories?
Isaac Newton – Gravity; movement; Einstein
Theory of an infinite universe as an inflating balloon.
Theory of gravity – Newton; Evolution – Darwin;
Einstein; Archilles [sic] – water in the bath going
up.
Theory of relativity – Albert Einstein; Gravity –
Isaac Newton. |
Have you come across the word
‘hypothesis’
in science? (and if yes)
Can you explain what a hypothesis is?
What people think before they do an experiment.
An intelligent guess what they outcome may be.
A summary about something scientific. |
Could you suggest an example of a hypothesis?
What something weighs, they see at the end if they are right.
If you were burning a metal you could form a hypothesis whether
it gets heavier or lighter – you must give a reason.
If measuring different weights after burning a substance you
would summarise the results after measuring them. |
Have you come across the word
‘experiment’
in science? (and if yes)
Can you explain what an experiment is?
A thing you do to find out something.
Trying different ways of doing things, to see what works.
Testing things.
If you had an idea you would design an experiment to see if
your idea is right.
A test to see e.g. if something has oxygen or hydrogen in
it. |
Can you give any examples of experiments that scientists have done?
Einstein tried to split the atom; The spaceship that went
to Mars to do an experiment.
Newton – apple tree – still counted as a test
even though unplanned; Hooke – looking at the stars
– designing telescopes.
Electricity – kite, standing on rubber so they knew
then about conductors and insulators because he did not die. |
Can you tell me about an example of an experiment that
you
have done in science?
Heating up water in test tubes. Putting different metals
into it and seeing how they reacted (magnesium).
Displacing metals (looking for reaction); Which cup keeps
hot chocolate warm best; Bunsen burner – which part
of flame is hottest? Cement mix.
Test for starch in fruit – using iodine; Tested conductors
and insulators, used ammeter to give voltage
Potassium, sodium, calcium – reactivity series. |
Have you come across the word
‘model’
in science? (and if yes)
Can you explain what a model is?
Model experiment: you do it to show to others
how to do it, model: how to set up experiment.
Something you make – creates a 3D object, maybe of a
cycle.
Smaller version of e.g. the solar system – so you can
look at it in detail.
Something to explain the way something works. |
Can you tell me about any models you have seen or used in science?
Model skeleton Freddi
Atoms – model kit to make compounds; Eye.
A model of the solar system; A globe showing the countries
and seas of the world.
Apparatus – bell bottom side-armed flask to make ethanol. |
When reported in such brevity, some the responses do not give a
very full idea of pupil thinking. Even so, some of these answers
would make interesting starting points for a class discussion. The
trainees found it very useful to talk to pupils first hand about
their ideas, and this informed their own work on school placements.
This is probably something that many teachers might find useful
when meeting a new class, especially when unsure about how much
emphasis has been placed on these terms by previous teachers. The
interview schedule used by the trainee teachers can found in appendix
5.
The schedule could be modified to enable use as a written probe,
or pupils in a class could even be trained to interview each other
as a data collection exercise. One of the trainees modified this
idea, producing a simple one page question sheet to survey her
pupils’ understanding of key words in science (see ‘Teaching
the Solar System at year 7).
Pupil perceptions of why accepted ideas change
The three top set science groups (one each in year 7, year 8 and
year 9) who were surveyed to find out individual pupils’
associations for key science words, were also asked to undertake
a small group task on why they thought ideas change (appendix
6).
For this a set of written probes was prepared. In each of the
probes a brief scenario was presented in terms of what people
used to think, and what scientists now think. The groups were
asked to suggest:
• Why people held the original ideas/beliefs.
• Why scientists now think those ideas were wrong.
• Why scientists now hold the new ideas.
To give a flavour of this activity, here are some examples of
group responses.
Scenario (
Moving continents):
Some people used to think that the surface of the Earth has been
largely the same for thousands of millions of years. Scientists
no longer think the Earth’s surface is fixed. Scientists now
believe that the surface is divided into very large pieces (
‘plates’)
that slowly move around, so that the continents slowly change their
positions.
