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Questions and Answers

Explain how the use of operational definitions for target behaviors can significantly improve the reliability and validity of observational studies. Provide an example of a poorly defined behavior and how it could be improved with an operational definition.

Operational definitions reduce subjectivity by clearly outlining observable and measurable criteria for each behavior. A poorly defined behavior (e.g., 'being helpful') can be improved by specifying actions like 'assisting a peer with a task they are struggling with' or 'sharing materials with others'.

Describe a scenario where the absence of informed consent in an observational study might be ethically justified according to the APA guidelines, and outline the necessary conditions that must be met to ensure ethical compliance.

Observing pedestrian interactions at a busy intersection could be justified without informed consent if behavior is public, individuals are not interfered with, and strict confidentiality is maintained.

Discuss how observer bias can influence the results of an observational study. Suggest two specific strategies, in addition to using operational definitions, to minimize the impact of observer bias.

Observer bias can lead to subjective interpretations that distort findings. Strategies to minimize include: training observers extensively, using multiple observers and assessing inter-rater reliability, and ensuring observers are unaware of the study's hypotheses.

Critically evaluate the limitations of relying solely on behavioral checklists in observational studies. What potential information might be missed, and how could researchers supplement checklists to gain a more comprehensive understanding of observed behaviors?

<p>Checklists may oversimplify complex interactions by focusing only on pre-defined behaviors, potentially missing nuanced aspects. Supplementing with detailed narrative notes or video recordings can capture more contextual information.</p> Signup and view all the answers

Explain what is meant by 'inter-rater reliability' and why it is important. Give one method by which inter-rater reliability might be measured.

<p>Inter-rater reliability refers to the degree of agreement among observers who independently record observations of the same event. Having high inter-rater reliability between observers in a study increases confidence in the results. Cohen's Kappa coefficient can be used to measure inter-rater reliability.</p> Signup and view all the answers

How might the act of 'enforcing' happiness, as observed by Wilkins (2008), inadvertently create a form of social control within the religious organization?

<p>By discouraging negative expressions and using happiness as a distinguishing factor, the group might suppress dissent or critical thinking, fostering conformity and limiting individual expression. This could create an environment where members feel pressured to align with the group's norms, even if it conflicts with their genuine feelings or beliefs.</p> Signup and view all the answers

In the context of participant observation, how does the potential for researcher bias, stemming from developed relationships with group members, pose a challenge to maintaining objectivity and validity in research findings?

<p>Developing close relationships can lead to the researcher unintentionally skewing their interpretations to align with the perspectives of those they're close to, thereby compromising the objectivity expected in research. This bias can affect data collection, analysis, and the overall conclusions drawn from the study.</p> Signup and view all the answers

Differentiate between naturalistic and participant observation, highlighting the potential impact of reactivity on research outcomes.

<p>Naturalistic observation involves studying subjects in their natural environment without intervention, while participant observation requires the researcher to become part of the studied group. Reactivity, where subjects alter their behavior due to the researcher's presence, can significantly skew results, especially in participant observation.</p> Signup and view all the answers

Considering the ethical implications, what are the potential long-term psychological effects on participants who are unknowingly subjected to deception in studies like Rosenhan's (1973), and how might these effects challenge the justification for such research?

<p>Participants may experience mistrust in authority figures and institutions, anxiety, or emotional distress upon discovering they were deceived. These potential harms raise serious questions about the ethical permissibility of deceptive research practices, especially when the benefits do not clearly outweigh the risks to participants' well-being.</p> Signup and view all the answers

Explain how structured and unstructured observational research strategies differ in their objectives and application, providing an example of when each approach would be most appropriate.

<p>Unstructured observation is exploratory and aims to describe a phenomenon broadly, suitable when little is known (e.g., initial studies of a new culture). Structured observation tests specific hypotheses using predefined categories, ideal when prior knowledge allows for focused inquiry (e.g., studying the impact of a specific intervention).</p> Signup and view all the answers

Given the allegations of methodological flaws and data misrepresentation in Rosenhan's (1973) study, how could such issues undermine the credibility and impact of research findings, and what measures can researchers take to safeguard against these problems?

<p>Methodological flaws and data misrepresentation can invalidate research conclusions, leading to incorrect understandings and potentially harmful policies or practices. Researchers should adhere to rigorous research designs, employ transparent data collection and analysis methods, and subject their work to peer review to detect and correct errors or biases.</p> Signup and view all the answers

How might the knowledge of being observed alter the expression of happiness within the religious organisation in Wilkins' study, potentially skewing findings on the group's 'enforced' happiness?

