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Biology Careers & Research Methods - Coggle Diagram
Biology Careers & Research Methods
Research Scientist
Roles: Laboratory researcher in academia, government, industry
Focus: Investigating biological mechanisms
Primary Research Methods:
Experimental design
Factorial designs
Dose-response studies
Molecular techniques
PCR and qPCR analysis
Microscopy & imaging data
Interdisciplinary approaches
Computational biology methods
Advanced imaging (SEM, confocal, etc.)
Integration of multiple -omics data
Statistical Methods:
Parametric tests (t-tests, ANOVA)
Non-parametric alternatives
Statistical modeling
Linear & nonlinear regression
Mixed-effects models
Bioinformatics/Computational Biologist
Roles: Data analyst, computational modeler, genomics specialist
Focus: Analyzing large-scale biological datasets
Primary Research Methods:
'Omics data analysis
Genomics & next-gen sequencing
Proteomics & metabolomics
Transcriptomics (RNA-seq)
Data integration methods
Multi-omics data integration
Network analysis & graph theory
Systems biology approaches
Statistical Methods:
Multivariate statistics
Principal Component Analysis
Hierarchical & k-means clustering
Multiple testing correction
False Discovery Rate
Bonferroni correction
Machine learning
Supervised learning (classification, regression)
Unsupervised learning (dimensionality reduction)
Deep learning for biological data
Biological database mining
Science Educator/Communicator
Roles: Teacher, professor, science writer/communicator
Focus: Educating future scientists & communicating to the public
Primary Research Methods:
Education research
Curriculum & instructional design
Learning assessment methods
Statistical Methods:
Descriptive statistics
Measures of central tendency
Measures of variability
Educational analysis
Pre/post testing analysis
Likert scale assessment
Qualitative data analysis
Data visualization & communication
Effective graphical representation
Data simplification methods
Healthcare Professional
Roles: Physician, PA, nurse, clinical positions
Focus: Direct patient care and treatment
Primary Research Methods:
Clinical trials
Randomized controlled trials (RCTs)
Cohort studies
Case-control studies
Cross-sectional studies
Other observational study designs
Statistical Methods:
Survival analysis (Kaplan-Meier, Cox regression)
Odds ratios and relative risk
Clinical significance (NNT, effect size)
Patient-reported outcome measures
Evidence-based medicine
Meta-analysis
Systematic reviews
Biotechnology/Pharmaceutical Specialist
Roles: Product development, clinical research, quality control
Focus: Translating research into therapeutic innovations
Primary Research Methods:
Drug discovery & development
High-throughput screening
Assay development & validation
Statistical Methods:
Dose-finding studies
Bioequivalence studies
Pharmacokinetic modeling
Safety data analysis
Regulatory compliance
Quality control methods
GxP compliance & validation
Environmental/Ecology Consultant
Roles: Environmental scientist, conservation biologist, ecological consultant
Focus: Studying ecosystems and biodiversity
Primary Research Methods:
Field studies & surveys
Transect sampling
Mark-recapture studies
Biodiversity assessments
Statistical Methods:
Spatial statistics
Geographic Information Systems (GIS)
Spatial regression models
Ecological statistics
Diversity indices (Shannon, Simpson)
Multivariate ordination (NMDS, CCA)
Time series analysis
Population modeling
Population dynamics
Species distribution modeling
Environmental impact assessment