This statistic depicts the distribution of the psychologist workforce in the U.S. in 2021, by ethnicity. According to the data, ** percent of psychologists in the U.S. identified as white.

This statistic depicts the proportion of women among active psychologists working in the U.S. from 2007 to 2019. According to the data, the share of women psychologists has increased from 57 percent in 2007 to 69 percent in 2021.

This statistic shows the number of clinical psychology employees subject to social insurance contribution in Germany from 2012 to 2023. In 2023, around ****** clinical psychology employees were practicing in Germany, compared to ****** in 2012. Numbers increased annually during the specified time period.

This observational study sought to document the statistical content taught to undergraduate psychology students in the UK. We searched for module syllabi from psychology undergraduate programmes in the UK and assessed whether the module syllabi mentioned each of 32 quantitative and statistical topics.

A focus on mental health, driven by health professionals, advocacy groups and government initiatives, has boosted awareness of mental health's critical role. This trend, combined with anti-stigma campaigns, has contributed to the surge in individuals and families seeking mental health services. However, staffing shortages have increased nationwide, necessitating technological solutions for care. Mental health practitioners adapted swiftly and offered teletherapy via apps and other online platforms, making mental health services more accessible. Aided by increased government support during the pandemic, the industry witnessed a spike in revenue in 2020 and 2021, with projections showing a CAGR of 6.7% to $36.6 billion through 2025, with an increase of 3.0% in 2025 alone. The growing familiarity with technology among individuals will enable mental health practitioners to extend their services to remote areas. Teletherapy increases accessibility and competition, allowing professionals to reach underserved areas. Wearables like Fitbit offer real-time data for personalized care, while virtual reality enhances therapeutic outcomes by simulating real-life scenarios. These tools enable small practices to provide innovative, effective treatment with minimal investment. Although individual providers deliver most services in the industry, technology is expected to prompt a shift towards group practices. Consolidation will provide mental health professionals with a more substantial client pool and distribute group and infrastructure costs like rent, utilities, purchases and marketing. Recent trends demonstrate the growing demand for child-oriented services. As mental health issues gain increased awareness and acceptance, parents will seek specialized care for their children, resulting in more school psychologists and the incorporation of mental health education into school curriculums. Government support, specifically through the American Rescue Plan Act (ARPA), has incentivized this trend, funding schools to employ psychologists. Even with a slowdown in federal funding, strength in per capita disposable income and steady growth in the number of individuals with private health insurance are expected to preserve growth. The industry's revenue is expected to expand at a CAGR of 2.0% to $40.4 billion in 2030, with profit trending down.

RaviSheel04/Psychology-Data dataset hosted on Hugging Face and contributed by the HF Datasets community

Comprehensive dataset of 148,726 Psychologists in United States as of June, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.

As of 2024, the estimated number of employed clinical and counseling psychologists in the United States ranged from ** professionals to ****** thousand by state. California registered the highest number of clinical psychologists, whereas Wyoming had the lowest. These figures exclude self-employed clinical and counseling psychologists, the most common setting among American psychologists.

Comprehensive dataset of 5,739 Psychologists in Massachusetts, United States as of July, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.

Most psychologists are likely to have at least some clients bring a dream into therapy. In the few studies looking at the use of dreams in therapy, therapists report that they do not feel confident or competent to adequately respond to their clients' introduction of dream material in therapy. The possible consequences of this include a negative impact on the therapeutic alliance and misinterpretation of the therapist's rejection of a dream narrative as a disinterest in the client's inner life. This research project seeks to identify psychologists' and psychology clients' understanding of their experiences of the use of dream material in therapy and their understanding of the role of dreams in contemporary psychological practice. While there have been some surveys about the use of dreams in therapy, relatively little is known about this topic, so a phenomenological, qualitative approach will be used. This research will be broken into two studies. The first study will use semi-structured interviews to interview psychologists and the second study will use semi-structured interviews to interview psychology clients. A hermeneutic phenomenological analysis of the interview transcripts will be completed with the aid of Dedoose software.