<p>Group members, aware of the researcher's presence, might amplify displays of happiness or suppress negative emotions more than they typically would, aiming to present a favorable image. This can lead to an overestimation of the group's emphasis on happiness and distort the understanding of how authentically this happiness is experienced.</p> Signup and view all the answers

How did Jane Goodall's approach to observational research challenge traditional scientific methodologies, and what were the key benefits of her immersive technique?

<p>Goodall's approach challenged traditional methodologies by advocating for immersion and direct interaction with subjects, rather than maintaining a detached observer role. This yielded deeper insights into chimpanzee behavior and social structures, revealing complexities missed by distanced observation.</p> Signup and view all the answers

Discuss the ethical considerations researchers must address when conducting observational studies, particularly concerning privacy, consent, and the potential for influencing the observed behavior.

<p>Researchers must prioritize obtaining informed consent when possible, protecting the privacy of subjects, and minimizing their influence on the observed behavior. Transparency and careful consideration of potential harm are essential to ethical observational research.</p> Signup and view all the answers

In the context of mHealth tool implementation, how can observational research inform the identification of user needs and workflow challenges, and why is this crucial for the successful adoption of new technologies in healthcare settings?

<p>Observational research can reveal actual usage patterns, identify workflow bottlenecks, and uncover unmet user needs, which are critical for tailoring mHealth tools to specific contexts. Understanding these factors ensures that technology enhances, rather than disrupts, healthcare delivery.</p> Signup and view all the answers

How might the presence of researchers, even in a naturalistic observation setting like the 'Secret Life of 4, 5, 6 Year Olds,' subtly alter the social dynamics of the children being observed, and what specific strategies could be employed to minimize this reactivity?

<p>The presence of researchers can cause children to modify their behavior. Strategies to mitigate this include extended habituation periods, employing less intrusive recording methods, and integrating into the environment.</p> Signup and view all the answers

In the context of participant observation, what are some ethical considerations that must be taken into account when researchers deceive a group about their true intentions, even if the goal is to understand the group's beliefs and behaviors?

<p>Deception raises ethical concerns about informed consent, privacy, and potential harm. Researchers must justify deception with significant potential benefits, minimize harm, and debrief participants afterward; however, in some cases (like Festinger's), a debrief is impossible.</p> Signup and view all the answers

Based on Festinger's study, how can cognitive dissonance theory be applied to understand the behavior of individuals within a group when their core beliefs are challenged or disconfirmed by external events?

<p>When beliefs are disconfirmed, individuals experience dissonance. To reduce this, they might strengthen their existing beliefs, rationalize the disconfirmation, or attempt to convince others of their beliefs.</p> Signup and view all the answers

What are the potential limitations of drawing broad generalizations about human behavior from a participant observation study focused on a specific cult, considering the unique characteristics and context of such groups?

<p>Findings from cult studies may lack generalizability due to the unique characteristics of cult members and the specific dynamics of cult environments. These samples are often neither random nor representative.</p> Signup and view all the answers

How can researchers balance the need for objective data collection with the potential for subjective interpretation when analyzing observational data, especially in studies involving complex social interactions?

<p>Researchers can enhance objectivity by using structured observation protocols, training multiple observers, calculating inter-rater reliability, and employing quantitative coding schemes.</p> Signup and view all the answers

In what ways might a researcher's own biases and preconceptions influence their observations and interpretations in a participant observation study, and what strategies can be used to mitigate these influences?

<p>Researcher biases can lead to selective observation, where researchers notice only what confirms their expectations. Strategies to mitigate this include reflexivity (acknowledging and addressing one's own biases), seeking feedback from other researchers, and using triangulation.</p> Signup and view all the answers

Considering ethical concerns and practical constraints, what alternative research methods could be used to investigate similar phenomena as Festinger's participant observation study of a cult, while minimizing deception and potential harm to participants?

<p>Alternatives include non-participant observation, interviews with former cult members, and analysis of publicly available documents. These methods reduce deception but lack the in-depth, real-time insights of participant observation.</p> Signup and view all the answers

How might the absence of control over extraneous variables in naturalistic observation studies impact the ability to draw causal inferences about the relationships between observed behaviors and their potential underlying causes?

