BƯỚC 6. VIẾT HOÀN CHỈNH RESULTS & DISCUSSION

Bài mẫu: Tourism Uncertainty and Corporate Dividend Policy

PHẦN A. RESULTS STORYBOARD

Question	Final answer
TUI raises or lowers dividends?
Economic magnitude?
Payer result?
Cut/omission result?
Fiscal-year TUI?
EPU/GPR controls?
Tourism-exposure interaction?
Main channel?
Constraints/cash heterogeneity?
COVID sensitivity?
Subsector differences?

PHẦN B. TABLE ORDER

1. Descriptive Statistics
2. Baseline TUI–Dividend Results
3. Dividend Payer / Cut / Omission
4. Alternative TUI / Fiscal-Year TUI
5. General-Uncertainty Robustness
6. Tourism-Exposure Identification
7. Mechanisms
8. Heterogeneity

PHẦN C. DESCRIPTIVE STATISTICS

Discuss:

• TUI distribution;
• country coverage;
• dividend prevalence;
• tourism vs non-tourism payout patterns;
• TUI spikes;
• COVID period.

Do not read every mean.

PHẦN D. BASELINE RESULT

Negative TUI coefficient

Story:

tourism uncertainty induces a precautionary payout response.

Need support from:

• cash holdings;
• cash flow;
• constraints;
• cuts/omissions.

Positive TUI coefficient

Story:

dividends function as reassurance/signaling/agency mechanism.

Need support from:

• information asymmetry;
• mature firms;
• strong profitability;
• cash-rich firms;
• governance.

Insignificant dividend level

Look at:

• dividend changes;
• cuts;
• payer;
• repurchases.

Sticky dividends may mask adjustment.

PHẦN E. CASH DIVIDEND VS REPURCHASE

If repurchases fall but dividends remain:

this matches payout hierarchy:

• repurchases are flexible;
• dividends are sticky.

This is economically meaningful even if cash dividend β is insignificant.

PHẦN F. FISCAL-YEAR TUI

If results strengthen:

aligning uncertainty to firms’ actual fiscal periods improves measurement.

If weaken:

calendar-year result may reflect broad annual country shocks.

PHẦN G. GENERAL UNCERTAINTY CONTROLS

If TUI remains after EPU/GPR/WUI:

tourism-specific information matters incrementally.

If TUI disappears:

payout response may reflect general uncertainty rather than tourism uncertainty specifically.

Do not hide.

PHẦN H. TOURISM-EXPOSURE IDENTIFICATION

If:

$$
TUItimes TourismExposure
$$

is significant under Country×Year FE:

this is likely the strongest result.

Sample:

Within the same country-year, tourism-exposed firms adjust dividends more strongly when TUI rises, indicating that the payout response is tied to tourism-specific economic exposure rather than generic country uncertainty.

PHẦN I. CHANNEL DISCUSSION

Cash-flow deterioration

Supports precautionary mechanism.

Cash accumulation

Supports liquidity preservation.

Signaling

Need evidence from strong/opaque firms.

Agency

Need evidence from high FCF/low growth/cash-rich firms.

PHẦN J. HETEROGENEITY

Prioritize:

• constrained;
• low cash;
• high leverage;
• high retained earnings;
• airlines/hotels/restaurants;
• tourism-dependent countries.

Do not include every median split.

PHẦN K. COVID DISCUSSION

If result is driven by 2020–2021:

paper becomes more crisis-specific.

If stable excluding COVID:

stronger general TUI story.

PHẦN L. LITERATURE COMPARISON MATRIX

Our finding	Comparator	Interpretation
TUI lowers dividends	Choi/Park	precautionary
TUI raises dividends	Attig/Nguyen/Li	signaling/agency
cash dividends sticky	Adra	flexible repurchases adjust
tourism firm persistence	Kilincarslan	smoothing
high leverage cuts more	hospitality dividend literature	financing constraints

PHẦN M. SAMPLE INTEGRATED PASSAGE

The results show that tourism-specific uncertainty has economically meaningful implications for corporate payout policy. The baseline coefficient is [sign], and the adjustment appears primarily through [dividend level/cuts/omissions/repurchases]. The result remains [stable/sensitive] when TUI is aligned to firms’ fiscal years and when broader EPU, GPR, and global uncertainty are controlled. Most importantly, the tourism-exposure specification shows [interaction result] under country-by-year fixed effects, indicating that the relation reflects firms’ differential exposure to tourism uncertainty rather than only common country-level shocks. Mechanism tests point to [cash-flow/liquidity/signaling/agency] as the dominant channel.

PHẦN N. CLAIM LADDER

1. correlated;
2. associated after FE;
3. robust association;
4. exposure design consistent with causal channel;
5. causal only if identification truly warrants.

PHẦN O. OUTPUT

1. Results Storyboard.
2. Table-to-Claim Matrix.
3. Economic Magnitude Summary.
4. Payout Adjustment Summary.
5. Robustness Summary.
6. Identification Strength Summary.
7. Mechanism Summary.
8. Heterogeneity Summary.
9. Literature Discussion Matrix.
10. Full Results & Discussion 3,500–5,000 words.

PHẦN P. CHECKLIST

☐ sticky dividends considered.
☐ payer/cut/omission integrated.
☐ fiscal-year TUI discussed.
☐ EPU/GPR controls discussed.
☐ tourism-exposure result prioritized.
☐ mechanism matches sign.
☐ COVID dependence disclosed.
☐ literature mixed evidence reconciled.
☐ no p-value-only narrative.

Chuyển sang Bước 7: Introduction & Contribution Story.