Are 1 in 6 deaths in the USA due to lead exposure?Can I run barefoot without worry about exposure to lead, or tracking it in the house?Is lead exposure responsible for the rise and fall of violent crime in the US?Did lead poisoning contribute to the fall of the Roman Empire?

Monthly budget screen - need to take into account whether it's early/late in the month

Why doesn't knowledge of how magic works break magic in this world?

How can conflict be conducted between nations when warfare is never an option?

Dijkstra with max instead of sum

Is "lasts until dispelled" a duration?

Array elements of struct and struct members

Why is "runway behind you" useless?

Does removing the US president from office through impeachment affect the validity of the decisions they made?

High short circuit failure rate of aluminum electrolytic capacitors during the production processes

Simulating these special dice on more regular dice

Directed mutation of viruses in response to drugs

New manager unapproved PTO my old manager approved, because of a conference at the same time that's now a "condition of my employment here"

Reverse Polish Notation (RPN) Calculator

What does the word 「ちゃらくさい」mean?

Isn't Social Security set up as a Pension Fund as opposed to a Direct Transfers Scheme?

Lead based stain from 1800’s?

Generating all 2x2 matrices with entries from 0 to 3 whose det is 1 with mod 2 arithmetic

Writing music by hand?

Why don't all States switch to all postal voting?

Missing number, treated as zero. <to be read again> *

What is this large fan in front of the Space Shuttle during Ground Turnaround?

Help me pair my left and right socks!

ampersand "&" causes if-else-fi to fail

Creating a wavy dot pattern in a Cycles shader



Are 1 in 6 deaths in the USA due to lead exposure?


Can I run barefoot without worry about exposure to lead, or tracking it in the house?Is lead exposure responsible for the rise and fall of violent crime in the US?Did lead poisoning contribute to the fall of the Roman Empire?






.everyoneloves__top-leaderboard:empty,.everyoneloves__mid-leaderboard:empty,.everyoneloves__bot-mid-leaderboard:empty
margin-bottom:0;

.everyonelovesstackoverflowposition:absolute;height:1px;width:1px;opacity:0;top:0;left:0;pointer-events:none;








13


















A blog I read contains this content:




About one in six death in the USA is due to lead exposure. Lead accumulates in your body over time and significantly increases your risks of cardiovascular diseases, among other bad things. There are chelation therapies to lower your lead levels, but they are not in wide use even though it is surprisingly effective at improving the health of some sick people.




Links provided are:



  • Low-level lead exposure and mortality in US adults: a population-based cohort study


  • A prospective study of bone lead concentration and death from all causes, cardiovascular diseases, and cancer in the Department of Veterans Affairs Normative Aging Study.


  • Heavy Metals, Cardiovascular Disease, and the Unexpected Benefits of Chelation Therapy










share|improve this question






















  • 1





    Since lead was removed from gasoline and paint and plumbing solder, where do you imagine all this lead is coming from ? Yes , I know there is some lead paint under later topcoats and some plumbing with Pb solder exposed on 0.00001 % of the interior surface. Anything I have read on lead says there is significant nerve damage before enough lead is present to cause death.

    – blacksmith37
    Sep 29 at 18:52






  • 1





    @blacksmith37 - There is a shocking amount of lead in many municipal water supplies.

    – Daniel R Hicks
    Sep 29 at 18:56






  • 2





    After the headline comes a surprising question body. Thought you talked about bullet wounds with always desirable polite euphemism.

    – LаngLаngС
    Sep 30 at 16:21











  • I guess that depends on who is being shocked if there is no hard, verifiable, repeatable number

    – blacksmith37
    Oct 1 at 20:17











  • @blacksmith37 many houses have lead pipes running from the main to the house, like explained here: dcwater.com/lead-pipe-replacement.

    – DavePhD
    Oct 3 at 13:41

















13


















A blog I read contains this content:




About one in six death in the USA is due to lead exposure. Lead accumulates in your body over time and significantly increases your risks of cardiovascular diseases, among other bad things. There are chelation therapies to lower your lead levels, but they are not in wide use even though it is surprisingly effective at improving the health of some sick people.




Links provided are:



  • Low-level lead exposure and mortality in US adults: a population-based cohort study


  • A prospective study of bone lead concentration and death from all causes, cardiovascular diseases, and cancer in the Department of Veterans Affairs Normative Aging Study.


