Hypothesis Formulation, Testing and Design

Just 3 days ago, the following press release made it into the news:

(http://www.vancouverobserver.com/news/first-nations-cancer-linked-oil-sands-toxinswild-

food-study)

Here is an excerpt condensed from the above article:

“Two northern Alberta First Nations downstream of massive oil sands smoke plumes and

tailing ponds released a human health study Monday, implicating the growth of the

industry to many serious Aboriginal health concerns, including cancer. The new

scientific study states the region’s “country food” contains elevated levels of toxic metals

and carcinogens that members of the Mikisew Cree and Athabasca Chipewyan First

Nations traditionally eat. The wild foods include: moose, ratroot, duck, wild mint, spruce

gum, pickerel, caribou, and Labrador tea. Fish are no longer eaten from the Athabasca

River, due to government health warnings. The study reveals these foods contained

elevated levels of heavy metals and carcinogens, and that nearly a quarter of the

Aboriginal participants — 23 out of 94 — had cancer, among other ailments.

The push for the study was motivated by a deep distrust of provincial and federal health

officials, who they say have “failed” to comprehensively study the issue, said the leaders.

“One thing most striking… is that both province and federal governments refuse to do

anything about [the high rates of cancer]. Even though the pressure is escalating,” said

ACFN Chief Allan Adam. “We are being brainwashed by the Conservative government

that everything is ok. It’s not,” he added.”

There are many interesting issues here – including the distrust of Alberta-based

researchers! — but we will focus here on hypotheses and study designs. Although I think

it’s great if you want to delve into this topic more deeply, you do not need to do any

further background research to answer the following questions. (We will be talking about

the tar sands a bit later in the course – stay tuned J).

Q1. Which of these two options is the better hypothesis statement and why? (2 marks)

A) Exposure to the tar sands causes cancer.

B) Exposure to tar-sand chemicals through the consumption of contaminated

wildlife increases the risk of developing certain cancers.

Q2. Suppose we decided to test the hypothesis: “Exposure to chemicals from the tar

sands via the consumption of contaminated fish increases the risk of developing

Summer 2014 – ENV1000 Assignment 1

6

cholangiocarcinoma (cancer of the bile duct)”. If this is the alternative hypothesis, what

would be the null hypothesis? (1 mark)

Q3. Suppose we decided to test the hypothesis: “Exposure to chemicals from the tar

sands via the consumption of contaminated fish increases the risk of developing

cholangiocarcinoma (cancer of the bile duct)”. What would be a reasonable prediction

arising from this hypothesis? (Remember that a handy way to develop a prediction is to

say “If the hypothesis is true, then…..” (2 marks)

Q4. Suppose that the following study designs have been proposed to test the

hypothesis “Exposure to chemicals from the tar sands through the consumption of

contaminated fish increases the risk of developing cholangiocarcinoma (cancer of the

bile duct)”. Very briefly critique each design: if you see a problem with it, say what you

think the problem is. If you think it is fine as is, say so. Please be brief! Possible

criticisms could be (but are not restricted to):

• not achievable

• unethical

• not measurable

• no control group

• results may not be reliable

• biased

• too small a sample

• does not test the hypothesis

• there may be other untested

variables affecting the outcome

If you see several problems, mention up to 2 problems for a complete answer.

4a. “I would measure the concentration of certain tar-sand contaminants in the blood of

a person with cancer and a person without cancer and see if they are different.” (1 mark)

4b. “I would interview 50 people living close to the tar sands who have this type of

cancer and ask them to estimate how much wild fish they consumed weekly over the last

5 years.” (1 mark)

4c. “I would interview 50 people living close to the tar sands who have this type of

cancer and ask them to estimate how much wild fish they consumed weekly over the last

5 years. Then, I would interview approximately the same number of people from

Toronto who DON’T have this cancer and ask them how much wild fish they consumed

weekly over the last 5 years and see if the amount of fish consumption differs between

the 2 groups.” (1 mark)

4d. “I would randomly assign 100 people to 2 groups. One group would eat

contaminated fish once a week for 5 years; the other group would eat uncontaminated

fish once a week for 5 years. I would see if the rate of cholangiocarcinoma differs

between the two groups.” (1 mark)

4e. “I would look at rates of cancer in the community and see if they started to rise after

the tar sands development came in (compared to before the tar sands were developed).”

(1 mark)