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Methods, Quantitative
Quantitative research methods in the study of crises are highly unstructured. Across multiple disciplines and methods of inquiry, there exists no agreed-upon set of procedures for the length of time of data collection, sampling techniques, and analyses of data. This may be attributed in part to the novel set of circumstances under which crises arise. Because crisis events tend to be unpredictable and exist outside a laboratory setting, adherence to strict scientific methods is often unrealistic. Therefore, in the study of crisis, the quantitative scientist must be sure to articulate his/her choices to bolster credibility of the methods used to collect, analyze, and interpret data.
Highly standardized or textbook methods for sampling and interacting with research participants, such as random sampling and the random assignment of individuals to stimulus and control groups, are often impossible during or in the immediate aftermath of a crisis. Take, for instance, the restrictions that are often associated with the physical location of a crisis. In some crises, the site of a disaster may be dangerous, and data collection may involve significant personal risk. Often, crisis research is conducted a significant length of time after the event, when conditions have normalized, requiring the respondents to answer questions about prior events, introducing the issues of bias, memory lapse, or any number of types of retrieval error or threats to validity. Moreover, eliciting participation from survivors of crises is often difficult. These factors, among others, promote the use of some type of survey methodology, usually self-administered, face to face, computer mediated, telephone, or otherwise assisted. In contrast, it is nearly impossible to produce true field experiment conditions in the context of a crisis or emergency, given their complex, unexpected, and often dangerous characteristics.
Researchers are presented with further challenges in terms of sampling. For a number of reasons, it may actually be advantageous for the crisis researcher to refrain from using randomized designs. An increasingly common preference in crisis research is to collect data quickly in order to minimize memory effects or recall heuristics. The more time between an event and administration of a questionnaire, the more likely the respondent is to use imprecise methods of recall, including mapping, heuristics, and decomposition. Thus, researchers are increasingly relying on nonrandomized data that are collected as quickly as possible after an event.
Randomization and Design
Although the strongest way to control for initial differences between the stimulus and control group in experimental research is randomization, this is often difficult in crisis research. Under perfect conditions of randomization, within-group variance should be fairly consistent from group to group. Crisis research in particular is a type of quantitative research in which an argument can be made that nonrandomized designs are acceptable and should be accepted as standard. Crisis research often is not experimental; the researcher is not manipulating an independent variable to observe the effect on a dependent variable. Crisis research is closer to quasi-experimental design, in that there is less support for counterfactual inferences forcing the researcher to enumerate alternative explanations to decide which are plausible. Therefore, the belief that samples are biased because of the unfeasibility of random selection and assignment is often voiced in reviews of crisis research, but it is an argument with little merit.
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- Agencies, United Nations
- Bureau for Crisis Prevention and Recovery, UN (UNDP/BCPR)
- Environment Programme, UN (UNEP)
- Food and Agriculture Organization of the United Nations (FAO)
- International Children's Fund, UN (UNICEF)
- International Strategy for Disaster Reduction, UN (UNISDR)
- Interregional Crime and Justice Research Institute, UN (UNICRI)
- Office for the Coordination of Humanitarian Affairs (OCHA), UN
- World Health Organization (WHO), UN
- Agencies, U.S.
- Centers for Disease Control and Prevention (CDC)
- Department of Homeland Security (DHS)
- Emergency Management Agencies, City and County
- Federal Bureau of Investigation (FBI)
- Federal Emergency Management Agency (FEMA)
- National Oceanic and Atmospheric Administration (NOAA)
- State Emergency Management Agencies
- U.S. Geological Survey (USGS)
- Categories of Crises: Engineering and Technological
- Air Traffic Control
- Air Travel
- Biological Engineering Risk
- Bridges
- Buildings
- Chemical Risk
- Cyber Crime
- Cyber Security
- Cyber Warfare
- Dams, Levees, and Seawalls
- Electronics Waste
- Environmental Contamination
- Hazardous Materials
- Hazardous Waste Disposal
- Improvised Explosive Devices
- Manufacturing Risks
- Marine Shipping
- Marine Travel
- Mining
- Nanotechnology
- Nuclear Risks
- Ozone Layer Depletion
- Petrochemical Risk
- Sewage Spill
- Smog
- Spaceflight
- Transportation Systems, Vulnerability
- Y2K Bug
- Categories of Crises: Financial and Business
- Categories of Crises: Natural Disasters
- Categories of Crises: Politics, International Relations, and Civil Violence
- Arms Control
- Biological Weapons
- Border Disputes
- Cabinet Office, UK
- Chemical Weapons
- Civil War
- Ethnic Cleansing
- Failed States
- Foreign Policy Crises
- Hijackings
- Hostage Taking and Negotiation
- Human Trafficking