  • Heavy Metals, Cardiovascular Disease, and the Unexpected Benefits of Chelation Therapy










share|improve this question






















  • 1





    Since lead was removed from gasoline and paint and plumbing solder, where do you imagine all this lead is coming from ? Yes , I know there is some lead paint under later topcoats and some plumbing with Pb solder exposed on 0.00001 % of the interior surface. Anything I have read on lead says there is significant nerve damage before enough lead is present to cause death.

    – blacksmith37
    Sep 29 at 18:52






  • 1





    @blacksmith37 - There is a shocking amount of lead in many municipal water supplies.

    – Daniel R Hicks
    Sep 29 at 18:56






  • 2





    After the headline comes a surprising question body. Thought you talked about bullet wounds with always desirable polite euphemism.

    – LаngLаngС
    Sep 30 at 16:21











  • I guess that depends on who is being shocked if there is no hard, verifiable, repeatable number

    – blacksmith37
    Oct 1 at 20:17











  • @blacksmith37 many houses have lead pipes running from the main to the house, like explained here: dcwater.com/lead-pipe-replacement.

    – DavePhD
    Oct 3 at 13:41













13













13









13








A blog I read contains this content:




About one in six death in the USA is due to lead exposure. Lead accumulates in your body over time and significantly increases your risks of cardiovascular diseases, among other bad things. There are chelation therapies to lower your lead levels, but they are not in wide use even though it is surprisingly effective at improving the health of some sick people.




Links provided are:



  • Low-level lead exposure and mortality in US adults: a population-based cohort study


  • A prospective study of bone lead concentration and death from all causes, cardiovascular diseases, and cancer in the Department of Veterans Affairs Normative Aging Study.


  • Heavy Metals, Cardiovascular Disease, and the Unexpected Benefits of Chelation Therapy










share|improve this question
















A blog I read contains this content:




About one in six death in the USA is due to lead exposure. Lead accumulates in your body over time and significantly increases your risks of cardiovascular diseases, among other bad things. There are chelation therapies to lower your lead levels, but they are not in wide use even though it is surprisingly effective at improving the health of some sick people.




Links provided are:



  • Low-level lead exposure and mortality in US adults: a population-based cohort study


  • A prospective study of bone lead concentration and death from all causes, cardiovascular diseases, and cancer in the Department of Veterans Affairs Normative Aging Study.


  • Heavy Metals, Cardiovascular Disease, and the Unexpected Benefits of Chelation Therapy







lead






share|improve this question















share|improve this question













share|improve this question




share|improve this question








edited Sep 29 at 21:32









F1Krazy

9863 gold badges7 silver badges15 bronze badges




9863 gold badges7 silver badges15 bronze badges










asked Sep 29 at 14:03









NoSenseEtAlNoSenseEtAl

2651 silver badge6 bronze badges




2651 silver badge6 bronze badges










  • 1





    Since lead was removed from gasoline and paint and plumbing solder, where do you imagine all this lead is coming from ? Yes , I know there is some lead paint under later topcoats and some plumbing with Pb solder exposed on 0.00001 % of the interior surface. Anything I have read on lead says there is significant nerve damage before enough lead is present to cause death.

    – blacksmith37
    Sep 29 at 18:52






  • 1





    @blacksmith37 - There is a shocking amount of lead in many municipal water supplies.

    – Daniel R Hicks
    Sep 29 at 18:56






  • 2





    After the headline comes a surprising question body. Thought you talked about bullet wounds with always desirable polite euphemism.

    – LаngLаngС
    Sep 30 at 16:21











  • I guess that depends on who is being shocked if there is no hard, verifiable, repeatable number

    – blacksmith37
    Oct 1 at 20:17











  • @blacksmith37 many houses have lead pipes running from the main to the house, like explained here: dcwater.com/lead-pipe-replacement.

    – DavePhD
    Oct 3 at 13:41












  • 1





    Since lead was removed from gasoline and paint and plumbing solder, where do you imagine all this lead is coming from ? Yes , I know there is some lead paint under later topcoats and some plumbing with Pb solder exposed on 0.00001 % of the interior surface. Anything I have read on lead says there is significant nerve damage before enough lead is present to cause death.

    – blacksmith37
    Sep 29 at 18:52






  • 1





    @blacksmith37 - There is a shocking amount of lead in many municipal water supplies.

    – Daniel R Hicks
    Sep 29 at 18:56






  • 2





    After the headline comes a surprising question body. Thought you talked about bullet wounds with always desirable polite euphemism.

