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Psychometrics

Psychometrics

Psychometrics is a field within psychology that is loosely defined as the study of advancing quantitative measurement in behavioral sciences. It was first defined in 1879 by Sir Francis Galton, a Victorian era statistician, sociologist, psychologist, anthropologist, and psychometrician, among other fields, as “the art of imposing measurement and number upon operations of the mind.” Statistics is prominent within psychometrics due to the fact that most psychological measurements are conducted through tests and questionnaires. One psychometrician, Henk Kelderman, from Leiden University in Amsterdam, elaborated on this when he said, “Psychometrics covers virtually all statistical methods that are useful for the behavioral and social sciences including the handling of missing data, the combination of prior information with measured data, measurement obtained from special experiments, visualization of statistical outcomes, measurement that guarantees personal privacy, and so on.” The field of psychometrics is currently referred to as quantitative psychology.

Common tests that are studied by practitioners of psychometrics include intelligence tests, personality and behavior tests, and tests that analyze our attitudes and beliefs. Test results are then analyzed by psychometricians to see how they are designed, delivered, and interpreted. These results are then investigated to see how they can be applied to research conducted by health and organizational researchers. Health researchers may use psychometric testing to create methodology that examines pain, fatigue, distress, anxiety, alertness, mobility, and agility. Organizational researchers may apply psychometric testing to create assessments that analyze job satisfaction, perceived job characteristics, commitment to the organization, work-related stress, job roles, work-life balance, leadership styles, and how much of a fit a person is to an organization.

To analyze these tests requires the use of math and statistics and the feedback of individuals who respond to the given measures so that psychometricians can see whether the measures worked the way that they were meant to work. Questions in measures should not be repetitive and should cover varying perspectives so that enough detail is gathered from the given measures. What practitioners of psychometrics are investigating is whether the results are valid, reliable, and responsive.

Examining validity entails looking for evidence that shows that the test measures what it is intended to. A measure could be considered invalid if aspects of a questionnaire are not included. An example of validity in a measure is when a questionnaire is given asking whether physical activity is important to those who are taking the questionnaire. It would be considered a valid assessment if individuals who state that physical activity is important exercise more than those who felt that physical exercise did not matter.

Reliability assesses whether individuals give consistent answers to questions when others are given the questionnaire under similar circumstances. One example of reliability is assessing difficulties when commuting. Statistical analysis would determine if those given the measure on different occasions would produce the same results. Measures are considered reliable when different individuals give similar responses and score similarly.

Responsiveness examines whether the test leads to meaningful change such as if a person’s situation, skills, or beliefs changed as a result of a given measure. An example is seeing if the tool used is able to detect a change in the test subject and how much change has to occur before it is detected by the assessment. Responsiveness could be applied when workplaces test wellness programs to evaluate their effectiveness. It would be considered responsive if the effects capture change.

Sources

https://www.psychometricsociety.org/content/what-psychometrics
https://www.iwh.on.ca/what-researchers-mean-by/psychometrics

