ELIZA

return kwic search for factors out of >500 occurrences
295043 occurrences (No.82 in the rank) during 5 years in the PubMed. [cache]

355) While it is somewhat obvious that these factors can impact data quality, the magnitude of the problem remains unclear.

--- ABSTRACT ---

PMID:33140376 DOI:10.3758/s13428-020-01501-5

2021 Behavior research methods

* Realistic precision and accuracy of online experiment platforms, web browsers, and devices.

- Due to increasing ease of use and ability to quickly collect large samples, online behavioural research is currently booming. With this popularity, it is important that researchers are aware of who online participants are, and what devices and software they use to access experiments. While it is somewhat obvious that these factors can impact data quality, the magnitude of the problem remains unclear. To understand how these characteristics impact experiment presentation and data quality, we performed a battery of automated tests on a number of realistic set-ups. We investigated how different web-building platforms (Gorilla v.20190828, jsPsych v6.0.5, Lab.js v19.1.0, and psychoJS/PsychoPy3 v3.1.5), browsers (Chrome, Edge, Firefox, and Safari), and operating systems (macOS and Windows 10) impact display time across 30 different frame durations for each software combination. We then employed a robot actuator in realistic set-ups to measure response recording across the aforementioned platforms, and between different keyboard types (desktop and integrated laptop). Finally, we analysed data from over 200,000 participants on their demographics, technology, and software to provide context to our findings. We found that modern web platforms provide reasonable accuracy and precision for display duration and manual response time, and that no single platform stands out as the best in all features and conditions. In addition, our online participant analysis shows what equipment they are likely to use.

--- ABSTRACT END ---

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[frequency of next (right) word to factors]

(1)60 and	(12)8 related	(23)3 influence	(34)2 from
(2)55 null	(13)8 to	(24)3 is	(35)2 have
(3)41 that	(14)7 of	(25)3 relating	(36)2 impact
(4)31 for	(15)6 (e.g.,	(26)3 which	(37)2 involved
(5)29 associated	(16)6 contributing	(27)3 with	(38)2 shaping
(6)24 influencing	(17)5 on	(28)2 (including	(39)2 should
(7)20 were	(18)4 can	(29)2 (pre-COVID-19);	(40)2 using
(8)17 such	(19)4 like	(30)2 affecting	(41)2 varied
(9)15 in	(20)4 the	(31)2 and/or	(42)2 was
(10)11 are	(21)3 as	(32)2 at
(11)9 including	(22)3 included	(33)2 by

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--- WordNet output for factors --- Overview of noun factor The noun factor has 7 senses (first 4 from tagged texts) 1. (31) factor -- (anything that contributes causally to a result; "a number of factors determined the outcome") 2. (8) component, constituent, element, factor, ingredient -- (an abstract part of something; "jealousy was a component of his character"; "two constituents of a musical composition are melody and harmony"; "the grammatical elements of a sentence"; "a key factor in her success"; "humor: an effective ingredient of a speech") 3. (4) divisor, factor -- (one of two or more integers that can be exactly divided into another integer; "what are the 4 factors of 6?") 4. (1) agent, factor, broker -- (a businessman who buys or sells for another in exchange for a commission) 5. factor -- (any of the numbers (or symbols) that form a product when multiplied together) 6. factor -- (an independent variable in statistics) 7. gene, cistron, factor -- ((genetics) a segment of DNA that is involved in producing a polypeptide chain; it can include regions preceding and following the coding DNA as well as introns between the exons; it is considered a unit of heredity; "genes were formerly called factors") Overview of verb factor The verb factor has 3 senses (first 1 from tagged texts) 1. (2) factor, factor in, factor out -- (resolve into factors; "a quantum computer can factor the number 15") 2. factor -- (be a contributing factor; "make things factor into a company's profitability") 3. factor, factor in, factor out -- (consider as relevant when making a decision; "You must factor in the recent developments") --- WordNet end ---