    – LаngLаngС
    Sep 30 at 16:21











  • I guess that depends on who is being shocked if there is no hard, verifiable, repeatable number

    – blacksmith37
    Oct 1 at 20:17











  • @blacksmith37 many houses have lead pipes running from the main to the house, like explained here: dcwater.com/lead-pipe-replacement.

    – DavePhD
    Oct 3 at 13:41







1




1





Since lead was removed from gasoline and paint and plumbing solder, where do you imagine all this lead is coming from ? Yes , I know there is some lead paint under later topcoats and some plumbing with Pb solder exposed on 0.00001 % of the interior surface. Anything I have read on lead says there is significant nerve damage before enough lead is present to cause death.

– blacksmith37
Sep 29 at 18:52





Since lead was removed from gasoline and paint and plumbing solder, where do you imagine all this lead is coming from ? Yes , I know there is some lead paint under later topcoats and some plumbing with Pb solder exposed on 0.00001 % of the interior surface. Anything I have read on lead says there is significant nerve damage before enough lead is present to cause death.

– blacksmith37
Sep 29 at 18:52




1




1





@blacksmith37 - There is a shocking amount of lead in many municipal water supplies.

– Daniel R Hicks
Sep 29 at 18:56





@blacksmith37 - There is a shocking amount of lead in many municipal water supplies.

– Daniel R Hicks
Sep 29 at 18:56




2




2





After the headline comes a surprising question body. Thought you talked about bullet wounds with always desirable polite euphemism.

– LаngLаngС
Sep 30 at 16:21





After the headline comes a surprising question body. Thought you talked about bullet wounds with always desirable polite euphemism.

– LаngLаngС
Sep 30 at 16:21













I guess that depends on who is being shocked if there is no hard, verifiable, repeatable number

– blacksmith37
Oct 1 at 20:17





I guess that depends on who is being shocked if there is no hard, verifiable, repeatable number

– blacksmith37
Oct 1 at 20:17













@blacksmith37 many houses have lead pipes running from the main to the house, like explained here: dcwater.com/lead-pipe-replacement.

– DavePhD
Oct 3 at 13:41





@blacksmith37 many houses have lead pipes running from the main to the house, like explained here: dcwater.com/lead-pipe-replacement.

– DavePhD
Oct 3 at 13:41










3 Answers
3






active

oldest

votes


















11



















The Lancet article (April 2018) finds:




of 2.3 million deaths every year in the USA, about 400 000 are attributable to lead exposure




Contrary to another answer, the article says:




All models are adjusted for... household income




So it is reasonable to say 1 in 6 based on that article.



Note that this is based upon deaths in the 1988 to 2011 time period; however.



On the other hand, the Lancet also published a rebuttal article Environmental exposure
to lead: old myths never
die (August 2018).






share|improve this answer






















  • 2





    wow, this is truly shocking...

    – NoSenseEtAl
    Sep 30 at 16:36











  • Unless I'm reading that wrong, it isn't rebutting the deaths from lead, just that the cause of the deaths is hypertension.

    – called2voyage
    Sep 30 at 18:18






  • 6





    @called2voyage well it says " Blood lead probably serves as a surrogate for socioeconomic disadvantage and unequal access to health care. The authors adjusted for household income, but this adjustment is insufficient to correct for the differential impact of powerful social and ethnic confounders on morbidity and mortality." But no evidence is presented.

    – DavePhD
    Sep 30 at 18:22











  • Lead paint industry in the US has a history of being politically well-positioned. Other countries don't have this

    – BlueWizard
    Oct 3 at 23:16


















6



















There are massive problems with any of these correlational studies. For example:




  • "Industrial Land Values—A Guide to Future Markets?" (2001).

Industrial land areas have lower real estate values. Therefore we'd expect a spurious correlation between Industrial pollution and lower class/bad health population.



No study has ever controlled for this, as you can see claimed in a review from 2017:




One shortcoming of this study is that I only observe the association, and not the causality, between air pollution and life expectancy



–"Air Pollution and Life Expectancy" (2017) [PDF]




Although not specific to lead, the problem applies regardless. There is simply no way to disentangle the variables because poorer neighborhoods will always be in more Industrial areas, so there is no way to separate the effects of poverty and pollution. Of course they could examine it, they just haven't.






share|improve this answer


































    1



















    The best research available is inconclusive.