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eloquent.booted: App\Models\Twill\TwillFaq (221μs)
eloquent.booting: App\Models\Twill\Slugs\TwillFaqSlug (6.32ms)
eloquent.booted: App\Models\Twill\Slugs\TwillFaqSlug (119μs)
Illuminate\Database\Events\StatementPrepared (4.05ms)
Illuminate\Database\Events\QueryExecuted (1.3ms)
eloquent.retrieved: App\Models\Twill\TwillFaq (174μs)
Illuminate\Database\Events\StatementPrepared (6.99ms)
Illuminate\Database\Events\QueryExecuted (3.76ms)
eloquent.retrieved: App\Models\Twill\Slugs\TwillFaqSlug (363μs)
eloquent.retrieved: App\Models\Twill\Slugs\TwillFaqSlug (45μs)
creating: components.faq-item (307μs)
composing: components.faq-item (136μs)
Illuminate\Database\Events\StatementPrepared (8.31ms)
Illuminate\Database\Events\QueryExecuted (1.48ms)
eloquent.retrieved: App\Models\Twill\TwillFaq (161μs)
Illuminate\Database\Events\StatementPrepared (1.18ms)
Illuminate\Database\Events\QueryExecuted (1.16ms)
eloquent.retrieved: App\Models\Twill\Slugs\TwillFaqSlug (88μs)
eloquent.retrieved: App\Models\Twill\Slugs\TwillFaqSlug (22μs)
creating: components.faq-item (95μs)
composing: components.faq-item (51μs)
Illuminate\Database\Events\StatementPrepared (2.29ms)
Illuminate\Database\Events\QueryExecuted (1.57ms)
eloquent.retrieved: App\Models\Twill\TwillFaq (109μs)
Illuminate\Database\Events\StatementPrepared (1.16ms)
Illuminate\Database\Events\QueryExecuted (1.2ms)
eloquent.retrieved: App\Models\Twill\Slugs\TwillFaqSlug (292μs)
creating: components.faq-item (499μs)
composing: components.faq-item (59μs)
Illuminate\Database\Events\StatementPrepared (1.3ms)
Illuminate\Database\Events\QueryExecuted (6.81ms)
eloquent.retrieved: App\Models\Twill\TwillFaq (160μs)
Illuminate\Database\Events\StatementPrepared (3.13ms)
Illuminate\Database\Events\QueryExecuted (977μs)
eloquent.retrieved: App\Models\Twill\Slugs\TwillFaqSlug (109μs)
creating: components.faq-item (105μs)
composing: components.faq-item (58μs)
creating: site.blocks.text-with-image (316μs)
composing: site.blocks.text-with-image (22μs)
creating: site.blocks.work-with-tutors (205μs)
composing: site.blocks.work-with-tutors (20μs)
creating: site.layouts.app (366μs)
composing: site.layouts.app (23μs)
creating: components.canonical (413μs)
composing: components.canonical (103μs)
creating: components.open-graph (195μs)
composing: components.open-graph (216μs)
creating: site.headers.header (870μs)
composing: site.headers.header (1.22ms)
Illuminate\Cache\Events\CacheHit (35.88ms)
creating: components.footer (142μs)
composing: components.footer (124μs)
Illuminate\Cache\Events\CacheHit (14.34ms)
Illuminate\Cache\Events\CacheHit (5ms)
Illuminate\Cache\Events\CacheHit (1.07ms)
Illuminate\Cache\Events\CacheHit (1.19ms)
Illuminate\Cache\Events\CacheHit (920μs)
Illuminate\Cache\Events\CacheHit (940μs)
Illuminate\Cache\Events\CacheHit (576μs)
Illuminate\Cache\Events\CacheHit (1.43ms)
Illuminate\Cache\Events\CacheHit (487μs)
Illuminate\Cache\Events\CacheHit (340μs)
Illuminate\Cache\Events\CacheHit (214μs)
Illuminate\Cache\Events\CacheHit (2.97ms)
Illuminate\Cache\Events\CacheHit (279μs)
Illuminate\Cache\Events\CacheHit (204μs)
creating: components.forms.contact-us (414μs)
composing: components.forms.contact-us (202μs)
creating: components.forms.get-started (169μs)
composing: components.forms.get-started (80μs)
creating: components.forms.free-tool-download (111μs)
composing: components.forms.free-tool-download (69μs)
creating: components.forms.claim-free-worksheet (104μs)
composing: components.forms.claim-free-worksheet (67μs)
creating: components.forms.tutor-subscription-waitlist (100μs)
composing: components.forms.tutor-subscription-waitlist (62μs)
creating: components.forms.tutor-subscription-join (103μs)
composing: components.forms.tutor-subscription-join (64μs)
creating: components.forms.tutor-support (102μs)
composing: components.forms.tutor-support (67μs)