ABSTRACT In this article we discuss the dialogue between the “Technical References for the Performance of Psychologists in Basic Education”, a document published by the Federal Council of Psychology, and the publications of practices in School Psychology, considering the contributions of the scope to the educational processes that produce human development. This study aimed to carry out a systematic literature search between 2009 to 2019 in order to identify what psychologists’ practices have been in the school context and to establish a relationship with the Technical References. The method applied was Systematic Bibliographic Review, using the descriptors: School Psychology, School Psychologist’s Performance and School Psychologist’s Practice. The databases consulted were: SciELO, LILACS and CAPES. We conclude that there are important examples of practices carried out in the context of teaching and learning that can serve as a reference for various interventions and that are consistent with the Technical References.

Graph and download economic data for Employed full time: Wage and salary workers: Psychologists occupations: 16 years and over: Women (LEU0254695200A) from 2000 to 2019 about psychologists, occupation, females, full-time, salaries, workers, 16 years +, wages, employment, and USA.

This dataset is about books. It has 6 rows and is filtered where the book is Statistics without maths for psychology. It features 7 columns including author, publication date, language, and book publisher.

Companion DATA

Title: Using social media and personality traits to assess software developers' emotional polarity

Authors: Leo Moreira Silva Marília Gurgel Castro Miriam Bernardino Silva Milena Santos Uirá Kulesza Margarida Lima Henrique Madeira

Journal: PeerJ Computer Science

Github: https://github.com/leosilva/peerj_computer_science_2022

The folders contain:

Experiment_Protocol.pdf: document that present the protocol regarding recruitment protocol, data collection of public posts from Twitter, criteria for manual analysis, and the assessment of Big Five factors from participants and psychologists. English version.

/analysis analyzed_tweets_by_psychologists.csv: file containing the manual analysis done by psychologists analyzed_tweets_by_participants.csv: file containing the manual analysis done by participants analyzed_tweets_by_psychologists_solved_divergencies.csv: file containing the manual analysis done by psychologists over 51 divergent tweets' classifications

/dataset alldata.json: contains the dataset used in the paper

/ethics_committee committee_response_english_version.pdf: contains the acceptance response of Research Ethics and Deontology Committee of the Faculty of Psychology and Educational Sciences of the University of Coimbra. English version. committee_response_original_portuguese_version: contains the acceptance response of Research Ethics and Deontology Committee of the Faculty of Psychology and Educational Sciences of the University of Coimbra. Portuguese version. committee_submission_form_english_version.pdf: the project submitted to the committee. English version. committee_submission_form_original_portuguese_version.pdf: the project submitted to the committee. Portuguese version. consent_form_english_version.pdf: declaration of free and informed consent fulfilled by participants. English version. consent_form_original_portuguese_version.pdf: declaration of free and informed consent fulfilled by participants. Portuguese version. data_protection_declaration_english_version.pdf: personal data and privacy declaration, according to European Union General Data Protection Regulation. English version. data_protection_declaration_original_portuguese_version.pdf: personal data and privacy declaration, according to European Union General Data Protection Regulation. Portuguese version.

/notebooks General - Charts.ipynb: notebook file containing all charts produced in the study, including those in the paper Statistics - Lexicons and Ensembles.ipynb: notebook file with the statistics for the five lexicons and ensembles used in the study Statistics - Linear Regression.ipynb: notebook file with the multiple linear regression results Statistics - Polynomial Regression.ipynb: notebook file with the polynomial regression results Statistics - Psychologists versus Participants.ipynb: notebook file with the statistics between the psychologists and participants manual analysis Statistics - Working x Non-working.ipynb: notebook file containing the statistical analysis for the tweets posted during work period and those posted outside of working period