    For example,



    https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(18)30025-2/fulltext




    Finally, and perhaps most importantly, although we adjusted for an extensive array of potential confounders, we cannot exclude residual confounding that might result in an overestimation of the effect of concentrations of lead in blood, particularly from socioeconomic and occupational factors that were either not measured or measured inadequately. Yet, the shape of the dose-response argues against confounding to account for our results because the confounders, which are correlated positively with amounts of lead in blood, are found primarily in the highest risk groups (table 1); the steepest increase in risk occurs at the lower concentrations of lead in blood.




    Their "income control" is a single variable reflecting household income above $20,000. They also only controlled for high school education, which is fairly irrelevant as 76.2% of them graduated. They also did not specify how they measured education, such as if a GED was included. Even if they could control for these, they are abstract and meaningless.



    They did not control for occupation (lead factory workers presumably having more lead and lower status), parental status, or anything resembling a proper status measure. If you are going to measure status then there are a wide variety of ways to do this, of which they used weak measures.



    Additionally, they only measure concentration of lead in blood, not lead exposure, the relevant variable. This is like saying water causes a clogged toilet, because clogged toilets have water in them. You are measuring an inability to remove waste and not exposure to the waste.



    Furthermore, their effect size goes down 85% when controls are added as shown.



    enter image description here



    Lastly, they say every 5 micrograms per deciliter of lead doubles mortality, and hundreds of thousands die from this. This is about 500 micrograms total dose That means 5 milligrams would kill everyone, which is less than nibbling a pencil. An actual lethal dose of lead is around 50 grams, which is thousands of times higher. If we scale this to their supposed 400k deaths the real deaths from lead would be around a dozen people.



    So given that the single most reputable study isn't able to prove their point it's dubious you'll find evidence. The study's conclusions simply aren't mathematically sound.






    share|improve this answer






















    • 1





      In the study, only 76.2% graduated from high school, not 100%. Also, what is your basis for saying "their effect size goes down 90% when controls are added".

      – DavePhD
      Oct 3 at 13:00



















    3 Answers
    3






    active

    oldest

    votes








    3 Answers
    3






    active

    oldest

    votes









    active

    oldest

    votes






    active

    oldest

    votes









    11



















    The Lancet article (April 2018) finds:




    of 2.3 million deaths every year in the USA, about 400 000 are attributable to lead exposure




    Contrary to another answer, the article says:




    All models are adjusted for... household income




    So it is reasonable to say 1 in 6 based on that article.



    Note that this is based upon deaths in the 1988 to 2011 time period; however.



    On the other hand, the Lancet also published a rebuttal article Environmental exposure
    to lead: old myths never
    die (August 2018).






    share|improve this answer






















    • 2





      wow, this is truly shocking...

      – NoSenseEtAl
      Sep 30 at 16:36











    • Unless I'm reading that wrong, it isn't rebutting the deaths from lead, just that the cause of the deaths is hypertension.

      – called2voyage
      Sep 30 at 18:18






    • 6





      @called2voyage well it says " Blood lead probably serves as a surrogate for socioeconomic disadvantage and unequal access to health care. The authors adjusted for household income, but this adjustment is insufficient to correct for the differential impact of powerful social and ethnic confounders on morbidity and mortality." But no evidence is presented.

      – DavePhD
      Sep 30 at 18:22











    • Lead paint industry in the US has a history of being politically well-positioned. Other countries don't have this

      – BlueWizard
      Oct 3 at 23:16















    11



















    The Lancet article (April 2018) finds:




    of 2.3 million deaths every year in the USA, about 400 000 are attributable to lead exposure




    Contrary to another answer, the article says:




    All models are adjusted for... household income




    So it is reasonable to say 1 in 6 based on that article.



    Note that this is based upon deaths in the 1988 to 2011 time period; however.



    On the other hand, the Lancet also published a rebuttal article Environmental exposure
    to lead: old myths never
    die (August 2018).






    share|improve this answer






















    • 2





      wow, this is truly shocking...

      – NoSenseEtAl
      Sep 30 at 16:36











    • Unless I'm reading that wrong, it isn't rebutting the deaths from lead, just that the cause of the deaths is hypertension.

      – called2voyage
      Sep 30 at 18:18






    • 6





      @called2voyage well it says " Blood lead probably serves as a surrogate for socioeconomic disadvantage and unequal access to health care. The authors adjusted for household income, but this adjustment is insufficient to correct for the differential impact of powerful social and ethnic confounders on morbidity and mortality." But no evidence is presented.