Example of a year 7 response
Why do you think people might have
thought that the earth’s surface was fixed and unchanging? |
Why do you think scientists now
think this idea is wrong? |
Why do you think scientists now
believe that the continents can slowly move around the earth’s
surface? |
Because they did not travel around and they
did not have advanced technology. They all believed in God
and didn’t know much about science. They believed that
God made the earth and it must have stayed like that forever
after and not changed. |
Because we now have satellite pictures of
the earth’s continents moving around. Scientists can
see things changing over years when they write down their
results. |
Because they can prove it and monitor it
for hundreds of years. Scientists have found fossils of the
same species of animals in totally different parts of the
world, so that means that a long time ago, it could have been
the same continent, but it split and drifted apart, leaving
fossils on both sides. |
Scenario (
The four elements):
Some people used to think that everything on Earth was made of four
elements called earth, water, air and fire. All materials were thought
to contain a mixture of these different elements. Scientists no
longer think that that earth, water, air and fire are the elements.
Scientists now believe that all substances are made from a much
larger number of elements (such as oxygen, carbon, hydrogen, iron,
copper, nitrogen, sulfur, helium etc.)
Example of a year 8 response
Why do you think people might have thought that
everything was made up of earth, water, air and fire? |
Why do you think scientists now think this idea
is wrong? |
Why do you think scientists now believe that
there are a large number of elements? |
People did not understand science at the
time and all they could see was what they thought existed. |
Scientists have found some as pure metals
and they have also found things that react with other substances,
therefore knowing there must be other elements on earth or
in the air. |
Because they have found many more different
substances with different characteristics to all other substances.
Also they have found many more substances that react very
differently to anything else they had already found. That
means that they have deduced that there may be many others.
Also the pattern of the Periodic Table, says that there are
many others to be found. The table can also tell what properties
that element would have, and how it would react with other
substances. |
Scenario (
Burning):
Some people used to think that materials would burn (would be ‘
combustible’)
if they contained a special substance, phlogiston. It was believed
that the phlogiston escaped during burning. Scientists no longer
think that phlogiston exists. Scientists now believe that burning
occurs when a substance reacts with oxygen.
Example of a year 9 response
Why do you think people might have
thought that a substance was released during burning? |
Why do you think scientists now
think this idea is wrong? |
Why do you think scientists now
believe that burning is a reaction with oxygen? |
They thought that something
was released when the object was burned because smoke comes
off it (or out of it). |
Scientists now think this is
wrong because combustible materials only burn in certain substances. |
Scientists now believe this
because they have conducted experiments to prove it and have
found that things don’t burn in other gases. |
The pupils seemed to enjoy working on these exercises, and some
of their suggestions are certainly creditworthy. Some of the responses
produced by the small groups (e.g. “Scientists…have
conducted experiments to prove it”) would, again, be a good
starting point for full class discussion.
There were eight topics considered in the set of probes:
• blood circulation
• burning
• the four elements
• moving continents
• new life? (spontaneous generation)
• origins (evolution)
• sight
• the solar system (geocentric-heliocentric)
Clearly there are many other topics where the same format could
be used. It was not expected that KS3 pupils will have been taught
the evidence base behind these topics before undertaking the probes:
this is actually a more useful exercise where pupils are thinking
about what kind of evidence might be relevant, rather than just
repeating what they have learnt.
So can pupils appreciate the nature of science?
Various research studies into learners’ ideas about the nature
of science suggests many children have passed through school science
lessons without acquiring a very accurate, let alone sophisticated,
notion of how science occurs. The nature of science is complex,
and even contentious, and any curriculum model has to be simple
enough for pupils to understand, yet still be an authentic image
of science. This is quite a challenge! Yet the work described above
at KS3, albeit mostly with pupils in top sets, suggests that:
a. |
when challenged with the right type of task, many pupils
are able to start thinking about issues that are central to
the nature of science;
|
b. |
many pupils may acquire quite limited notions of the meanings
of key terms such as ‘experiment’, ‘model’
and ‘theory’. |
|
|
This small-scale exploration seems to suggest there is already
potential for pupils to make good progress in understanding the
way science operates, but as always we need to focus our teaching
on key objectives. So, for example, the meaning of a new technical
term such as ‘element’, ‘pressure’ or
‘tissue’ may be reinforced whenever it recurs, but
it may be assumed that the pupils
know what is meant by ‘theory’ or ‘experiment’,
because they seem to readily adopt the words.
Applying the ideas in the classroom
The trainee science teachers involved in the Cambridge project
attended sessions at the University focussed on teaching about
ideas and evidence, including meetings of an on-going seminar
programme on ‘Meeting the Needs of the Most Able in Science’
(http://www.educ.cam.ac.uk/apecs/).
They also took part in the research visits to interview top set
pupils in years 7, 8 and 9.
