Do we need all the decimals? (2024)

If we use too few decimal places, the result will be imprecisely reported. On the other hand, if we use too many decimals, we give the impression that the result is more precise than it really is.

How many decimals to use should be a conscious choice. Using more decimals than necessary is not wrong per se. However, an unnecessarily large number of decimals gives the impression that issues of measurement uncertainty or random variation have not been handled purposefully. Moreover, it conceals the message – the results are swamped by a surfeit of figures.

The height of adults is normally reported in whole centimetres. Bjørnely et al. studied changes in body mass index in adolescents from 1966 to 1997 (1). They reported height in centimetres with one decimal, with a mean of 180.1cm and a standard deviation of 7.0cm for the 499 boys who were 18 years old. Although each individual measurement can be given in whole centimetres, the mean will have greater precision, and in this case it made sense to report it with one decimal place. If one wanted to report a 95% confidence interval for expected height, it would be from 179.5 to 180.7. Note that here we have the same number of decimal places in the mean, the standard deviation and the confidence interval. When we have an absolute scale, this makes sense.

Furthermore, the number of decimal places depends on the measurement scale. If we reported height in metres instead of centimetres, we would need three decimals instead of one. This is quite obvious here, but is not so for all measurement scales.

Decimals or significant figures?

Decimals or significant figures?

The number of decimals is the number of digits after the decimal point, while the number of significant figures is the number of digits after any leading zeros. The mean and the standard deviation in the example above are reported with one decimal place, but with four and two significant figures respectively. When we have an absolute scale, it is usually most relevant to focus on the number of decimals. In other situations, such as for relative quantities or p-values, the number of significant figures might be more relevant.

Powers of 10

Powers of 10

Sometimes it is appropriate to report figures in the standard form, for example an estimate as 4.4 × 10−5 and a confidence interval as 0.36 × 10−5 to 8.4 × 10−5. For reasons of readability it is sensible to use figures with the same power of 10, i.e. not like this: 3.6 × 10−6 to 8.4 × 10−5.

Significant figures for relative risk

Significant figures for relative risk

Risk can be measured as the probability of an adverse event, odds of an adverse event, incidence rate or mortality. When comparing exposed and unexposed individuals (or an intervention group and a control group), we often report the risk ratio (RR), odds ratio (OR), incidence rate ratio (IRR) or hazard ratio (HR). When we have two distinct groups, it is common to report relative risk with one or two decimal places, for example an estimate of 1.75 and a 95% confidence interval of 1.22 to 2.50. If the confidence interval is wide and not close to 1, one decimal may be sufficient. However, more decimals may be needed when reporting the relative risk per unit for a continuous variable, such as per year (2). In a study of patients admitted with acute colonic diverticulitis at Levanger hospital, the incidence rate per five-year age interval in women was 1.059 with a 95% confidence interval from 1.045 to 1.057 (3). Here, it made sense to use three decimals; with two decimals, the estimate and the confidence interval would have been 1.05 and 1.05 to 1.06 respectively, and a confidence interval that coincides with the point estimate does not give a good picture of the uncertainty. Moreover, the reported incidence ratios correspond to an increase of 5.1% (95% confidence interval 4.5% to 5.7%) per five years, and only two of the four significant figures actually provide any relevant information.

Percentages

Percentages

If the total number is below 100, percentages will have to differ by at least one per cent. In this case, percentages should be given without any decimals, e.g. 9% (7/79). For larger numbers, one decimal place may be relevant, e.g. 2.8% (16/580).

P-values

P-values

If practicable, we should report the actual p-value, not just p < 0.05 or p < 0.01 for example. It is common to report up to two significant figures and a maximum of three decimal places, such as p = 0.12, p = 0.035, p = 0.006 and p < 0.001.

Some examples of suitable and less suitable numbers of decimal places are shown in Figure 1.

Do we need all the decimals? (1)

Do we need all the decimals? (2024)

FAQs

Do we need all the decimals? ›

If we use too few decimal places, the result will be imprecisely reported. On the other hand, if we use too many decimals, we give the impression that the result is more precise than it really is.

How many decimals should I use? ›

Experienced researchers typically round the numbers to one or two decimals, following the APA manual.

