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STATISTICIAN/QUALITATIVE ANALYST, IN-DEPTH: Using Statistics To Find The Best Approach To Health Care

About this video 

Rebecca shares detail what it likes to be a statistician. She says that the combination of her interest in human interactions and her qualitative background and training is very valuable because she can translate the information to make sense to people who aren't qualitative. The health care industry is a growing field where there's a great need for statisticians.

Degree: Sociology - Demography - Population Studies
Job Title: Statistician/Qualitative Anaylst

Job Summary: Statisticians

Job Description

Statisticians use mathematical techniques to analyze and interpret data and draw conclusions.

Statisticians design surveys, experiments, and opinion polls to collect data. Some surveys, such as the U.S. census, include data from nearly everyone. For most surveys and opinion polls, however, statisticians use sampling to collect data from some people in a particular group. Statisticians determine the type and size of the sample to be surveyed or polled.

Statisticians develop survey questionnaires or reporting forms for collecting the data they need. They also often write instructions for workers who collect and tabulate the data. Surveys may be mailed, conducted over the phone, or collected online or through some other means. Statisticians analyze the data that are collected. In their analyses, statisticians calculate averages, reliability, and other specifics of the data. They also choose and conduct tests to find out the data’s reliability and validity.

Statisticians explain the limitations of the data to prevent inaccurate conclusions from being drawn, and they identify trends and relationships. Statisticians use computers with specialized statistical software to analyze data. Some statisticians help to create new statistical software packages to analyze data more accurately and efficiently.

Statisticians write reports to explain their findings and the data’s limitations. They may present their reports to other team members and to clients with tables, charts, and graphs. Statisticians also recommend how to improve the design of future surveys or experiments.

Statisticians work in many fields, such as education, marketing, psychology, and sports: any field that requires collection and analysis of large amounts of data. In particular, government, health, and manufacturing employ many statisticians:

On-the-Job Training

Minimal.

Quick Facts

Average salary
Average salary
National Statistic Change Location
Confirm
$40,000 - $120,000
Projected job growth
Projected Job Growth
12 to 16 percent
Typical schedule
Typical schedule
Full-time
Typical workplace
Typical workplace
Office, Indoor
Personal qualities
Personal Qualities
Detail oriented, Problem solving skills, Analytical skills, Mathematical skills