      – DavePhD
      Sep 30 at 18:22











    • Lead paint industry in the US has a history of being politically well-positioned. Other countries don't have this

      – BlueWizard
      Oct 3 at 23:16













    11















    11











    11









    The Lancet article (April 2018) finds:




    of 2.3 million deaths every year in the USA, about 400 000 are attributable to lead exposure




    Contrary to another answer, the article says:




    All models are adjusted for... household income




    So it is reasonable to say 1 in 6 based on that article.



    Note that this is based upon deaths in the 1988 to 2011 time period; however.



    On the other hand, the Lancet also published a rebuttal article Environmental exposure
    to lead: old myths never
    die (August 2018).






    share|improve this answer
















    The Lancet article (April 2018) finds:




    of 2.3 million deaths every year in the USA, about 400 000 are attributable to lead exposure




    Contrary to another answer, the article says:




    All models are adjusted for... household income




    So it is reasonable to say 1 in 6 based on that article.



    Note that this is based upon deaths in the 1988 to 2011 time period; however.



    On the other hand, the Lancet also published a rebuttal article Environmental exposure
    to lead: old myths never
    die (August 2018).







    share|improve this answer















    share|improve this answer




    share|improve this answer








    edited Sep 30 at 18:17

























    answered Sep 30 at 16:31









    DavePhDDavePhD

    85.7k20 gold badges360 silver badges382 bronze badges




    85.7k20 gold badges360 silver badges382 bronze badges










    • 2





      wow, this is truly shocking...

      – NoSenseEtAl
      Sep 30 at 16:36











    • Unless I'm reading that wrong, it isn't rebutting the deaths from lead, just that the cause of the deaths is hypertension.

      – called2voyage
      Sep 30 at 18:18






    • 6





      @called2voyage well it says " Blood lead probably serves as a surrogate for socioeconomic disadvantage and unequal access to health care. The authors adjusted for household income, but this adjustment is insufficient to correct for the differential impact of powerful social and ethnic confounders on morbidity and mortality." But no evidence is presented.

      – DavePhD
      Sep 30 at 18:22











    • Lead paint industry in the US has a history of being politically well-positioned. Other countries don't have this

      – BlueWizard
      Oct 3 at 23:16












    • 2





      wow, this is truly shocking...

      – NoSenseEtAl
      Sep 30 at 16:36











    • Unless I'm reading that wrong, it isn't rebutting the deaths from lead, just that the cause of the deaths is hypertension.

      – called2voyage
      Sep 30 at 18:18






    • 6





      @called2voyage well it says " Blood lead probably serves as a surrogate for socioeconomic disadvantage and unequal access to health care. The authors adjusted for household income, but this adjustment is insufficient to correct for the differential impact of powerful social and ethnic confounders on morbidity and mortality." But no evidence is presented.

      – DavePhD
      Sep 30 at 18:22











    • Lead paint industry in the US has a history of being politically well-positioned. Other countries don't have this

      – BlueWizard
      Oct 3 at 23:16







    2




    2





    wow, this is truly shocking...

    – NoSenseEtAl
    Sep 30 at 16:36





    wow, this is truly shocking...

    – NoSenseEtAl
    Sep 30 at 16:36













    Unless I'm reading that wrong, it isn't rebutting the deaths from lead, just that the cause of the deaths is hypertension.

    – called2voyage
    Sep 30 at 18:18





    Unless I'm reading that wrong, it isn't rebutting the deaths from lead, just that the cause of the deaths is hypertension.

    – called2voyage
    Sep 30 at 18:18




    6




    6





    @called2voyage well it says " Blood lead probably serves as a surrogate for socioeconomic disadvantage and unequal access to health care. The authors adjusted for household income, but this adjustment is insufficient to correct for the differential impact of powerful social and ethnic confounders on morbidity and mortality." But no evidence is presented.

    – DavePhD
    Sep 30 at 18:22





    @called2voyage well it says " Blood lead probably serves as a surrogate for socioeconomic disadvantage and unequal access to health care. The authors adjusted for household income, but this adjustment is insufficient to correct for the differential impact of powerful social and ethnic confounders on morbidity and mortality." But no evidence is presented.