36 x Illuminate\Database\Events\StatementPrepared (14.86%)	256ms
157 x Illuminate\Cache\Events\CacheHit (11.11%)	191ms
36 x Illuminate\Database\Events\QueryExecuted (8.61%)	148ms
15 x Illuminate\Cache\Events\KeyWritten (3.76%)	64.63ms
4 x composing: components.tutors-card (1.58%)	27.26ms
15 x Illuminate\Cache\Events\CacheMissed (1.4%)	24.03ms
1 x Illuminate\Routing\Events\Routing (1.07%)	18.49ms
1 x Illuminate\Foundation\Events\LocaleUpdated (1.05%)	18.09ms
1 x eloquent.booting: App\Models\Twill\Slugs\TwillFaqSlug (0.37%)	6.32ms
1 x Illuminate\Routing\Events\RouteMatched (0.31%)	5.40ms
4 x creating: components.tutors-card (0.2%)	3.42ms
29 x eloquent.retrieved: App\Models\SubjectCat (0.15%)	2.60ms
2 x Illuminate\Database\Events\ConnectionEstablished (0.11%)	1.97ms
57 x eloquent.retrieved: App\Models\Subject (0.09%)	1.47ms
1 x creating: site.blocks.subject-homework (0.08%)	1.31ms
1 x composing: site.headers.header (0.07%)	1.22ms
4 x creating: components.faq-item (0.06%)	1.01ms
1 x creating: site.blocks.how-it-works (0.06%)	951μs
6 x eloquent.retrieved: App\Models\Twill\Slugs\TwillFaqSlug (0.05%)	919μs
1 x creating: site.headers.header (0.05%)	870μs
1 x creating: site.blocks.reviews (0.05%)	868μs
1 x eloquent.booting: App\Models\User\TutorAttributes\TutorDegree (0.04%)	748μs
4 x eloquent.retrieved: App\Models\Twill\TwillFaq (0.04%)	604μs
1 x eloquent.booting: App\Models\Twill\TwillFaq (0.03%)	583μs
1 x creating: components.breadcrumbs (0.03%)	489μs
1 x eloquent.booting: App\Models\Meta (0.03%)	470μs
1 x composing: components.tutors-cards (0.03%)	464μs
1 x eloquent.booting: App\Models\User\Tutor (0.03%)	462μs
1 x creating: components.forms.contact-us (0.02%)	414μs
1 x creating: components.canonical (0.02%)	413μs
1 x creating: site.layouts.app (0.02%)	366μs
1 x creating: site.blocks.text-with-image (0.02%)	316μs
1 x creating: components.tutors-cards (0.02%)	308μs
4 x composing: components.faq-item (0.02%)	304μs
1 x eloquent.booted: App\Models\User\Tutor (0.02%)	292μs
1 x eloquent.booting: App\Models\Subject (0.02%)	270μs
1 x creating: components.homework-blocks (0.01%)	248μs
1 x creating: subjects.show (0.01%)	228μs
4 x eloquent.retrieved: App\Models\User\Tutor (0.01%)	221μs
1 x eloquent.booted: App\Models\Twill\TwillFaq (0.01%)	221μs
1 x composing: components.open-graph (0.01%)	216μs
1 x creating: site.blocks.work-with-tutors (0.01%)	205μs
1 x composing: components.forms.contact-us (0.01%)	202μs
1 x creating: components.open-graph (0.01%)	195μs
1 x eloquent.booting: App\Models\HomeworkLibrary\HomeworkLibrary (0.01%)	171μs
1 x creating: components.forms.get-started (0.01%)	169μs
2 x eloquent.retrieved: App\Models\HomeworkLibrary\HomeworkLibrary (0.01%)	168μs
1 x eloquent.retrieved: App\Models\Meta (0.01%)	163μs
1 x composing: subjects.show (0.01%)	155μs
1 x composing: components.breadcrumbs (0.01%)	154μs
1 x creating: site.blocks.submit-homework (0.01%)	149μs
1 x creating: site.blocks.subject-tutors (0.01%)	148μs
1 x creating: components.footer (0.01%)	142μs
1 x composing: components.footer (0.01%)	124μs
1 x eloquent.booted: App\Models\Subject (0.01%)	121μs
1 x eloquent.booted: App\Models\Twill\Slugs\TwillFaqSlug (0.01%)	119μs
1 x eloquent.booted: App\Models\HomeworkLibrary\HomeworkLibrary (0.01%)	117μs
1 x creating: site.blocks.faq (0.01%)	111μs
1 x creating: components.forms.free-tool-download (0.01%)	111μs
1 x eloquent.booting: App\Models\SubjectCat (0.01%)	106μs
1 x composing: components.homework-blocks (0.01%)	105μs
1 x creating: components.forms.claim-free-worksheet (0.01%)	104μs
1 x creating: components.forms.tutor-subscription-join (0.01%)	103μs
1 x composing: components.canonical (0.01%)	103μs
1 x creating: components.forms.tutor-support (0.01%)	102μs
1 x creating: components.forms.tutor-subscription-waitlist (0.01%)	100μs
1 x composing: components.forms.get-started (0%)	80μs
1 x composing: components.forms.free-tool-download (0%)	69μs
1 x eloquent.booted: App\Models\Meta (0%)	68μs
1 x eloquent.booted: App\Models\User\TutorAttributes\TutorDegree (0%)	67μs
1 x composing: components.forms.claim-free-worksheet (0%)	67μs
1 x composing: components.forms.tutor-support (0%)	67μs
1 x composing: components.forms.tutor-subscription-join (0%)	64μs
1 x composing: components.forms.tutor-subscription-waitlist (0%)	62μs
1 x eloquent.booted: App\Models\SubjectCat (0%)	58μs
1 x composing: site.blocks.how-it-works (0%)	29μs
1 x composing: site.blocks.subject-homework (0%)	24μs
1 x composing: site.blocks.reviews (0%)	23μs
1 x composing: site.layouts.app (0%)	23μs
1 x composing: site.blocks.text-with-image (0%)	22μs
1 x composing: site.blocks.subject-tutors (0%)	21μs
1 x composing: site.blocks.work-with-tutors (0%)	20μs
1 x composing: site.blocks.submit-homework (0%)	19μs
1 x composing: site.blocks.faq (0%)	18μs