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P3.instances[0].transcript.parse_transcript_data({"transcript":"<p><span m='270'>What</span> <span m='510'>I</span> <span m='640'>found</span> <span m='930'>in</span> <span m='1040'>my</span> <span m='1200'>work</span> <span m='1530'>that's</span> <span m='1770'>the</span> <span m='1860'>most</span> <span m='2260'>valuable</span> <span m='2820'>is</span> <span m='2990'>that</span> <span m='3860'>I</span> <span m='4350'>actually</span> <span m='4820'>like</span> <span m='5250'>talking</span> <span m='5640'>to</span> <span m='5700'>people.</span> <span m='6640'>I'm</span> <span m='7220'>interested</span> <span m='8060'>in</span> <span m='8300'>humans</span> <span m='8770'>and</span> <span m='8850'>how</span> <span m='9020'>they</span> <span m='9170'>interact.</span> <span m='10328'>And</span> <span m='12160'>that's</span> <span m='12490'>still</span> <span m='12870'>an</span> <span m='13250'>interest,</span> <span m='14520'>combined</span> <span m='15300'>with</span> <span m='15580'>the</span> <span m='15720'>quantitative</span> <span m='16670'>background</span> <span m='17470'>and</span> <span m='17740'>training,</span> <span m='18870'>is</span> <span m='19430'>hugely</span> <span m='20080'>valuable.</span> <span m='20860'>Because</span> <span m='22140'>often,</span> <span m='23140'>people</span> <span m='23470'>who are</span> <span m='23740'>really</span> <span m='24070'>interested</span> <span m='25295'>in</span> <span m='25580'>quantitative</span> <span m='26280'>things</span> <span m='27180'>aren't</span> <span m='27420'>necessarily</span> <span m='27880'>as</span> <span m='28340'>interested</span> <span m='28822'>in</span> <span m='29304'>people.</span> <span m='30750'>Or</span> <span m='30890'>they</span> <span m='31020'>have</span> <span m='31230'>more</span> <span m='31430'>trouble</span> <span m='33350'>dealing</span> <span m='33620'>with</span> <span m='33760'>people.</span> </p><p><span m='34140'>And</span> <span m='34240'>if</span> <span m='34350'>you</span> <span m='34470'>can</span> <span m='34970'>do</span> <span m='35230'>both,</span> <span m='36820'>that's</span> <span m='37060'>hugely</span> <span m='37500'>valuable.</span> <span m='38000'>Because</span> <span m='38250'>a</span> <span m='38340'>lot</span> <span m='38610'>of</span> <span m='38740'>what I</span> <span m='38870'>do</span> <span m='39125'>is</span> <span m='39380'>translating,</span> <span m='40300'>essentially,</span> <span m='41490'>the</span> <span m='42326'>statistical</span> <span m='42772'>piece--</span> <span m='43540'>the</span> <span m='43860'>quantitative</span> <span m='44510'>finding--</span> <span m='45160'>and</span> <span m='45350'>making</span> <span m='45710'>sense</span> <span m='46100'>of it</span> <span m='46370'>for</span> <span m='46560'>somebody</span> <span m='46835'>who isn't</span> <span m='47110'>quantitative.</span> <span m='48530'>And</span> <span m='48560'>that's</span> <span m='48810'>a</span> <span m='48990'>really</span> <span m='49520'>interesting</span> <span m='50210'>exercise</span> <span m='50920'>and</span> <span m='51090'>fun.</span> <span m='51920'>And</span> <span m='52090'>that's</span> <span m='52310'>actually</span> <span m='52610'>probably</span> <span m='53020'>what I like</span> <span m='53490'>best</span> <span m='53875'>about</span> <span m='54260'>what I</span> <span m='54520'>do.</span> </p><p><span m='54780'>What</span> <span m='55060'>I</span> <span m='55150'>wish</span> <span m='55780'>I</span> <span m='55950'>knew</span> <span m='57240'>previously</span> <span m='58050'>that</span> <span m='58230'>I</span> <span m='58320'>know</span> <span m='58630'>now?</span> <span m='59830'>Working</span> <span m='60190'>with</span> <span m='60290'>data,</span> <span m='60880'>like</span> <span m='61150'>a</span> <span m='61420'>data</span> <span m='61690'>structure,</span> <span m='63110'>is</span> <span m='63300'>something</span> <span m='63690'>that</span> <span m='65090'>I</span> <span m='65180'>never</span> <span m='65570'>got,</span> <span m='66010'>per se.</span> <span m='66570'>And I've</span> <span m='66830'>just</span> <span m='67085'>had to</span> <span m='67340'>figure</span> <span m='67620'>it</span> <span m='67700'>out.</span> <span m='68350'>And</span> <span m='68740'>you</span> <span m='68900'>can</span> <span m='69050'>figure</span> <span m='69410'>out</span> <span m='69580'>anything</span> <span m='70000'>once</span> <span m='70250'>you</span> <span m='70360'>understand</span> <span m='70850'>the</span> <span m='70920'>basics</span> <span m='71340'>pretty</span> <span m='71550'>well.