<p>Without control over extraneous variables, it is difficult to isolate specific causes of behavior. Observed associations may be due to confounding variables rather than direct causal links. Statistical controls can sometimes help to account for confounds.</p> Signup and view all the answers

Explain how the use of mobile technology in the PvSTATEM project could potentially improve the efficiency of malaria treatment decisions and health system interactions, particularly in remote areas like the Mandoto district?

<p>Mobile technology can provide real-time access to diagnostic results, treatment guidelines, and patient data, enabling healthcare workers in remote areas to make informed decisions quickly and efficiently. Furthermore, it facilitates seamless communication and data sharing between healthcare providers and health systems, improving coordination and response times.</p> Signup and view all the answers

In the context of the PvSTATEM project, why is understanding 'stakeholder perspectives' considered crucial for the successful development and implementation of digital health tools?

<p>Understanding stakeholder perspectives is crucial because it ensures that the digital health tools are user-friendly, culturally appropriate, and address the specific needs and challenges faced by healthcare workers, patients, and health system administrators. This promotes acceptance, adoption, and effective use of the tools, leading to better health outcomes.</p> Signup and view all the answers

How does the classification of the Mandoto district as an 'unstable malaria transmission area' influence the design and implementation of the PvSTATEM intervention strategies?

<p>The 'unstable malaria transmission area' classification implies that malaria incidence may fluctuate significantly, requiring flexible and adaptive intervention strategies. This influences the design by necessitating surveillance mechanisms to detect outbreaks, rapid response protocols with mobile technology, and targeted interventions based on real-time data to prevent resurgence.</p> Signup and view all the answers

Discuss the ethical considerations researchers must address when deploying community-wide PvSeroTAT with primaquine, especially given the known risks associated with primaquine in individuals with G6PD deficiency.

<p>Researchers must prioritize informed consent, ensuring participants fully understand the risks and benefits. Screening for G6PD deficiency is essential to avoid adverse reactions to primaquine. Additionally, robust monitoring and management protocols must be in place to address any adverse events promptly and effectively, minimizing potential harm.</p> Signup and view all the answers

Describe how the integration of point-of-care diagnostic tests with mobile technologies in the PvSTATEM project could lead to more effective and personalized treatment plans for individuals infected with P. vivax.

<p>Integrating point-of-care diagnostics with mobile technologies enables real-time results to be linked directly to patient records and treatment algorithms. This allows healthcare providers to make immediate, informed decisions about treatment options, dosages, and follow-up care. By quickly identifying <em>P. vivax</em> infections and tailoring treatment accordingly, the risk of relapses and complications is reduced, leading to more effective and personalized treatment plans.</p> Signup and view all the answers

Explain why assessing the 'community acceptability' of PvSeroTAT is a critical component of the PvSTATEM project, and outline the potential consequences of failing to adequately address community concerns or resistance.

<p>Assessing community acceptability is critical because the success of PvSeroTAT depends on community participation and adherence to treatment regimens. Failure to address community concerns or resistance can lead to low uptake of testing and treatment, undermining the effectiveness of the intervention and potentially fueling mistrust in healthcare services.</p> Signup and view all the answers

Hypothesize how the 'collective intelligence' process, involving health extension workers, nurses, and other stakeholders, contributes to the development of more relevant and effective digital health tools within the PvSTATEM project.

<p>The 'collective intelligence' process gathers diverse perspectives and insights from those directly involved in malaria treatment. This collaborative approach ensures that the digital health tools are tailored to the specific needs, workflows, and challenges faced by healthcare providers on the ground, leading to more user-friendly and effective solutions.</p> Signup and view all the answers

Outline the potential challenges in ensuring data privacy and security when using mobile technologies to collect and transmit patient information in the PvSTATEM project, particularly in resource-limited settings like the Mandoto district.

<p>Challenges include limited infrastructure for secure data storage, potential breaches due to inadequate cybersecurity measures, and risks associated with unauthorized access or misuse of patient data. Additionally, ensuring compliance with ethical guidelines and data protection regulations can be difficult in resource-limited settings with competing priorities.</p> Signup and view all the answers

How might participant reactivity skew the data collected during undisguised naturalistic observation, and what steps can researchers take to mitigate this bias?

<p>Participant reactivity may cause individuals to alter their behavior when they are aware of being observed, leading to data that does not accurately reflect their natural actions. To mitigate this, researchers can employ techniques such as prolonged observation to allow participants to habituate to their presence or use unobtrusive measures that minimize awareness.</p> Signup and view all the answers

What are the ethical considerations researchers must address when conducting disguised naturalistic observation, particularly concerning privacy and informed consent?

