Computational Thinking – What Is It?

Bonnie BraceyBy Bonnie Bracey Sutton
Editor, Policy Issues

I attended the first CS4HS High School Teacher Workshop: Computational Thinking and Computational Doing from June 25-27, 2010, at the ATLAS Institute on the University of Colorado at Boulder campus. (The conference was featured in the Boulder DailyCamera.)

First, a bit of background. I have been working in advocacy for STEM and related technologies, lurking around the edges of computational science for some time thinking about ways in which to incorporate new kinds of thinking for students in our schools. I have attended the leading Supercomputing Conferences and brought teams to the events to try to change teaching and learning so that computational thinking, with games and simulations, could find a prominent place in the forefront of those inserting STEM into the curriculum. However, I am not sure the conference is always happy with the outcomes of teacher participation since it’s difficult to gauge the longterm effects of what happens in the classroom and some presenters don’t have a very high regard for the ability of teachers to work with technology.

But this CS4HS workshop in Boulder was different. Its focus was on teachers, and it was par excellence! Continue reading

Science Labs Don’t Have to Cost an Arm and a Leg

Harry KellerBy Harry Keller
Editor, Science Education

A recent article in District Adminstration magazine discusses the aging science labs in schools across our nation and the cost of upgrading them all.

The article points out that science standards have been raised recently while lab facilities have been left to deteriorate. It says that the costs of fixing the existing labs run between $150 and $200 per square foot, meaning that an adequate lab space for 24 students will cost around $250,000 to upgrade.

In these days of plunging school budgets, this allocation of funds is simply not possible. When you add in the cost of including science labs in new school construction and count all of the schools around the country that are likely to require upgrades, the cost of fancy science lab facilities can reach hundreds of millions of dollars.

However, there’s another answer. Scale back the full upgrade of the lab spaces so that only inexpensive, safe, and efficient hands-on labs remain. Safety equipment may be partially eliminated. Gas would no longer be required. Bunsen burners come from the 19th century and are really archaic today. Highly chemical resistant desktops could be replaced with less expensive alternatives.

Why can we make this adjustment? Because the primary advantages of hands-on labs are two-fold.

  1. They provide a kinesthetic learning experience, rounding out the other learning in science classes.
  2. They allow students to do experimental design and redesign, providing excellent experience in understanding the nature of science and in developing scientific reasoning skills.

Any other purpose cited for having hands-on labs either can be handled in alternate, safer, and less expensive ways or is not really necessary for high school students. The two purposes listed above are easily achieved in a facility that is no more complex or expensive than a kitchen. While such facilities are more expensive than ordinary classrooms, they fall far below the cost of a fully-equipped science lab.

M_Faraday_Lab

What do you then do to provide the science experiences that can’t be conducted in a kitchen? After all, simulations will not do. They misrepresent the nature of science and can even deliver erroneous results. The data all come from a programmer’s pencil, which cannot represent the real world and may have other flaws as well.

To many, simulations are the “new thing.” Actually, people have been using simulations for a very long time. Uranus and Neptune were discovered with the assistance of simulations. Note that these simulations were not being investigated but were a tool being used to investigate the solar system where the real data was being collected. The recent widespread availability of inexpensive computer time simply meant that simulations could be done with less expense and in less time.

Replacing science labs with simulations has become popular with some for a number of reasons, including cost, safety, and the “gee-whiz” factor of using a computer and seeing animations. None of these are valid excuses for cheating students of the opportunity to investigate the real world.

Instead, we must find newer ways to use the available technology to provide true inquiry science experiences.  Ideally, science labs should allow students to inquire, explore, and discover. Even when this goal is only partially realized, the labs should advance the goals of understanding the nature of science and of developing scientific reasoning skills. Any other use wastes valuable class time.

It’s time to harness our country’s ability to innovate and convert new ideas into great products. My personal efforts have centered on prerecorded real experiments. Others must also have ideas that can bring us better science education for less money. The future will require no less, and we can no longer afford these show-piece science labs that don’t deliver learning value in proportion to their cost.

Making a Case for Online Science Labs

Harry KellerBy Harry Keller
Editor, Science Education
10 November 2008

In my last article, I spoke of states blocking progress in online science education. California and New York proscribe the use of virtual labs for their high school diplomas. Rather than complain about this situation, the online community must find ways to work with the University of California Office of the President (UCOP) and the New York State Board of Regents (Regents) to amend their rules.

There’s much at stake here — too much to waste our efforts attempting somehow to make simulations okay as labs. Realize that if these states modify their rules, then we open up a great set of opportunities for online education.

Instead of beginning by opposing UCOP and Regents, begin where they are and work with them. I read in the UCOP position a statement that no virtual labs that they had seen were good enough to substitute for hands-on labs. Take that as our starting point.

First, make contact with these groups. Then, show them the possibility of using online labs as a part of the instructional process. What’s the best way to make that demonstration?

Because the UCOP and Regents have not seen any virtual labs that they feel are suitable, and they have seen plenty of simulations (data, objects, and phenomena generated by equations and algorithms), do not begin by showing them what they’ve already rejected. Instead, show them something completely different.

keller10nov08Remember that the decision makers are taking their guidance from scientists. I’m a scientist (chemistry) and have some ideas about how these important advisors view science lab experience. Understand that the traditional education community is very protective of hands-on labs. Any solution must include these to some extent. The exact extent should be a subject of negotiation. The College Board, for example, mandates 34 hours of hands-on time for AP Chemistry.

Use America’s Lab Report for guidance and as a possible neutral virtual meeting ground. Showing adherence to all aspects of the report will, I believe, demonstrate the required possibility.

Having established communication and demonstrated the potential for online science to succeed, engage in a dialog regarding any deficiencies perceived by the UCOP and/or Regents in the various presented alternatives. Agree that one or more, if amended, can substitute for some fraction of the total hands-on requirement. Some approach may even succeed without modification.

Overcoming any such deficiencies and presenting our case again will complete the process and open the door for online science instruction throughout the United States.

Our initial presentation should include as many innovative approaches to virtual labs as we can muster and should not include simulations as lab substitutes for the reasons stated above.

I’m aware of three possibilities for presentation. None use simulations. All use the methods of science.

1. Large online scientific database investigation. Prof. Susan Singer, the lead author for America’s Lab Report, uses this approach in her own classes.

2. Remote, real-time robotic experimentation. Prof. Kemi Jona, one of the authors of the NACOL document about online science (together with John Adsit), is working with the MIT iLab people to supply these labs to students.

3. Prerecorded real experiments embedded in highly interactive software allowing students to collect their own personal data. The Smart Science® system is the only known example of this approach. (Disclaimer: I’m a creator of this system.) Apex Learning and Johns Hopkins University’s CTY are just two organizations that use these integrated instructional lab units.

I’d be happy to hear of other approaches that are not simulations and to work with anyone who’d like to see a change in the UCOP and Regents standards for lab experience. I’d especially like to talk to anyone who has contacts with the UCOP or Regents. The sooner we start in earnest, the sooner we’ll succeed.