    – DavePhD
    Sep 30 at 18:22













    Lead paint industry in the US has a history of being politically well-positioned. Other countries don't have this

    – BlueWizard
    Oct 3 at 23:16





    Lead paint industry in the US has a history of being politically well-positioned. Other countries don't have this

    – BlueWizard
    Oct 3 at 23:16













    6



















    There are massive problems with any of these correlational studies. For example:




    • "Industrial Land Values—A Guide to Future Markets?" (2001).

    Industrial land areas have lower real estate values. Therefore we'd expect a spurious correlation between Industrial pollution and lower class/bad health population.



    No study has ever controlled for this, as you can see claimed in a review from 2017:




    One shortcoming of this study is that I only observe the association, and not the causality, between air pollution and life expectancy



    –"Air Pollution and Life Expectancy" (2017) [PDF]




    Although not specific to lead, the problem applies regardless. There is simply no way to disentangle the variables because poorer neighborhoods will always be in more Industrial areas, so there is no way to separate the effects of poverty and pollution. Of course they could examine it, they just haven't.






    share|improve this answer































      6



















      There are massive problems with any of these correlational studies. For example:




      • "Industrial Land Values—A Guide to Future Markets?" (2001).

      Industrial land areas have lower real estate values. Therefore we'd expect a spurious correlation between Industrial pollution and lower class/bad health population.



      No study has ever controlled for this, as you can see claimed in a review from 2017:




      One shortcoming of this study is that I only observe the association, and not the causality, between air pollution and life expectancy



      –"Air Pollution and Life Expectancy" (2017) [PDF]




      Although not specific to lead, the problem applies regardless. There is simply no way to disentangle the variables because poorer neighborhoods will always be in more Industrial areas, so there is no way to separate the effects of poverty and pollution. Of course they could examine it, they just haven't.






      share|improve this answer





























        6















        6











        6









        There are massive problems with any of these correlational studies. For example:




        • "Industrial Land Values—A Guide to Future Markets?" (2001).

        Industrial land areas have lower real estate values. Therefore we'd expect a spurious correlation between Industrial pollution and lower class/bad health population.



        No study has ever controlled for this, as you can see claimed in a review from 2017:




        One shortcoming of this study is that I only observe the association, and not the causality, between air pollution and life expectancy



        –"Air Pollution and Life Expectancy" (2017) [PDF]




        Although not specific to lead, the problem applies regardless. There is simply no way to disentangle the variables because poorer neighborhoods will always be in more Industrial areas, so there is no way to separate the effects of poverty and pollution. Of course they could examine it, they just haven't.






        share|improve this answer
















        There are massive problems with any of these correlational studies. For example:




        • "Industrial Land Values—A Guide to Future Markets?" (2001).

        Industrial land areas have lower real estate values. Therefore we'd expect a spurious correlation between Industrial pollution and lower class/bad health population.



        No study has ever controlled for this, as you can see claimed in a review from 2017:




        One shortcoming of this study is that I only observe the association, and not the causality, between air pollution and life expectancy



        –"Air Pollution and Life Expectancy" (2017) [PDF]




        Although not specific to lead, the problem applies regardless. There is simply no way to disentangle the variables because poorer neighborhoods will always be in more Industrial areas, so there is no way to separate the effects of poverty and pollution. Of course they could examine it, they just haven't.







        share|improve this answer















        share|improve this answer




        share|improve this answer








        edited Sep 30 at 15:03









        Nat

        3,8022 gold badges20 silver badges34 bronze badges




        3,8022 gold badges20 silver badges34 bronze badges










        answered Sep 29 at 19:38







        user50375user50375































            1



















            The best research available is inconclusive.



            For example,



            https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(18)30025-2/fulltext




            Finally, and perhaps most importantly, although we adjusted for an extensive array of potential confounders, we cannot exclude residual confounding that might result in an overestimation of the effect of concentrations of lead in blood, particularly from socioeconomic and occupational factors that were either not measured or measured inadequately. Yet, the shape of the dose-response argues against confounding to account for our results because the confounders, which are correlated positively with amounts of lead in blood, are found primarily in the highest risk groups (table 1); the steepest increase in risk occurs at the lower concentrations of lead in blood.




            Their "income control" is a single variable reflecting household income above $20,000. They also only controlled for high school education, which is fairly irrelevant as 76.2% of them graduated. They also did not specify how they measured education, such as if a GED was included. Even if they could control for these, they are abstract and meaningless.



            They did not control for occupation (lead factory workers presumably having more lead and lower status), parental status, or anything resembling a proper status measure. If you are going to measure status then there are a wide variety of ways to do this, of which they used weak measures.