<p>Researchers must prioritize the privacy and well-being of participants, ensuring that observations occur in public spaces where individuals have no reasonable expectation of privacy. Obtaining informed consent is generally not feasible in disguised naturalistic observation. Researchers need to ensure their study does not collect sensitive or private information. They should consult with an Institutional Review Board.</p> Signup and view all the answers

In the context of Tomasello and Warneken's research on altruism in children, how might the structured nature of the observation influence the behaviors exhibited by the children, and what are the implications for the generalizability of the findings?

<p>The structured observation might elicit behaviors different from those in natural settings. Children may perceive the tasks as a game or attempt to please the adult, potentially exaggerating altruistic actions. This could limit the generalizability of the findings, as behaviors observed in the controlled environment may not fully represent children's altruistic tendencies in everyday situations. Also, other extraneous variables might factor into the actions of the children that are not directly related to altruism.</p> Signup and view all the answers

How can researchers effectively integrate quantitative data obtained through structured observation with qualitative insights gained from naturalistic observation to provide a more comprehensive understanding of a phenomenon?

<p>Researchers can use quantitative data from structured observations to identify patterns and trends in behavior, then use qualitative insights from naturalistic observation to provide context and explanations for those patterns. Triangulation, comparing and contrasting the different sources of data, can help to increase the validity and reliability of the findings. In mixed method designs, this integration provides a more comprehensive perspective.</p> Signup and view all the answers

Considering Jane Goodall's work at Gombe, what are some limitations of applying naturalistic observation to the study of animal behavior, and how can researchers address these limitations to enhance the rigor of their research?

<p>Naturalistic observation in animal behavior can be limited by the observer's influence on the animals' behavior, the lack of control over extraneous variables, and the potential for anthropomorphism in interpreting behaviors. Researchers can address these limitations by using unobtrusive observation methods, employing rigorous coding schemes to minimize subjectivity, and complementing observational data with experimental manipulations to establish causal relationships.</p> Signup and view all the answers

How might cultural differences influence the expression of altruistic behavior in children, and what steps should researchers take to account for these differences when conducting cross-cultural observational studies?

<p>Cultural norms and values can significantly shape the expression of altruistic behavior in children, influencing the types of helping behaviors that are encouraged or discouraged. Researchers should conduct culturally sensitive observations, taking into account the specific cultural context. They can employ diverse research teams with local expertise, and using emic perspectives to interpret observed behaviors, ensuring that measurement tools and tasks are culturally appropriate and relevant.</p> Signup and view all the answers

In what ways could the presence of recording devices (e.g., cameras) affect the naturalness of observed behaviors in both children and adults, and what strategies might researchers employ to minimize these effects?

<p>The presence of recording devices might induce self-consciousness or alter behavior due to awareness of being recorded, leading to reactivity. Minimize such effects by employing discreet or hidden cameras, allowing participants to acclimate to the devices over time, or using observational methods that do not rely on recording. Debriefing participants afterwards can offer insights into any potential influence of the cameras on their behavior.</p> Signup and view all the answers

What unique insights can participant observation provide compared to other observational methods, and what are the key challenges researchers face when balancing their roles as both participant and observer?

<p>Participant observation offers unique insights into the subjective experiences and perspectives of the observed group that are not accessible through other methods.. Challenges include maintaining objectivity, avoiding bias, managing the potential for emotional involvement, and ensuring that their presence does not unduly influence the group dynamics or behaviors under study. Also, exiting the group can pose emotional or ethical challenges.</p> Signup and view all the answers

Flashcards

Observational Research

A study where researchers observe subjects in their natural environment or participate in their activities to understand behaviors and context.

Descriptive Observational Research

Observing subjects without a predefined structure, primarily to gather descriptive data when little is known about the topic.

Structured Observational Research

Involves specific scenarios and tests hypotheses about behavior within a defined context.

Participant Observation

Observational research where the observer integrates into the group being studied.

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Jane Goodall

A pioneer of ethology who observed chimpanzees in their natural habitat, documenting their tool use and social behaviors.

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Informal Interviews

Gathering opinions and insights through informal conversations and questions.

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Data Collection in Observational Studies

Documenting observations with written notes and using pre-defined behavioral checklists.

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Observer Bias/Inaccuracy

When a researcher's preconceptions affect their objectivity, leading to unreliable observations.