The trainees were given a range of reading material relating
to the two themes of the project (teaching about ideas and evidence
in science, and challenging able pupils). They were also presented
with a draft paper on the curriculum model of the nature of science,
describing how science ‘works’, in order to guide
their thinking about the image of science that should be taught
in school (appendix 7). The draft curriculum model, whilst a simplification,
nevertheless described a rather complex business.
The draft curriculum model is not being presented as a finished
product, but rather as a starting point. Teachers may find it
interesting to consider this description of science, and to ask:
• To what extent they agree with the image of science presented;
• To what extent they feel pupils should be taught about
the nature of science as presented in the model;
• How their KS3 pupils would cope with the subtlety and
complexity of the image of science presented.
The trainees took the ideas into their school placements and,
with the support of their school based mentors as well as faculty
tutors, tried to incorporate some work on ideas and evidence in
science into their timetabled teaching. Those who felt they were
able to produce something that colleagues may be interested in
hearing about, using or developing, were invited to submit reports
of their work.
Curriculum models and teaching approaches
Readers may well have their own views on the appropriateness and
feasibility of the draft curriculum model presented to the trainee
teachers. Whatever the merits of that particular document, it
is important to remember that curriculum models are not the same
as teaching approaches. The curriculum model presents the ‘target’
knowledge and understanding, and teachers have to transform
the curriculum through their planning to provide teaching that
is best suited to their learners (Kind & Taber, 2005). The
sequencing of material, the context used to teach concepts, the
approaches chosen etc., all have to be decided by the teacher
in view of the needs and interests of their pupils. Sometimes
curriculum models may present a target that needs to be attained
slowly, and/or in steps. Teachers may use their own ‘teaching
models’ that are further simplifications of the curriculum
models, perhaps as ‘stepping stones’ towards the intended
learning.
The CD-ROM includes accounts of the trainees attempts to incorporate
aspects of ‘ideas and evidence in science’ in their
own teaching.
Keith S. Taber
Cambridge
September 2004
References
Bruner, Jerome S. (1960) The Process of
Education, New York: Vintage Books.
DfES (2002) Framework for teaching science:
years 7, 8 and 9, Key Stage 3 National Strategy, Department
for Education and Skills.
Driver, R., Leach, J., Millar, R. & Scott, P. (1996) Young
People’s Images of Science, Buckingham: Open University
Press.
Gilbert, J. K., Taber, K. S. & Watts, M. (2001) Quality,
Level, and Acceptability, of Explanation in Chemical Education,
in Cachapuz, A. F. (ed.), A Chemical Odyssey,
Proceedings of the 2nd European Conference on Chemical Education
/ 6th European Conference on Research in Chemical Education,
Aveiro, Portugal, September 2001.
Kind, V. & Taber, K. S (2005) Science:
Teaching School Subjects 11-19, London, RoutledgeFalmer.
Millar R. (2003) Teaching about energy, in Strengthening
teaching and learning of energy in Key Stage 3 science
additional support pack, Key Stage 3 National Strategy, Department
for Education and Skills, pp.101-119
Taber, K. S. & Watts, M. (2000) Learners’ explanations
for chemical phenomena,
Chemistry Education:
Research and Practice in Europe, 1 (3), pp.329-353.
Appendices
Please read appendices 1 to 7 which are available in Microsoft Word
format, and can be opened by clicking the hyperlinks below:
Appendix
1 |
Suggest An Explanation!
A set of questions to get pupils thinking. |
Appendix
2 |
Explanations wanted - A simple sheet to invite pupils to
suggest the questions to which they would most like to know
the answers. |
Appendix
3 |
Sequencing explanations – instructions for pupils.
Sequencing explanation exercise – based on the question
“Why do solid substances melt when they are heated?”
Sequencing explanation exercise – based on the question
“Why do plants die if kept in the dark?”
Sequencing explanation exercise – based on the question
“Why is it important to use renewable power sources?”
|
Appendix
4 |
Judging explanations – sheet for displaying good scientific
explanations (to be reproduced at A3 size).
Judging explanations – sheet for displaying poor scientific
explanations (to be reproduced at A3 size).
Judging explanations – set of mooted explanations for
pupils to evaluate. |
Appendix
5 |
Pupil questionnaire on key terms in science. |
Appendix
6 |
Probe to explore pupils’ thinking about why ideas
change in science – intended for small group work. |
Appendix
7 |
The (Draft) Curriculum Model of the Nature of Science -
a starting point for thinking about the image of science we
look to portray in secondary school. |