</span> </p><p><span m='72210'>But</span> <span m='72630'>that's</span> <span m='73120'>something</span> <span m='73530'>that</span> <span m='74500'>I</span> <span m='74580'>wish</span> <span m='74870'>I</span> <span m='74920'>had</span> <span m='75080'>gotten</span> <span m='75330'>a</span> <span m='75390'>little</span> <span m='75580'>more</span> <span m='75730'>training</span> <span m='76130'>in.</span> <span m='76290'>Because</span> <span m='76670'>it's</span> <span m='76830'>just</span> <span m='77020'>something</span> <span m='77370'>I</span> <span m='77470'>have</span> <span m='77710'>to</span> <span m='77920'>do.</span> <span m='78220'>And</span> <span m='79420'>I've</span> <span m='79580'>gotten</span> <span m='79830'>better</span> <span m='80110'>at</span> <span m='80290'>it.</span> <span m='80510'>But</span> <span m='80790'>that's</span> <span m='81045'>been</span> <span m='81300'>more</span> <span m='81510'>of</span> <span m='81600'>a</span> <span m='81650'>struggle</span> <span m='82000'>for</span> <span m='82220'>me.</span> </p><p><span m='82530'>In</span> <span m='82720'>terms of</span> <span m='83160'>recommending</span> <span m='83840'>what</span> <span m='84140'>somebody</span> <span m='84730'>should</span> <span m='85520'>do</span> <span m='85740'>if</span> <span m='85860'>they</span> <span m='85990'>want</span> <span m='86240'>to</span> <span m='86290'>start</span> <span m='86580'>out in</span> <span m='86890'>statistics,</span> <span m='87660'>I</span> <span m='88090'>would</span> <span m='88270'>say</span> <span m='88420'>definitely</span> <span m='89560'>get</span> <span m='89760'>hands-on</span> <span m='90340'>experience.</span> <span m='91072'>If</span> <span m='91440'>you</span> <span m='91590'>can</span> <span m='91890'>work</span> <span m='92740'>as</span> <span m='93020'>a</span> <span m='93090'>support</span> <span m='93660'>analyst</span> <span m='94330'>in</span> <span m='94590'>a</span> <span m='94690'>company</span> <span m='95460'>or</span> <span m='96370'>in</span> <span m='96810'>a</span> <span m='96830'>university,</span> <span m='97820'>just</span> <span m='98040'>work.</span> <span m='98750'>Do</span> <span m='99090'>practical,</span> <span m='100040'>applied</span> <span m='100550'>statistics</span> <span m='101450'>in</span> <span m='101610'>any</span> <span m='101820'>way</span> <span m='102010'>that you</span> <span m='102345'>can.</span> </p><p><span m='102680'>Because</span> <span m='103550'>I</span> <span m='103760'>learned</span> <span m='104110'>more,</span> <span m='104460'>I</span> <span m='104810'>think,</span> <span m='105010'>as a</span> <span m='105310'>graduate</span> <span m='105790'>student</span> <span m='106800'>being</span> <span m='106990'>a</span> <span m='107060'>research</span> <span m='107510'>assistant</span> <span m='108080'>than I</span> <span m='108230'>actually</span> <span m='108730'>did in</span> <span m='109020'>most</span> <span m='109250'>of</span> <span m='109300'>my</span> <span m='109380'>classes.</span> <span m='109870'>And</span> <span m='109970'>my</span> <span m='110060'>classes</span> <span m='110340'>were</span> <span m='110590'>great.</span> <span m='110910'>It's</span> <span m='111080'>not</span> <span m='111290'>that.</span> <span m='111830'>But</span> <span m='111980'>in</span> <span m='112090'>terms</span> <span m='112390'>of the</span> <span m='112650'>practical</span> <span m='113150'>experience,</span> <span m='114240'>actually</span> <span m='114670'>getting</span> <span m='114970'>your</span> <span m='115090'>hands</span> <span m='115480'>dirty,</span> <span m='115750'>and</span> <span m='115880'>working</span> <span m='116270'>with</span> <span m='116390'>stuff,</span> <span m='116870'>and</span> <span m='117220'>having</span> <span m='117540'>to</span> <span m='117620'>solve</span> <span m='117940'>problems</span> <span m='118430'>and</span> <span m='118620'>figure</span> <span m='118860'>out</span> <span m='119130'>how</span> <span m='119300'>to</span> <span m='119430'>do</span> <span m='119590'>things--</span> <span m='120330'>that's</span> <span m='120700'>where</span> <span m='120840'>you</span> <span m='120980'>learn</span> <span m='121250'>the</span> <span m='121510'>most.</span> </p><p><span m='122050'>And</span> <span m='122240'>in</span> <span m='122350'>terms</span> <span m='122650'>of</span> <span m='122780'>going</span> <span m='123040'>into</span> <span m='123250'>it</span> <span m='123410'>now,</span> <span m='123940'>I</span> <span m='123980'>think</span> <span m='124290'>one</span> <span m='124560'>of</span> <span m='124740'>the</span> <span m='125010'>huge</span> <span m='125670'>areas</span> <span m='127160'>where</span> <span m='127400'>there's</span> <span m='127590'>a</span> <span m='127750'>ton</span> <span m='128190'>of</span> <span m='128320'>need</span> <span m='128820'>is</span> <span m='129000'>in</span> <span m='129130'>big</span> <span m='129500'>data.