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Operational Definitions of Behaviors

Creating specific, measurable definitions of behaviors to ensure consistent and reliable observation.

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APA Ethics Code Exceptions

Not required if behavior's studied in public, people aren't bothered, confidentiality is protected.

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Observer Effect

In participant observation, the observer's presence changes the group’s behavior.

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Researcher Bias (in PO)

Potential for skewed findings due to the researcher forming close bonds with participants.

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Rosenhan Study (1973)

Study where pseudo-patients gained admission to psychiatric hospitals to test diagnostic validity. Revealed diagnostic biases and raised ethical concerns.

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Criticisms of Rosenhan Study

Challenges the Rosenhan study's methodology, raising concerns about flawed data and unsound conclusions.

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Naturalistic Observation

Observing subjects in their natural environment without manipulation.

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Reactivity

Potential problem where the act of observing changes the subject's behavior.

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Going Native

When researchers become so involved they lose objectivity

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Limits of observational Research

Observational research limits causal inferences.

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Festinger's Cult Study

Cult prophesies investigation

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Cognitive Dissonance

Discomfort caused by conflicting beliefs or behaviors.

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Reducing Dissonance

Changed beliefs or behaviors.

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Disguised Naturalistic Observation

Observing behavior in a natural setting, without the participant knowing they are being observed.

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Undisguised Naturalistic Observation

Observing behavior in a natural setting, with the participant's awareness.

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Structured Observation

Observation using quantitative data, often involving checklists.

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Altruism

The act of helping others without expecting personal gain.

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Field Research

Research conducted in the real world environment of participants.

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Cooperative Coordination

Skills in coordinating actions with others in cooperative activities.

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Hypnozoite

A dormant stage of the malaria parasite (Plasmodium vivax) in the liver, causing relapses.

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Efficacy Assessment

Assessing the safety and effectiveness of a treatment strategy.

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mHealth

Using mobile technology to enhance healthcare delivery and research.

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PvSeroTAT

A treatment strategy involving serological testing followed by targeted treatment with primaquine.

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Community acceptability

Understanding how those involved perceive and respond to a specific intervention.

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Stakeholder engagement

Engaging with individuals and groups affected by a project to gather insights and ensure relevance.

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Collective intelligence

A method to collect and synthesise wide ranging knowledge from a large group of people.

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Study Notes

  • This lecture is about research methods in psychology, focusing on naturalistic and observational research.
  • Rory Coyne is the module coordinator and can be reached at [email protected]

PVSTATEM Research Project

  • PVSTATEM focuses on serological testing and treatment for P. vivax.
  • The study uses mobile technology for support, conducted in Ethiopia and Madagascar.
  • PVSTATEM aims to determine the safety and efficacy of community-wide PvSeroTAT with primaquine.
  • The project evaluates community acceptability of PvSeroTAT.
  • Mobile technologies are being developed for efficient implementation in conjunction with point-of-care diagnostic tests to guide treatment decisions and health system interactions.
  • Psychology's role involves exploring stakeholder perspectives to identify barriers and facilitators in the use of digital tools.
  • A digital health strategy for personalized support to teams implementing the intervention is being created.
  • Guidance for digital health tool development is also given.
  • Collective intelligence sessions have been held in Ethiopia and Madagascar.
  • mHealth tools can aid health extension workers, nurses, field researchers, data managers, lab scientists, doctors, healthcare administrators, and health center managers.
  • There are phases in the collective intelligence process toward mHealth tool design, from challenges to options, to mHealth tool needs, to requirements for an mHealth tool.
  • The Madagascar trial site is in the Mandoto district.
  • The Mandoto district is within the Vakinankaratra Region, and includes 9 communes and 76 Fokontany.
  • Mandoto has a population of 234,748 inhabitants, with 20 health centers.
  • It is a malaria endemic zone with unstable transmission, and located in the region with the highest proportion of P. vivax.

Observational Research

  • Observational research is used in PVSTATEM to study workflow, engagement with patients, and testing and treatment challenges.
  • Community health workers, nurses, doctors, laboratory scientists, and data scientists are observed.
  • Observational research can be naturalistic or participant-based.
  • Reactivity and the limits of observational research can impact results.
  • Two observational research strategies:
    • Primarily descriptive, wide-ranging studies are used when little is known about a behavior, organism, or context.
    • Structured, tightly focused studies test specific hypotheses about the behavior, organism, or context.
  • Jane Goodall entered the forest of Gombe and her field research at Gombe transformed our understanding of chimpanzees and redefined the relationship between humans and animals.
  • Three main types of observational research:
    • Naturalistic observation: Identifying patterns of behavior that "naturally" occur in the usual environment.
    • Participant observation: Joining the observed group as a participant.
    • Structured observation: Obtaining quantitative data using checklists.