/surveys Demographic_Survey_english_version.pdf: survey inviting participants to enroll in the study. We collect demographic data and participants' authorization to access their public Tweet posts. English version. Demographic_Survey_portuguese_version.pdf: survey inviting participants to enroll in the study. We collect demographic data and participants' authorization to access their public Tweet posts. Portuguese version. Demographic_Survey_answers.xlsx: participants' demographic survey answers ibf_pt_br.doc: the Portuguese version of the Big Five Inventory (BFI) instrument to infer participants' Big Five polarity traits. ibf_en.doc: translation in English of the Portuguese version of the Big Five Inventory (BFI) instrument to infer participants' Big Five polarity traits. ibf_answers.xlsx: participantes' and psychologists' answers for BFI

We have removed from dataset any sensible data to protect participants' privacy and anonymity. We have removed from demographic survey answers any sensible data to protect participants' privacy and anonymity.

As part of the development of an information base for subsequent policy initiatives, the National Institute of Justice sponsored a nationwide survey of police psychologists to learn more about the characteristics of officers who abuse force, the types of measures police psychologists recommend to control police violence and the role of police psychologists in preventing and identifying individual police officers at risk for use of excessive force. Police personnel divisions in 50 large cities were contacted for names and addresses of the police psychologists who provided services to their departments. Data were collected using a telephone interview protocol that included 61 questions. In this study, excessive force was defined as a violation of a police department's use-of-force policy by an incumbent officer that was serious enough to warrant a referral to the police psychologist. Background information collected on respondents included years with the department, years as a police psychologist, if the position was salaried or consultant, and how often the psychologist met with the police chief. A battery of questions pertaining to screening was asked, including whether the psychologist performed pre-employment psychological screening and what methods were used to identify job candidates with a propensity to use excessive force. Questions regarding monitoring procedures asked if and how police officer behavior was monitored and if incumbent officers were tested for propensity to use excessive force. Items concerning police training included which officers the psychologist trained, what types of training covering excessive force were conducted, and what modules should be included in training to reduce excessive force. Information about mental health services was elicited, with questions on whether the psychologist counseled officers charged with excessive force, what models were used, how the psychologist knew if the intervention had been successful, what factors limited the effectiveness of counseling police officers, characteristics of officers prone to use excessive force, how these officers are best identified, and who or what has the most influence on these officers. General opinion questions asked about factors that increase excessive force behavior and what services could be utilized to reduce excessive force.

This statistic depicts the number of psychologists working in the U.S. from 2007 to 2021. The number of active psychologists in the United States had increased from ****** in 2007 to over ******* in 2021.

Comprehensive dataset of 4,285 Psychologists in North Carolina, United States as of July, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.

Raw data for participants that answered the Statistical Anxiety Test. A sample of 681 undergraduate Spanish students (80% women) of a Grade in Psychology, aged 18-60 years (M = 20.5, SD = 4.9), completed the computer version of the test. Raw responses and the time to response each item were recorded. The test included a scale to assess social desirability In addition, the examination mark in a test about statistic was recorded for a set or participants (N=430). Total scores were computed as an addition to item responses. ORION factor score estimates in the scales of the test were obtained using factor analysis (ULS extraction, Robust Promin, and ORION scores estimates). The software used to compute the factor analysis was FACTOR. The information provided is: sample descriptives, participants' responses, item response times, and participants' scores in test scales.

Welcome to third season of Bold Signals!In this episode:1. Scenes from the Replication Crisis: Ronald Fisher and the P-Value. [0:01:00]2. An extended interview with Brian Nosek, Social Psychologist and Director of the Center for Open Science. [0:09:25]3. Bold Signals Documentary Club: Cosmos: A Personal Journey (Episode 1). [0:56:58]Music in this Episode:"Enterprise 1" by Languis"Trees Don't Sleep" by Zachary Cale, Mighty Moon & Ethan Schmid"Shoegaze" by Jahzzar"Lights Over Tomorrow" by Starover Blue"Not a Song" by Scrapple"Cabalista" by Wild FlagCover Art: "Homebrew" by Robert Tinney

Scores from prisoners and patients on the UPPS-P measures of impulsivity and the PCL-R (or SV) measure of psychopathy