</span> <span m='130580'>Any</span> <span m='130780'>company</span> <span m='131180'>that's</span> <span m='131440'>dealing</span> <span m='131830'>with</span> <span m='132170'>internet</span> <span m='132550'>data,</span> <span m='133010'>they're</span> <span m='133451'>collecting</span> <span m='133892'>tons of</span> <span m='134333'>data.</span> <span m='135215'>And</span> <span m='135660'>they</span> <span m='136100'>don't</span> <span m='136360'>know</span> <span m='136550'>how</span> <span m='137360'>to</span> <span m='137480'>deal</span> <span m='137710'>with</span> <span m='137910'>it.</span> </p><p><span m='138340'>And</span> <span m='138760'>the</span> <span m='138960'>other</span> <span m='139340'>big</span> <span m='139860'>growing</span> <span m='140240'>area</span> <span m='140990'>is</span> <span m='141290'>going</span> <span m='141510'>to</span> <span m='141570'>be</span> <span m='141720'>in</span> <span m='141800'>health</span> <span m='142120'>care.</span> <span m='142390'>Health</span> <span m='142640'>care</span> <span m='142800'>is</span> <span m='142920'>getting</span> <span m='143200'>more</span> <span m='143390'>and</span> <span m='143450'>more</span> <span m='143710'>evidence-based,</span> <span m='144930'>particularly</span> <span m='145960'>with</span> <span m='146390'>Obamacare.</span> <span m='147700'>The</span> <span m='147780'>government</span> <span m='148045'>is</span> <span m='148310'>wanting</span> <span m='148760'>to</span> <span m='149750'>make</span> <span m='150030'>sure</span> <span m='150500'>that</span> <span m='150910'>health-care</span> <span m='151320'>providers</span> <span m='152100'>are</span> <span m='152660'>being</span> <span m='152980'>effective.</span> <span m='154020'>And</span> <span m='154320'>so</span> <span m='154430'>they</span> <span m='154550'>want</span> <span m='154780'>to</span> <span m='154820'>have</span> <span m='155570'>solidly,</span> <span m='156550'>empirically</span> <span m='157310'>demonstrated</span> <span m='157970'>practices</span> <span m='158580'>that</span> <span m='158720'>work.</span> <span m='159020'>And</span> <span m='159520'>what</span> <span m='159760'>that</span> <span m='159980'>means</span> <span m='160390'>is</span> <span m='160730'>they</span> <span m='160880'>need</span> <span m='161200'>statisticians</span> <span m='162010'>to</span> <span m='162120'>analyze</span> <span m='162610'>the</span> <span m='162750'>data</span> <span m='163100'>to</span> <span m='163170'>find</span> <span m='163530'>out</span> <span m='164000'>what</span> <span m='164410'>works</span> <span m='164710'>best.</span> </p><p><span m='165250'>And</span> <span m='165520'>so</span> <span m='165630'>that's</span> <span m='165920'>an</span> <span m='166100'>area</span> <span m='166520'>where</span> <span m='166760'>if</span> <span m='166850'>you're</span> <span m='167010'>at</span> <span m='167070'>all</span> <span m='167330'>interested</span> <span m='167720'>in</span> <span m='167770'>health</span> <span m='168040'>care,</span> <span m='168220'>that's</span> <span m='168520'>one</span> <span m='168920'>way</span> <span m='169760'>to</span> <span m='170170'>get</span> <span m='170370'>into</span> <span m='170690'>it</span> <span m='170950'>and</span> <span m='171490'>go into</span> <span m='171790'>statistics.</span> <span m='172520'>There's</span> <span m='172690'>going to be</span> <span m='172910'>a</span> <span m='172930'>huge</span> <span m='173195'>need</span> <span m='173460'>there.</span> <span m='173830'>So</span> <span m='173910'>health</span> <span m='174170'>care and</span> <span m='174390'>big</span> <span m='174590'>data,</span> <span m='175080'>I think,</span> <span m='175370'>are two</span> <span m='175620'>areas</span> <span m='176090'>where</span> <span m='176690'>people</span> <span m='176990'>should</span> <span m='177290'>maybe</span> <span m='177590'>be</span> <span m='177890'>thinking</span> <span m='178190'>if they're</span> <span m='178490'>going</span> <span m='178790'>into</span> <span m='179090'>a career</span> <span m='179390'>in</span> <span m='179690'>statistics</span> <span m='180290'>now.</span> </p>","file":{"id":294031,"video_id":"2701028598001","name":"985-Rebecca-p-Statistician-QualitativeAnalystINDEPTH2","duration":180814,"thumbnail_url":null}});