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Geography · Geographical investigation

Explaining limitations without inventing observations

You know a limitation belongs in your conclusion, but every sentence you write sounds like an excuse.

A good limitation names what the method could not capture and says how that might change the conclusion. It never adds events you did not observe.

This lesson is part of geographical investigation. The wider planning lives in designing a small ethical geographical investigation, so this page only covers the limitation paragraph.

How is a limitation different from the conclusion?

The conclusion says what your data shows. The limitation says how far that statement can be trusted. Writing both in one blur makes each one weaker.

A useful limitation has three parts: what the method did, what that leaves out, and what effect this could have on the conclusion.

Worked example: litter counts on one afternoon

This is a worked example. A pair of students counted pieces of litter along three 20 m stretches of a school field edge. They counted for 10 minutes each on one Tuesday afternoon.

Stretch Litter pieces counted
A, near the canteen 27
B, middle of the field edge 12
C, near the gate 9

The data supports one statement: stretch A had the most litter on that afternoon, 27 pieces compared with 12 and 9. The total is 27 + 12 + 9 = 48, so A held 27 ÷ 48 = 56.25%, about 56%, of the counted pieces.

Now write each limitation as three parts.

  • Time. “The counts were taken on one afternoon only (what was done), so days with a different canteen schedule are not represented (what it leaves out). The pattern at A may be weaker or stronger on other days.”
  • Sample. “Only three stretches of 20 m were counted (what was done), so the rest of the field edge is unknown (what it leaves out). Stretch A may not represent other places near buildings.”

The mistake: inventing what you did not see

A tempting sentence is: “The litter at A was higher because it rained the day before and washed rubbish there.” The students did not record rain, so this is an invented observation.

Invented claim Honest limitation
“It rained the day before, which moved the litter.” “Weather was not recorded, so its effect on the counts cannot be judged.”
“Everyone at school drops litter near the canteen.” “Only litter pieces were counted, so the reasons for the pattern are not shown by this data.”
“Counts would be the same every day.” “One afternoon was counted, so the result may change on other days.”

The honest version loses nothing. It shows the marker that you know the edge of your own evidence.

Check yourself

A student measured soil temperature at two spots, one under a tree and one on open grass, at 10.00 a.m. on one day. The readings were 26 °C and 31 °C. Write one limitation using the three-part pattern.

Answer

One model answer: “Temperature was read once at each spot at 10.00 a.m. on one day (what was done), so changes across the day and on other days are not shown (what it leaves out). The gap of 5 °C may be larger or smaller at other times.”

The difference is 31 − 26 = 5 °C. The limitation does not say why the open grass was hotter, because no sun or cloud data was recorded.

What to study next

To see how the data itself should be shown before you comment on it, read presenting data clearly. Then try the geographical investigation practice set.

For help with a real investigation write-up from your own school, see online one-to-one Geography tuition.

Common questions

What is a limitation in a geographical investigation?

It is something about how the data was collected that restricts what the conclusion can claim, such as a short time period or a small sample. Naming it shows you understand how far your evidence reaches.

Is a limitation the same as a mistake I made?

No. A mistake is an error you could have avoided. A limitation is a built-in restriction of the method, such as counting on one day only. Even a well-run small investigation has limitations.

Can I mention weather or events I did not observe?

Only as a possibility, in words like may or could, and only if you label it as an idea. Never write that it rained the day before unless you recorded it. Invented observations can cost credibility.

How many limitations should I write?

Two or three, each one linked to the specific conclusion. A long list of small worries is weaker than two limitations that clearly say how they could change the result.

If your limitations sound vague or borrowed, a one-to-one Geography lesson can go through your own data and help you state what it does and does not show.

  • Online one-to-one lessons for your child with an experienced teacher.
  • Your first class is a one-hour trial, from RM50. The fee is agreed before you book.
  • Happy with the teacher? Continue with lessons of about 1.5 hours. If not, ask for another teacher.