            Additionally, they only measure concentration of lead in blood, not lead exposure, the relevant variable. This is like saying water causes a clogged toilet, because clogged toilets have water in them. You are measuring an inability to remove waste and not exposure to the waste.



            Furthermore, their effect size goes down 85% when controls are added as shown.



            enter image description here



            Lastly, they say every 5 micrograms per deciliter of lead doubles mortality, and hundreds of thousands die from this. This is about 500 micrograms total dose That means 5 milligrams would kill everyone, which is less than nibbling a pencil. An actual lethal dose of lead is around 50 grams, which is thousands of times higher. If we scale this to their supposed 400k deaths the real deaths from lead would be around a dozen people.



            So given that the single most reputable study isn't able to prove their point it's dubious you'll find evidence. The study's conclusions simply aren't mathematically sound.






            share|improve this answer






















            • 1





              In the study, only 76.2% graduated from high school, not 100%. Also, what is your basis for saying "their effect size goes down 90% when controls are added".

              – DavePhD
              Oct 3 at 13:00















            1



















            The best research available is inconclusive.



            For example,



            https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(18)30025-2/fulltext




            Finally, and perhaps most importantly, although we adjusted for an extensive array of potential confounders, we cannot exclude residual confounding that might result in an overestimation of the effect of concentrations of lead in blood, particularly from socioeconomic and occupational factors that were either not measured or measured inadequately. Yet, the shape of the dose-response argues against confounding to account for our results because the confounders, which are correlated positively with amounts of lead in blood, are found primarily in the highest risk groups (table 1); the steepest increase in risk occurs at the lower concentrations of lead in blood.




            Their "income control" is a single variable reflecting household income above $20,000. They also only controlled for high school education, which is fairly irrelevant as 76.2% of them graduated. They also did not specify how they measured education, such as if a GED was included. Even if they could control for these, they are abstract and meaningless.



            They did not control for occupation (lead factory workers presumably having more lead and lower status), parental status, or anything resembling a proper status measure. If you are going to measure status then there are a wide variety of ways to do this, of which they used weak measures.



            Additionally, they only measure concentration of lead in blood, not lead exposure, the relevant variable. This is like saying water causes a clogged toilet, because clogged toilets have water in them. You are measuring an inability to remove waste and not exposure to the waste.



            Furthermore, their effect size goes down 85% when controls are added as shown.



            enter image description here



            Lastly, they say every 5 micrograms per deciliter of lead doubles mortality, and hundreds of thousands die from this. This is about 500 micrograms total dose That means 5 milligrams would kill everyone, which is less than nibbling a pencil. An actual lethal dose of lead is around 50 grams, which is thousands of times higher. If we scale this to their supposed 400k deaths the real deaths from lead would be around a dozen people.



            So given that the single most reputable study isn't able to prove their point it's dubious you'll find evidence. The study's conclusions simply aren't mathematically sound.






            share|improve this answer






















            • 1





              In the study, only 76.2% graduated from high school, not 100%. Also, what is your basis for saying "their effect size goes down 90% when controls are added".

              – DavePhD
              Oct 3 at 13:00













            1















            1











            1









            The best research available is inconclusive.



            For example,



            https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(18)30025-2/fulltext




            Finally, and perhaps most importantly, although we adjusted for an extensive array of potential confounders, we cannot exclude residual confounding that might result in an overestimation of the effect of concentrations of lead in blood, particularly from socioeconomic and occupational factors that were either not measured or measured inadequately. Yet, the shape of the dose-response argues against confounding to account for our results because the confounders, which are correlated positively with amounts of lead in blood, are found primarily in the highest risk groups (table 1); the steepest increase in risk occurs at the lower concentrations of lead in blood.




            Their "income control" is a single variable reflecting household income above $20,000. They also only controlled for high school education, which is fairly irrelevant as 76.2% of them graduated. They also did not specify how they measured education, such as if a GED was included. Even if they could control for these, they are abstract and meaningless.



            They did not control for occupation (lead factory workers presumably having more lead and lower status), parental status, or anything resembling a proper status measure. If you are going to measure status then there are a wide variety of ways to do this, of which they used weak measures.



            Additionally, they only measure concentration of lead in blood, not lead exposure, the relevant variable. This is like saying water causes a clogged toilet, because clogged toilets have water in them. You are measuring an inability to remove waste and not exposure to the waste.



