Sample size calculation for prevalence study with examples

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  • Опубликовано: 15 июл 2024

Комментарии • 47

  • @abubakarnur4271
    @abubakarnur4271 Месяц назад +1

    other wise very thankful for you clear explanations and examples you gave us

  • @tarekegnbekele3451
    @tarekegnbekele3451 7 месяцев назад +1

    thank you dear doc for your nice explanation

  • @humphreylombe
    @humphreylombe 11 месяцев назад +1

    very helpful video.Thanks

  • @AdaRdor
    @AdaRdor Год назад +1

    Do you know what the R code for the first formula is (sample size=(Zalpha)^2*P*(1-P)/precision^2)? Thanks in advance!

  • @sushmitatamang1581
    @sushmitatamang1581 Год назад +2

    Student wants to estimate the prevalence of antibiotic resistance in small state but there is no earlier research paper done for that state yet. How to calculate sample size?

    • @PublicHealthResearchDrSandheep
      @PublicHealthResearchDrSandheep  Год назад

      student can take the prevalence from other states in the same country / from nearby countries (with similar levels of health outcomes).

  • @huzaifaimam7252
    @huzaifaimam7252 Год назад +1

    Fantastic video! when do you need to use the sample size correction, how small should the population be? I have seen several suggestions calling for its use when the population is less than 10,000 or less than 5K etc. Which is correct Sir?

    • @PublicHealthResearchDrSandheep
      @PublicHealthResearchDrSandheep  Год назад +1

      correction formula for finite population can be applied when the total number in the sampling frame is known (or when the total number is already counted). I usually use when the number of individuals in the sampling frame is 2000 or less.

    • @huzaifaimam7252
      @huzaifaimam7252 Год назад

      @@PublicHealthResearchDrSandheep thank you prof

  • @ranadam5568
    @ranadam5568 Год назад +2

    Can I use a prevalence calculated from a study conducted more than 5 years ago, for example 2016?

  • @anithasanthanam9787
    @anithasanthanam9787 2 года назад +1

    If we want to study prevalence in chennai is it appropriate to use prevalnce data from any other districts in tamilnadu

    • @PublicHealthResearchDrSandheep
      @PublicHealthResearchDrSandheep  2 года назад +1

      if other research on prevalence in Chennai is not available, you can choose prevalence from another district with similar socio demographic characteristics - for calculation of sample size. Thank you

  • @hopeworship-7650
    @hopeworship-7650 Год назад +1

    Thanks sir for your help full video .pls help me this) A researcher wanted to conduct a research to determine the prevalence of ANC
    utilization of mothers in a district with infinite population. The prevalence of
    ANC utilization from previous study was found to be 45.7%. What is the final
    sample size to address the objective? If you don’t have any information about P,
    what are you going to do and what is the final sample size in this scenario?

    • @PublicHealthResearchDrSandheep
      @PublicHealthResearchDrSandheep  Год назад

      Please use 0.457 as P and 0.543 as 1 -P. Precision will be 0.05. Calculate the sample size substituting these values in the formula

    • @PublicHealthResearchDrSandheep
      @PublicHealthResearchDrSandheep  Год назад +2

      If you don’t have information about P from previous research - please take P as 50% - or 0.5

  • @drmanojlectures4233
    @drmanojlectures4233 2 года назад +1

    How to derive Absolute precision from Relative Precision

    • @PublicHealthResearchDrSandheep
      @PublicHealthResearchDrSandheep  2 года назад +1

      To the best of my knowledge, absolute precision is used for calculating sample size of community based research. It can be based on the variation in prevalence in previous studies. Absolute precision can not be calculated from the relative precision value (according to my understanding). Thank you

  • @psychiatrysrmtrichy4736
    @psychiatrysrmtrichy4736 Год назад +1

    what if the prevalence is 0.3 percent sir? how to calculate precision then?

    • @PublicHealthResearchDrSandheep
      @PublicHealthResearchDrSandheep  Год назад

      If prevalence is so less, you can use relative precision. If prevalence is 0.3 % and relative precision is 5% of prevalence… 5% of 0.3% will be the relative precision. When prevalence is less, sample size calculated will be more

  • @agriculturInfo
    @agriculturInfo Год назад +1

    if there is hav't previous research how to give ? p value?

  • @vivekthaware6507
    @vivekthaware6507 8 месяцев назад +1

    What if we don't know the percentage of prevalence..then what would be the prevalence?