- Interstate War
- Land Mines
- Missiles
- Nuclear and Radiological Weapons
- Nuclear Proliferation
- Peacekeeping
- Protest
- Religious Violence
- Revolution
- Riots
- Suicide Bombings
- Terrorism
- Transportation Security
- War Crimes
- Weapons Trafficking
- Categories of Crises: Population and Demographics
- Disaster Information Databases
- Nongovernmental Organizations
- Risk Management Standards
- Theory, Issues, and Techniques: Civil
- Agency Notification and Mobilization
- Civil Protection
- Civilian Protection, Post-Conflict
- Contingency Planning
- Continuity of Government
- Crisis Information Management Systems
- Debris Management
- Decision Making
- Decision Support Tools
- Disaster Assessment
- Disaster Declaration
- Disaster Risk Reduction
- Documentation
- Emergency Alert Systems
- Emergency Management System
- Emergency Manager
- Emergency Support Functions
- Financial Risk Management in Higher Education
- Hazard Mitigation
- Incident Action Plans
- National Incident Management System (NIMS)
- National Preparedness Goal
- National Response Framework
- Operational Plans
- Operational Readiness
- Perimeter Control
- Policy Setting
- Political and Organizational Leadership
- Preparedness
- Prevention
- Protection
- Search and Rescue
- Situational Analysis
- Stafford Act
- Sustainability
- Threat Detection
- Theory, Issues, and Techniques: Corporate
- Alternate Site, Corporate
- Auditing
- Backup Facility
- Backup Media
- Backup Strategy
- Business Continuity Management
- Business Continuity Planning
- Business Continuity Planning Life Cycle
- Business Impact Analysis
- Business Resumption Planning
- Classification of Systems
- Cluster
- Cold Site
- Continual Improvement
- Critical Applications
- Critical Business Functions
- Criticality Assessment
- Data Mirroring
- Data Recovery
- Dedicated Site
- Disaster Declaration Officer
- Disaster Recovery
- Disaster Recovery Life Cycle
- Disaster Recovery Plan Test Cycle
- Downtime
- Electronic Vaulting
- Failover
- Fink's Crisis Life Cycle
- Impact Analysis
- Incident Management
- Incident Response
- Insurance
- Journaling
- Losses, Quantitative Versus Qualitative
- Maximum Acceptable Outage
- Minimum Business Continuity Objective
- Mirroring
- Mitroff's Five Stages of Crisis Management
- Mobile Recovery Site
- Reciprocal Agreement
- Reciprocal Site
- Recovery Time Objective
- Reinsurance
- Reputational Risk
- Response Team
- Strengths, Weaknesses, Opportunities, and Threat (SWOT) Analysis
- Supply Chain
- Vital Records
- Warm Site
- Theory, Issues, and Techniques: General
- All-Hazards
- Cascading Crisis
- Catastrophe, Definition of
- Climate Change Adaptation
- Collaboration
- Command and Control
- Contingent Coordination
- Coordination
- Coping Capacity and Response Capability
- Credibility
- Crisis Communications
- Crisis Management, Emerging Trends in
- Crisis Simulations
- Crisis, Definition of
- Critical Infrastructure
- Damage Assessment
- Damage Containment
- Debriefing
- Decision Making Under Stress
- Disaster Drills
- Disaster, Definition of
- Disruption of Organizations
- Early Warning Systems
- Electronic Media
- Emergency Management, Principles of
- Emergency Medical Care
- Emergency Operations Center
- Emergency Public Information
- Emergency Responders
- Emergency, Definition of
- Evacuation
- Exercises
- Fusion Center
- Hazard Vulnerability Analysis
- Hazard, Definition of
- Historical Analogies, Use of
- Impact, Definition of
- Improvising
- Incidents Versus Crises
- Interdependence
- Interoperability
- Legal Liability
- Logistics
- Mass Care
- Mass Fatality Management
- Mass Media
- Mental Models
- Methods, Qualitative
- Methods, Quantitative
- Multiple Disaster Problem
- News Media
- Nongovernmental Organizations
- Nonlinearity
- Panic, Nature and Conditions of
- Pre-Crisis Training and Planning
- Pre-Impact Planning Process
- Public Awareness and Education
- Public Image
- Public Relations
- Recovery
- Residual Risk
- Resiliency
- Resource Management
- Response
- Risk Analysis
- Risk Assessment
- Risk Treatment
- Routine Emergencies Versus True Crises
- Safety Policies
- Scapegoating
- Scenario Planning
- Shelter-in-Place
- Simulations
- Social Media
- Spokesperson, Designating and Utilizing
- Stakeholders
- Strategic Plans
- Training
- Trauma
- Trigger Events
- Uncertainty
- Volunteer Coordination
- Vulnerability
- Warning
- Whistle Blowers
- Worker Error
- Theory, Issues, and Techniques: Public Health
- Cholera
- Drug Resistance
- Ebola Virus
- Emergency Medicine
- Epidemics
- Health and Medical Response Scenarios
- HIV/AIDS Epidemic
- Hospital Emergency Room
- Infectious Disease
- Infestations, Parasite
- Influenza
- Living Modified Organisms
- Malaria
- Measles
- Mental Illness
- Noncommunicable Diseases
- Pandemics
- Post-Traumatic Stress Disorder
- Public Health Surveillance
- Public Safety Canada
- Quarantine
- Severe Acute Respiratory Syndrome (SARS)
- Smallpox
- Social Distancing
- Surge Capacity, Hospitals
- Triage
- Tuberculosis
- Vaccinations
- Theory, Issues, and Techniques: Social Sciences
- Blame, Politics of
- Bounded Rationality
- Bureaucracy
- Chaos Theory
- Cognitive Novelty, Engaging in
- Cosmology Episode
- Coupling
- Decision Making, Theories of
- Decision Stream
- Groupthink
- High Reliability Organization Theory
- Information Asymmetry
- Information Vacuums
- Normal Accident Theory
- Normalization of Deviance
- Organizational Failure
- Paradigm Blindness
- Practical Drift
- Risk Society
- Structural Secrecy
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