32 templates were rendered

1x subjects.showshow.blade.phpblade
1x components.breadcrumbsbreadcrumbs.blade.phpblade
1x site.blocks.how-it-workshow-it-works.blade.phpblade
1x site.blocks.subject-tutorssubject-tutors.blade.phpblade
1x components.tutors-cardstutors-cards.blade.phpblade
4x components.tutors-cardtutors-card.blade.phpblade
1x site.blocks.subject-homeworksubject-homework.blade.phpblade
1x components.homework-blockshomework-blocks.blade.phpblade
1x site.blocks.reviewsreviews.blade.phpblade
1x site.blocks.submit-homeworksubmit-homework.blade.phpblade
1x site.blocks.faqfaq.blade.phpblade
4x components.faq-itemfaq-item.blade.phpblade
1x site.blocks.text-with-imagetext-with-image.blade.phpblade
1x site.blocks.work-with-tutorswork-with-tutors.blade.phpblade
1x site.layouts.appapp.blade.phpblade
1x components.canonicalcanonical.blade.phpblade
1x components.open-graphopen-graph.blade.phpblade
1x site.headers.headerheader.blade.phpblade
1x components.footerfooter.blade.phpblade
1x components.forms.contact-uscontact-us.blade.phpblade
1x components.forms.get-startedget-started.blade.phpblade
1x components.forms.free-tool-downloadfree-tool-download.blade.phpblade
1x components.forms.claim-free-worksheetclaim-free-worksheet.blade.phpblade
1x components.forms.tutor-subscription-waitlisttutor-subscription-waitlist.blade.phpblade
1x components.forms.tutor-subscription-jointutor-subscription-join.blade.phpblade
1x components.forms.tutor-supporttutor-support.blade.phpblade

uri: GET subjects/{categoryUri}/{subjectUri?}
middleware: web, utm.parameters
controller: App\Http\Controllers\SubjectController@show
namespace
where
as: subjects.show
file: app/Http/Controllers/SubjectController.php:43-96