How many decimal places do measurements need? ›

For example, some references suggest that in reporting statistics (eg, means and standard deviations [SDs]) not to use precisions higher than the accuracy of the measured data (1); many researchers recommend to use only one decimal place more than the precision used to measure the variable (2,3); and, some mention that ...

Do we need decimals? ›

We use decimals every day while dealing with money, weight, length etc. Decimal numbers are used in situations where more precision is required than the whole numbers can provide. For example, when we calculate our weight on the weighing machine, we do not always find the weight equal to a whole number on the scale.

Is it necessary to round off decimals? ›

We can round decimals to a certain accuracy or number of decimal places. This is used to make calculation easier to do and results easier to understand, when exact values are not too important.

What are the 3 decimal rules? ›

The first decimal place to the right of the decimal point is the tenths place. The second decimal place is the hundredths place. The third decimal place is the thousandths place. The decimal system continues up to the ten-thousandths place, the hundred-thousandths place, the millionths place and beyond.

What is the decimal place rule? ›

Decimal places are those to the right of the decimal point, e.g. 5.368 has three decimal places. To round this to two decimal places: find the second decimal place (6) and look at the number to its right (8). As that number is between 5 and 9, the second decimal place is rounded up to the next whole number, which is 7.

What is correct to 2 decimal places? ›

Rounding a decimal number to two decimal places is the same as rounding it to the hundredths place, which is the second place to the right of the decimal point. For example, 2.83620364 can be rounded to two decimal places as 2.84, and 0.7035 can be rounded to two decimal places as 0.70.

How many digits should be to the left of the decimal? ›

When written in standard form there must be one digit, and only one digit to the left of the decimal point in the number N.

What are 3 facts about decimals? ›

Every fraction is a decimal.

A fraction is one whole number divided by another (but we can't divide by zero). Every fraction, small or large, positive or negative, can be written as a decimal. For example, 1/2 = 0.5, 1/3 = 0.333… and 1/7 = 0.142857142857… – where the '142857' repeats forever!

Who invented decimals? ›

The humble decimal point may have been invented about 150 years before we previously thought. Experts had previously credited German mathematician Christopher Clavius for the innovation, but according to a new study, the credit actually belongs to Italian merchant and mathematician Giovanni Bianchini.

Do Americans use decimals? ›

America. The countries found to the north, like the U.S.A and Canada, use the decimal point, although the comma is used in the Francophone area of Canada as well. Countries closer to Central America, such as Mexico and the Caribbean Islands, also use the decimal point.

What is the 5 rule in rounding? ›

If the digit in the smallest place is less than 5, then the digit is left untouched. Any number of digits after that number becomes zero and this is known as rounding down. If the digit in the smallest place is greater than or equal to 5, then the digit is added with +1.

Is 5 closer to 0 or 10? ›

5 is exactly half-way between 0 and 10, and 8 is between 5 and 10. So 8 is closer to 10 than to 0 on the number line and so it rounds up to 10. 32 lies between 30 and 40. 35 is exactly half-way between 30 and 40, and 32 is between 30 and 35.

Why do people round decimals? ›

Rounding numbers makes them 'easier' to use or understand while also keeping the number close to its original value. Instead of using exact numbers, simpler values can be used. For example, 189.2 could be rounded to 189, 190 or 200, depending on the degree of accuracy required.

How many decimal places to use in percentage? ›

Percentages appearing in reference and methodological tables must be rounded to no more than two decimal places except in certain methodological tables where finer breakdowns may be necessary.

How do I know how many decimal places to round to? ›

Rounding to decimal places
  • look at the first digit after the decimal point if rounding to one decimal place or the second digit for two decimal places.
  • draw a vertical line to the right of the place value digit that is required.
  • look at the next digit.
  • if it's 5 or more, increase the previous digit by one.

What are the rules for writing decimals? ›

Name a decimal number.
  • Name the number to the left of the decimal point.
  • Write “and” for the decimal point.
  • Name the “number” part to the right of the decimal point as if it were a whole number.
  • Name the decimal place of the last digit.

How many decimals should be in every reading from the balance? ›

A top- loading balance may only give you two decimal places in your mass reading, whereas an analytical balance may give you three or four decimal places. If your sample is more than 10 g, a top-loading balance will give you at least four significant figures.

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