Naturalistic Observation

  • Involves observing people's behaviour in their typical environment.
  • Naturalistic observation is a type of field research.
  • Types of naturalistic observation:
    • Disguised: Watching without participant awareness, maintaining anonymity and public location.
    • Undisguised: Participants are aware.
  • Observation is used to record children's behaviors in various scenarios with the aim of assessing 18- and 24-month-old children’s skills
  • Observation with children assesses the children's skills in coordinating their actions with those of an adult partner in cooperative activities.
  • Examples of tasks in these studies involve attempts to assist adults.
  • It is important to consider uses of naturalistic and observational research and their value.
  • Discuss potential applications and research ideas when learning about research methods.
  • Consider the limitations of the type of research.

Participant Observation

  • In order to investigate certain behaviors, it is necessary to join a particular social group.
  • Leon Festinger and colleagues investigated the cult and the prophesies of destruction by the leader.
  • Researchers were paid to infiltrate the group.
  • Festinger recorded to reactions to prophecies not coming true.
  • In disguised participant observation, researchers become members of the group without other members' knowledge.
  • The goal of the study was to determine the level of commitment to their cause.
  • This study contributed to Festinger’s Theory of Cognitive Dissonance.
  • With regards to limitations of this type of study, the other group members may have been influenced by the researcher influences.
  • New members may have been interpreted as a sign and the researchers may have appeared to have additional knowledge.
  • Measurement was difficult given the secrecy.
  • Wilkins (2008) conducted participant observation of a university-based religious organization that emphasized how happy its members are.
  • Wilkins spent 12 months attending and participating in group events.
  • The group enforced happiness by continually talking about happiness, discouraging any negative emotions.
  • Some benefits that have arised include better positions to understand the viewpoint and experiences of the people in the group.
  • Some limitations may include the mere presence of an "outsider” masquerading as a group member, and thus interacting with the group could be influencing behaviour in unknown ways.
  • There is also a potential for bias arising from developing relationships with group members.
  • Rosenhan (1973) studied being sane in insane places.
  • Fake patients were inserted into a psychiatric hospital environment in the study.
  • They faked hallucinations for admission and received treatment for fake symptoms.
  • There were 8 participants across 12 hospitals.
  • The researchers concluded that diagnoses were invalid.
  • However, there were some later allegations of data fabrication and misrepresentation.
  • The study found several methodological concerns and critics argued that Rosenhan used biased observations.
  • These critics argued that Rosenhan used a flawed methodology and the "in remission" classifications were rarely used.
  • Medical records suggested additional symptoms were faked and not included in reporting.

Reactivity

  • Disguised naturalistic observation (watching without participant awareness; anonymity of participants and public location is important)
  • Undisguised naturalistic observation (participants aware, but issue is reactivity)
  • When people know they are being observed and studied, they may act differently than they normally would.
  • If the goal is accuracy, it is important to reduce reactivity.
  • Ways of reducing reactivity:
    • Limit direct contact with participants
    • Stick to standard scripts
    • Remain unseen
    • Habituation: Reduced response with repeated stimulus
  • Researchers may remain unseen through the use of one-way mirrors.
  • Video recordings may be examined without affecting the participants.

Challenges in Observational Research

  • Absence of control: You cannot control independent variables, therefore, it’s difficult to attribute causality.
  • You cannot tell if child B is imitating child A or if they both simply like the same toy.
  • Data comes from informal interviews, written notes, & behavioral checklists.
  • Observer bias occurs when experimenters have preconceived ideas about what they expect to see, making observations unreliable.
  • To reduce bias/inaccuracy, develop operational definitions of target behaviors.
  • It is also helpful to measure inter-rater/observer reliability.
  • Aggression can be defined as physical (kicking, punching) or verbal (making aggressive statements).
  • Behavior checklists can use indicators for the tone of voice, nonverbal communication, or listening skills.

Ethical Considerations

  • Due to the absence of informed consent in order to reduce reactivity, a case must be made showing that this is the only way to investigate this behavior.
  • The APA ethics code does not require informed consent or debriefing provided behavior is studied in a public place, interference is avoided, and strict confidentiality/anonymity are maintained.

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