36 statements were executed, 2 of which were duplicates, 34 unique. Show only duplicated282ms

Connection Establishedtwenty4_siteSubjectRepository.php#123

Backtrace

13. app/Repositories/SubjectRepository.php:123
14. app/Http/Controllers/SubjectController.php:54
15. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
16. vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
17. vendor/laravel/framework/src/Illuminate/Routing/Route.php:260

select * from `subjects` where `urlFriendlyTitle` = 'Psychometrics' limit 1

31.45mstwenty4_siteSubjectRepository.php#123

Bindings	0: Psychometrics
Backtrace	15. app/Repositories/SubjectRepository.php:123 16. app/Http/Controllers/SubjectController.php:54 17. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54 18. vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43 19. vendor/laravel/framework/src/Illuminate/Routing/Route.php:260

select * from `subject_cats` where `subject_cats`.`id` in (12)

1.15mstwenty4_siteSubjectRepository.php#123

Backtrace

20. app/Repositories/SubjectRepository.php:123
21. app/Http/Controllers/SubjectController.php:54
22. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
23. vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
24. vendor/laravel/framework/src/Illuminate/Routing/Route.php:260

select * from `subject_cats` where `subject_cats`.`id` = 12 limit 1

13.51mstwenty4_siteSubject.php#100

Bindings	0: 12
Backtrace	18. app/Models/Subject.php:100 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419 22. app/Models/Subject.php:101 28. app/Http/Controllers/SubjectController.php:86

select * from `meta` where `meta`.`id` = 3 limit 1

6.12mstwenty4_siteMetaService.php#118

Bindings	0: 3
Backtrace	19. app/Services/MetaService.php:118 20. app/Services/MetaService.php:108 21. app/Services/MetaService.php:81 22. app/Http/Controllers/SubjectController.php:89 23. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54

Connection Establishedtwenty4_siteTutorRepository.php#40

Backtrace

13. app/Repositories/TutorRepository.php:40
14. app/View/Components/TutorsCards.php:28
15. app/View/Components/TutorsCards.php:22
17. vendor/laravel/framework/src/Illuminate/Container/Container.php:929
18. vendor/laravel/framework/src/Illuminate/Container/Container.php:770

select count(*) as aggregate from `users` where (`subjectsQualified` like '%|404|%' or `DSF_subjectsQualified` like '%|404|%' or `allsubjects` = 1) and `disable_profile` = 0 and `picture` != '' and `solutionrequestQualified` = 1 and `is_suspended` = 0 and `is_deactivated` = 0 and `status` != '' and `status` = 'tutor'

45.73mstwenty4_siteTutorsCards.php#35

Bindings	0: %\|404\|% 1: %\|404\|% 2: 1 3: 0 4: 5: 1 6: 0 7: 0 8: 9: tutor
Backtrace	15. app/View/Components/TutorsCards.php:35 16. app/View/Components/TutorsCards.php:22 18. vendor/laravel/framework/src/Illuminate/Container/Container.php:929 19. vendor/laravel/framework/src/Illuminate/Container/Container.php:770 20. vendor/laravel/framework/src/Illuminate/Foundation/Application.php:933

select * from `users` where (`subjectsQualified` like '%|404|%' or `DSF_subjectsQualified` like '%|404|%' or `allsubjects` = 1) and `disable_profile` = 0 and `picture` != '' and `solutionrequestQualified` = 1 and `is_suspended` = 0 and `is_deactivated` = 0 and `status` != '' and `status` = 'tutor' order by `completed_requests` desc limit 6 offset 0