            Furthermore, their effect size goes down 85% when controls are added as shown.



            enter image description here



            Lastly, they say every 5 micrograms per deciliter of lead doubles mortality, and hundreds of thousands die from this. This is about 500 micrograms total dose That means 5 milligrams would kill everyone, which is less than nibbling a pencil. An actual lethal dose of lead is around 50 grams, which is thousands of times higher. If we scale this to their supposed 400k deaths the real deaths from lead would be around a dozen people.



            So given that the single most reputable study isn't able to prove their point it's dubious you'll find evidence. The study's conclusions simply aren't mathematically sound.






            share|improve this answer
















            The best research available is inconclusive.



            For example,



            https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(18)30025-2/fulltext




            Finally, and perhaps most importantly, although we adjusted for an extensive array of potential confounders, we cannot exclude residual confounding that might result in an overestimation of the effect of concentrations of lead in blood, particularly from socioeconomic and occupational factors that were either not measured or measured inadequately. Yet, the shape of the dose-response argues against confounding to account for our results because the confounders, which are correlated positively with amounts of lead in blood, are found primarily in the highest risk groups (table 1); the steepest increase in risk occurs at the lower concentrations of lead in blood.




            Their "income control" is a single variable reflecting household income above $20,000. They also only controlled for high school education, which is fairly irrelevant as 76.2% of them graduated. They also did not specify how they measured education, such as if a GED was included. Even if they could control for these, they are abstract and meaningless.



            They did not control for occupation (lead factory workers presumably having more lead and lower status), parental status, or anything resembling a proper status measure. If you are going to measure status then there are a wide variety of ways to do this, of which they used weak measures.



            Additionally, they only measure concentration of lead in blood, not lead exposure, the relevant variable. This is like saying water causes a clogged toilet, because clogged toilets have water in them. You are measuring an inability to remove waste and not exposure to the waste.



            Furthermore, their effect size goes down 85% when controls are added as shown.



            enter image description here



            Lastly, they say every 5 micrograms per deciliter of lead doubles mortality, and hundreds of thousands die from this. This is about 500 micrograms total dose That means 5 milligrams would kill everyone, which is less than nibbling a pencil. An actual lethal dose of lead is around 50 grams, which is thousands of times higher. If we scale this to their supposed 400k deaths the real deaths from lead would be around a dozen people.



            So given that the single most reputable study isn't able to prove their point it's dubious you'll find evidence. The study's conclusions simply aren't mathematically sound.







            share|improve this answer















            share|improve this answer




            share|improve this answer








            edited Oct 9 at 19:34

























            answered Oct 1 at 1:49







            user50236user50236

















            • 1





              In the study, only 76.2% graduated from high school, not 100%. Also, what is your basis for saying "their effect size goes down 90% when controls are added".

              – DavePhD
              Oct 3 at 13:00












            • 1





              In the study, only 76.2% graduated from high school, not 100%. Also, what is your basis for saying "their effect size goes down 90% when controls are added".

              – DavePhD
              Oct 3 at 13:00







            1




            1





            In the study, only 76.2% graduated from high school, not 100%. Also, what is your basis for saying "their effect size goes down 90% when controls are added".

            – DavePhD
            Oct 3 at 13:00





            In the study, only 76.2% graduated from high school, not 100%. Also, what is your basis for saying "their effect size goes down 90% when controls are added".

            – DavePhD
            Oct 3 at 13:00



            Popular posts from this blog

            Tamil (spriik) Luke uk diar | Nawigatjuun

            Align equal signs while including text over equalitiesAMS align: left aligned text/math plus multicolumn alignmentMultiple alignmentsAligning equations in multiple placesNumbering and aligning an equation with multiple columnsHow to align one equation with another multline equationUsing \ in environments inside the begintabularxNumber equations and preserving alignment of equal signsHow can I align equations to the left and to the right?Double equation alignment problem within align enviromentAligned within align: Why are they right-aligned?

            Where does the image of a data connector as a sharp metal spike originate from?Where does the concept of infected people turning into zombies only after death originate from?Where does the motif of a reanimated human head originate?Where did the notion that Dragons could speak originate?Where does the archetypal image of the 'Grey' alien come from?Where did the suffix '-Man' originate?Where does the notion of being injured or killed by an illusion originate?Where did the term “sophont” originate?Where does the trope of magic spells being driven by advanced technology originate from?Where did the term “the living impaired” originate?