    • @PublicHealthResearchDrSandheep
      @PublicHealthResearchDrSandheep  8 месяцев назад

      you can assume that the prevalence is 50% - that assumption gives you the maximum possible sample size

  • @deepaksingh-ut7lh
    @deepaksingh-ut7lh Год назад +1

    How to calculate the sample size in case prevalence is given as a range .for example range of prevalence of diabetes is 10-14% ??

    • @PublicHealthResearchDrSandheep
      @PublicHealthResearchDrSandheep  Год назад

      you can take the middle value of the range as the anticipated frequency (my opinion…didn’t get any reference 🙏)

    • @deepaksingh-ut7lh
      @deepaksingh-ut7lh Год назад

      @@PublicHealthResearchDrSandheep thank u sir

  • @Upasana-Sharma
    @Upasana-Sharma 4 месяца назад +1

    Can I use prevalence from previous study for sample size calculation for rct ?

    • @PublicHealthResearchDrSandheep
      @PublicHealthResearchDrSandheep  4 месяца назад +1

      sample size calculation for rct is different. Outcome variable can be any one of the following - difference in proportions between experimental group and control group OR difference in mean values of continuous variable between experimental group and control group

    • @PublicHealthResearchDrSandheep
      @PublicHealthResearchDrSandheep  4 месяца назад +1

      If you need more detailed explanations, I will make a video

    • @Upasana-Sharma
      @Upasana-Sharma 4 месяца назад

      @@PublicHealthResearchDrSandheep thank you sir 🙏

  • @husnat5420
    @husnat5420 2 года назад +1

    Study duration how much

  • @nathanaelsungte8326
    @nathanaelsungte8326 4 месяца назад +1

    An investigator is intending to estimate the prevalence of Anaemia in a selected district. The expected prevalence is 28%. What is the required sample size to estimate the prevalence with a relative precision of 10% and alpha error of 5%?
    a) 514
    b) 806
    c) 988
    d) 1526
    What is the correct answer sir ? Kindly help

    • @PublicHealthResearchDrSandheep
      @PublicHealthResearchDrSandheep  4 месяца назад

      987 is the sample size
      Proportion is 28% …. relative precision of 10% means absolute precision is 2.8% ….. alpha error of 5% means confidence level is 95%

  • @avinashtadvi5795
    @avinashtadvi5795 5 месяцев назад +2

    My Objective:To asess Prevalence of cutaneous manifestation in internal malignancy patient in tertiary hospital cross sectioal study
    Prevalence from previous study -27%
    By chochran formula Z2Pq/d2
    I got 303 as sample size
    -How to calculate for finite population if i dont know exact N as hospital data not available
    -Is it necessary to calculate for finite population
    -Can i assume N as 500
    Can u help me to calculate sample size by above data sir
    I am affraid of not getting answers
    I wish sample around 150

  • @avinashtadvi5795
    @avinashtadvi5795 5 месяцев назад +1

    How to consider N in finite population? When finite population is not known
    My study prevalence of cutaneous manifestation in internal maliganancy patients?
    Previous study P-27%
    Kindly help me sir waiting for your reply sir 😊❤

    • @PublicHealthResearchDrSandheep
      @PublicHealthResearchDrSandheep  5 месяцев назад +1

      you can define the sampling frame ( can include all the admitted patients with internal malignancy - from selected hospital or hospitals). Then define the duration of the time period. All those admitted with internal malignancy during that period in those selected hospitals - constitute N (it is a hypothetical scenario)

  • @abubakarnur4271
    @abubakarnur4271 Месяц назад

    incorrect formula I understood all things but which formula did you calculate the sample of 384?

    • @PublicHealthResearchDrSandheep
      @PublicHealthResearchDrSandheep  Месяц назад

      Sample size = [(z alpha) x (z alpha) x p x (1 - p) ] / (precision x precision)

    • @abubakarnur4271
      @abubakarnur4271 Месяц назад +1

      @@PublicHealthResearchDrSandheep So where did you calculated the Prevalence (P) of those 600 students from the college
      Thank you for your time and helping me

    • @PublicHealthResearchDrSandheep
      @PublicHealthResearchDrSandheep  Месяц назад

      Prevalence can be taken from the previous research article - on the similar research topic - conducted in a similar population.
      If similar research article is not available. We can anticipate the prevalence as 50% - as it gives the highest sample size