11.97mstwenty4_siteTutorsCards.php#35

Bindings	0: %\|404\|% 1: %\|404\|% 2: 1 3: 0 4: 5: 1 6: 0 7: 0 8: 9: tutor
Backtrace	15. app/View/Components/TutorsCards.php:35 16. app/View/Components/TutorsCards.php:22 18. vendor/laravel/framework/src/Illuminate/Container/Container.php:929 19. vendor/laravel/framework/src/Illuminate/Container/Container.php:770 20. vendor/laravel/framework/src/Illuminate/Foundation/Application.php:933

select * from `tutor_degrees` where `tutor_degrees`.`tutor_id` = 78650 and `tutor_degrees`.`tutor_id` is not null order by `year` desc limit 1

10.78mstwenty4_siteTutor.php#361

Bindings	0: 78650
Backtrace	18. app/Models/User/Tutor.php:361 19. view::components.tutors-card:11 21. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110 22. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58 23. vendor/livewire/livewire/src/ComponentConcerns/RendersLivewireComponents.php:69

select * from `subject_cats` where `subject_cats`.`id` = 11 limit 1

7.33mstwenty4_siteSubject.php#100

Bindings	0: 11
Backtrace	18. app/Models/Subject.php:100 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419 22. app/Models/Subject.php:101 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110

select * from `subject_cats` where `subject_cats`.`id` = 43 limit 1

14.71mstwenty4_siteSubject.php#100

Bindings	0: 43
Backtrace	18. app/Models/Subject.php:100 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419 22. app/Models/Subject.php:101 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110

select * from `subject_cats` where `subject_cats`.`id` = 14 limit 1

11.42mstwenty4_siteSubject.php#100

Bindings	0: 14
Backtrace	18. app/Models/Subject.php:100 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419 22. app/Models/Subject.php:101 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110

select * from `tutor_degrees` where `tutor_degrees`.`tutor_id` = 111901 and `tutor_degrees`.`tutor_id` is not null order by `year` desc limit 1

4.82mstwenty4_siteTutor.php#361

Bindings	0: 111901
Backtrace	18. app/Models/User/Tutor.php:361 19. view::components.tutors-card:11 21. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110 22. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58 23. vendor/livewire/livewire/src/ComponentConcerns/RendersLivewireComponents.php:69

select `subjects`.*, `subject_cats`.`title` as `category_title`, `subject_cats`.`id` as `category_id` from `subjects` inner join `subject_cats` on `subject_cats`.`id` = `subjects`.`catID` where `subjects`.`id` in (298, 462, 44, 149, 164, 369, 274, 404, 328, 392, 450, 455, 76, 184, 75, 505, 454, 333, 343, 428)

19.81mstwenty4_siteTutor.php#214

Bindings	0: 298 1: 462 2: 44 3: 149 4: 164 5: 369 6: 274 7: 404 8: 328 9: 392 10: 450 11: 455 12: 76 13: 184 14: 75 15: 505 16: 454 17: 333 18: 343 19: 428
Backtrace	14. app/Models/User/Tutor.php:214 15. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397 16. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419 18. app/Models/User/Tutor.php:216 24. app/Models/User/Tutor.php:267

select * from `subject_cats` where `subject_cats`.`id` in (5, 9, 11, 12, 29)

3.39mstwenty4_siteTutor.php#214

Backtrace

19. app/Models/User/Tutor.php:214
20. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
21. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
23. app/Models/User/Tutor.php:216
29. app/Models/User/Tutor.php:267

select * from `subject_cats` where `subject_cats`.`id` = 29 limit 1

5.74mstwenty4_siteSubject.php#100

Bindings	0: 29
Backtrace	18. app/Models/Subject.php:100 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419 22. app/Models/Subject.php:101 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110

select * from `tutor_degrees` where `tutor_degrees`.`tutor_id` = 158047 and `tutor_degrees`.`tutor_id` is not null order by `year` desc limit 1

7.64mstwenty4_siteTutor.php#361

Bindings	0: 158047
Backtrace	18. app/Models/User/Tutor.php:361 19. view::components.tutors-card:11 21. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110 22. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58 23. vendor/livewire/livewire/src/ComponentConcerns/RendersLivewireComponents.php:69

select `subjects`.*, `subject_cats`.`title` as `category_title`, `subject_cats`.`id` as `category_id` from `subjects` inner join `subject_cats` on `subject_cats`.`id` = `subjects`.`catID` where `subjects`.`id` in (290, 239, 164, 274, 404, 328)

2.23mstwenty4_siteTutor.php#214

Bindings	0: 290 1: 239 2: 164 3: 274 4: 404 5: 328
Backtrace	14. app/Models/User/Tutor.php:214 15. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397 16. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419 18. app/Models/User/Tutor.php:216 24. app/Models/User/Tutor.php:267

select * from `subject_cats` where `subject_cats`.`id` in (9, 12, 31, 39)

1.23mstwenty4_siteTutor.php#214

Backtrace

19. app/Models/User/Tutor.php:214
20. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
21. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
23. app/Models/User/Tutor.php:216
29. app/Models/User/Tutor.php:267

select * from `subject_cats` where `subject_cats`.`id` = 39 limit 1

9.64mstwenty4_siteSubject.php#100

Bindings	0: 39
Backtrace	18. app/Models/Subject.php:100 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419 22. app/Models/Subject.php:101 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110

select * from `tutor_degrees` where `tutor_degrees`.`tutor_id` = 131525 and `tutor_degrees`.`tutor_id` is not null order by `year` desc limit 1

3.24mstwenty4_siteTutor.php#361

Bindings	0: 131525
Backtrace	18. app/Models/User/Tutor.php:361 19. view::components.tutors-card:11 21. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110 22. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58 23. vendor/livewire/livewire/src/ComponentConcerns/RendersLivewireComponents.php:69

select `subjects`.*, `subject_cats`.`title` as `category_title`, `subject_cats`.`id` as `category_id` from `subjects` inner join `subject_cats` on `subject_cats`.`id` = `subjects`.`catID` where `subjects`.`id` in (476, 239, 370, 45, 44, 163, 383, 104, 173, 236, 192, 201, 276, 272, 273, 369, 194, 274, 523, 233, 404, 328, 373, 374, 461, 384, 375, 75, 505)

15.72mstwenty4_siteTutor.php#214

Bindings	0: 476 1: 239 2: 370 3: 45 4: 44 5: 163 6: 383 7: 104 8: 173 9: 236 10: 192 11: 201 12: 276 13: 272 14: 273 15: 369 16: 194 17: 274 18: 523 19: 233 20: 404 21: 328 22: 373 23: 374 24: 461 25: 384 26: 375 27: 75 28: 505
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select * from `subject_cats` where `subject_cats`.`id` in (9, 11, 12, 14, 22, 23, 27, 31, 43)

5.68mstwenty4_siteTutor.php#214

Backtrace

19. app/Models/User/Tutor.php:214
20. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
21. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
23. app/Models/User/Tutor.php:216
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select * from `subject_cats` where `subject_cats`.`id` = 23 limit 1

1.14mstwenty4_siteSubject.php#100

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select * from `subject_cats` where `subject_cats`.`id` = 27 limit 1

6.81mstwenty4_siteSubject.php#100

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select * from `subject_cats` where `subject_cats`.`id` = 22 limit 1

990μstwenty4_siteSubject.php#100

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select count(*) as aggregate from `solutionslibrary` where exists (select * from `subjects` where `solutionslibrary`.`subject` = `subjects`.`id`) and `subject` = 404 and `status` = 'published' and `price` > 0

7.07mstwenty4_siteHomeworkBlocks.php#27

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select * from `solutionslibrary` where exists (select * from `subjects` where `solutionslibrary`.`subject` = `subjects`.`id`) and `subject` = 404 and `status` = 'published' and `price` > 0 order by `purchase_count` desc limit 6 offset 0

1.32mstwenty4_siteHomeworkBlocks.php#27

Bindings	0: 404 1: published 2: 0
Backtrace	15. app/View/Components/HomeworkBlocks.php:27 16. vendor/laravel/framework/src/Illuminate/View/Component.php:102 17. view::site.blocks.subject-homework:4 19. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110 20. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58

select * from `subjects` where `subjects`.`id` in (404)

1.03mstwenty4_siteHomeworkBlocks.php#27

Backtrace

20. app/View/Components/HomeworkBlocks.php:27
21. vendor/laravel/framework/src/Illuminate/View/Component.php:102
22. view::site.blocks.subject-homework:4
24. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
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select * from `subject_cats` where `subject_cats`.`id` in (12)

840μstwenty4_siteHomeworkBlocks.php#27

Backtrace

25. app/View/Components/HomeworkBlocks.php:27
26. vendor/laravel/framework/src/Illuminate/View/Component.php:102
27. view::site.blocks.subject-homework:4
29. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
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select * from `twill_faq_slugs` where `twill_faq_slugs`.`twill_faq_id` in (1) and `twill_faq_slugs`.`deleted_at` is null

9.11mstwenty4_siteFaqItem.php#15

Backtrace

20. app/View/Components/FaqItem.php:15
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select * from `twill_faqs` where exists (select * from `twill_faq_slugs` where `twill_faqs`.`id` = `twill_faq_slugs`.`twill_faq_id` and `slug` = 'can-you-help-me-with-my-examquiztest' and `active` = 1 and `locale` = 'en' and `twill_faq_slugs`.`deleted_at` is null) and `twill_faqs`.`deleted_at` is null limit 1

1.49mstwenty4_siteFaqItem.php#15

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select * from `twill_faq_slugs` where `twill_faq_slugs`.`twill_faq_id` in (2) and `twill_faq_slugs`.`deleted_at` is null

1.59mstwenty4_siteFaqItem.php#15

Backtrace

20. app/View/Components/FaqItem.php:15
21. vendor/laravel/framework/src/Illuminate/View/Component.php:102
22. view::site.blocks.faq:24
24. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
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select * from `twill_faqs` where exists (select * from `twill_faq_slugs` where `twill_faqs`.`id` = `twill_faq_slugs`.`twill_faq_id` and `slug` = 'how-much-will-it-cost' and `active` = 1 and `locale` = 'en' and `twill_faq_slugs`.`deleted_at` is null) and `twill_faqs`.`deleted_at` is null limit 1

2.37mstwenty4_siteFaqItem.php#15

Bindings	0: how-much-will-it-cost 1: 1 2: en
Backtrace	15. app/View/Components/FaqItem.php:15 16. vendor/laravel/framework/src/Illuminate/View/Component.php:102 17. view::site.blocks.faq:41 19. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110 20. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58

select * from `twill_faq_slugs` where `twill_faq_slugs`.`twill_faq_id` in (3) and `twill_faq_slugs`.`deleted_at` is null

1.38mstwenty4_siteFaqItem.php#15

Backtrace

20. app/View/Components/FaqItem.php:15
21. vendor/laravel/framework/src/Illuminate/View/Component.php:102
22. view::site.blocks.faq:41
24. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
25. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58

select * from `twill_faqs` where exists (select * from `twill_faq_slugs` where `twill_faqs`.`id` = `twill_faq_slugs`.`twill_faq_id` and `slug` = 'what-kind-of-payments-do-you-accept' and `active` = 1 and `locale` = 'en' and `twill_faq_slugs`.`deleted_at` is null) and `twill_faqs`.`deleted_at` is null limit 1

6.91mstwenty4_siteFaqItem.php#15

Bindings	0: what-kind-of-payments-do-you-accept 1: 1 2: en
Backtrace	15. app/View/Components/FaqItem.php:15 16. vendor/laravel/framework/src/Illuminate/View/Component.php:102 17. view::site.blocks.faq:58 19. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110 20. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58

select * from `twill_faq_slugs` where `twill_faq_slugs`.`twill_faq_id` in (4) and `twill_faq_slugs`.`deleted_at` is null

3.29mstwenty4_siteFaqItem.php#15

Backtrace

20. app/View/Components/FaqItem.php:15
21. vendor/laravel/framework/src/Illuminate/View/Component.php:102
22. view::site.blocks.faq:58
24. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
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